From 0329fa2777d386d96092a65d19b1f6f31c1b5e14 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ricardo=20Monta=C3=B1ana?= Date: Fri, 12 Mar 2021 12:08:55 +0100 Subject: [PATCH] Update 10 seeds for oc1 experiments --- data/oc1output/balance-scale.txt | 16 ---------- data/oc1output/balance-scale_1.txt | 17 +++++++++++ data/oc1output/balance-scale_17.txt | 17 +++++++++++ data/oc1output/balance-scale_1714.txt | 17 +++++++++++ data/oc1output/balance-scale_23.txt | 17 +++++++++++ data/oc1output/balance-scale_31.txt | 17 +++++++++++ data/oc1output/balance-scale_57.txt | 17 +++++++++++ data/oc1output/balance-scale_7.txt | 17 +++++++++++ data/oc1output/balance-scale_79.txt | 17 +++++++++++ data/oc1output/balance-scale_83.txt | 17 +++++++++++ data/oc1output/balance-scale_97.txt | 17 +++++++++++ data/oc1output/balloons.txt | 15 ---------- data/oc1output/balloons_1.txt | 15 ++++++++++ data/oc1output/balloons_17.txt | 16 ++++++++++ data/oc1output/balloons_1714.txt | 15 ++++++++++ data/oc1output/balloons_23.txt | 15 ++++++++++ data/oc1output/balloons_31.txt | 16 ++++++++++ data/oc1output/balloons_57.txt | 15 ++++++++++ data/oc1output/balloons_7.txt | 16 ++++++++++ data/oc1output/balloons_79.txt | 16 ++++++++++ data/oc1output/balloons_83.txt | 15 ++++++++++ data/oc1output/balloons_97.txt | 15 ++++++++++ data/oc1output/breast-cancer-wisc-diag.txt | 15 ---------- data/oc1output/breast-cancer-wisc-diag_1.txt | 16 ++++++++++ data/oc1output/breast-cancer-wisc-diag_17.txt | 16 ++++++++++ .../breast-cancer-wisc-diag_1714.txt | 16 ++++++++++ data/oc1output/breast-cancer-wisc-diag_23.txt | 16 ++++++++++ data/oc1output/breast-cancer-wisc-diag_31.txt | 15 ++++++++++ data/oc1output/breast-cancer-wisc-diag_57.txt | 15 ++++++++++ data/oc1output/breast-cancer-wisc-diag_7.txt | 16 ++++++++++ data/oc1output/breast-cancer-wisc-diag_79.txt | 16 ++++++++++ data/oc1output/breast-cancer-wisc-diag_83.txt | 16 ++++++++++ data/oc1output/breast-cancer-wisc-diag_97.txt | 16 ++++++++++ data/oc1output/breast-cancer-wisc-prog.txt | 16 ---------- data/oc1output/breast-cancer-wisc-prog_1.txt | 17 +++++++++++ data/oc1output/breast-cancer-wisc-prog_17.txt | 17 +++++++++++ .../breast-cancer-wisc-prog_1714.txt | 17 +++++++++++ data/oc1output/breast-cancer-wisc-prog_23.txt | 17 +++++++++++ data/oc1output/breast-cancer-wisc-prog_31.txt | 17 +++++++++++ data/oc1output/breast-cancer-wisc-prog_57.txt | 17 +++++++++++ data/oc1output/breast-cancer-wisc-prog_7.txt | 17 +++++++++++ data/oc1output/breast-cancer-wisc-prog_79.txt | 17 +++++++++++ data/oc1output/breast-cancer-wisc-prog_83.txt | 17 +++++++++++ data/oc1output/breast-cancer-wisc-prog_97.txt | 17 +++++++++++ data/oc1output/breast-cancer-wisc.txt | 16 ---------- data/oc1output/breast-cancer-wisc_1.txt | 17 +++++++++++ data/oc1output/breast-cancer-wisc_17.txt | 17 +++++++++++ data/oc1output/breast-cancer-wisc_1714.txt | 17 +++++++++++ data/oc1output/breast-cancer-wisc_23.txt | 17 +++++++++++ data/oc1output/breast-cancer-wisc_31.txt | 17 +++++++++++ data/oc1output/breast-cancer-wisc_57.txt | 17 +++++++++++ data/oc1output/breast-cancer-wisc_7.txt | 17 +++++++++++ data/oc1output/breast-cancer-wisc_79.txt | 17 +++++++++++ data/oc1output/breast-cancer-wisc_83.txt | 17 +++++++++++ data/oc1output/breast-cancer-wisc_97.txt | 17 +++++++++++ data/oc1output/breast-cancer.txt | 16 ---------- data/oc1output/breast-cancer_1.txt | 17 +++++++++++ data/oc1output/breast-cancer_17.txt | 17 +++++++++++ data/oc1output/breast-cancer_1714.txt | 17 +++++++++++ data/oc1output/breast-cancer_23.txt | 17 +++++++++++ data/oc1output/breast-cancer_31.txt | 17 +++++++++++ data/oc1output/breast-cancer_57.txt | 17 +++++++++++ data/oc1output/breast-cancer_7.txt | 17 +++++++++++ data/oc1output/breast-cancer_79.txt | 17 +++++++++++ data/oc1output/breast-cancer_83.txt | 17 +++++++++++ data/oc1output/breast-cancer_97.txt | 17 +++++++++++ data/oc1output/cardiotocography-10clases.txt | 23 -------------- .../oc1output/cardiotocography-10clases_1.txt | 24 +++++++++++++++ .../cardiotocography-10clases_17.txt | 24 +++++++++++++++ .../cardiotocography-10clases_1714.txt | 24 +++++++++++++++ .../cardiotocography-10clases_23.txt | 24 +++++++++++++++ .../cardiotocography-10clases_31.txt | 24 +++++++++++++++ .../cardiotocography-10clases_57.txt | 24 +++++++++++++++ .../oc1output/cardiotocography-10clases_7.txt | 24 +++++++++++++++ .../cardiotocography-10clases_79.txt | 24 +++++++++++++++ .../cardiotocography-10clases_83.txt | 24 +++++++++++++++ .../cardiotocography-10clases_97.txt | 24 +++++++++++++++ data/oc1output/cardiotocography-3clases.txt | 16 ---------- data/oc1output/cardiotocography-3clases_1.txt | 17 +++++++++++ .../oc1output/cardiotocography-3clases_17.txt | 17 +++++++++++ .../cardiotocography-3clases_1714.txt | 17 +++++++++++ .../oc1output/cardiotocography-3clases_23.txt | 17 +++++++++++ .../oc1output/cardiotocography-3clases_31.txt | 17 +++++++++++ .../oc1output/cardiotocography-3clases_57.txt | 17 +++++++++++ data/oc1output/cardiotocography-3clases_7.txt | 17 +++++++++++ .../oc1output/cardiotocography-3clases_79.txt | 17 +++++++++++ .../oc1output/cardiotocography-3clases_83.txt | 17 +++++++++++ .../oc1output/cardiotocography-3clases_97.txt | 17 +++++++++++ .../conn-bench-sonar-mines-rocks.txt | 15 ---------- .../conn-bench-sonar-mines-rocks_1.txt | 16 ++++++++++ .../conn-bench-sonar-mines-rocks_17.txt | 16 ++++++++++ .../conn-bench-sonar-mines-rocks_1714.txt | 16 ++++++++++ .../conn-bench-sonar-mines-rocks_23.txt | 16 ++++++++++ .../conn-bench-sonar-mines-rocks_31.txt | 16 ++++++++++ .../conn-bench-sonar-mines-rocks_57.txt | 16 ++++++++++ .../conn-bench-sonar-mines-rocks_7.txt | 16 ++++++++++ .../conn-bench-sonar-mines-rocks_79.txt | 16 ++++++++++ .../conn-bench-sonar-mines-rocks_83.txt | 16 ++++++++++ .../conn-bench-sonar-mines-rocks_97.txt | 16 ++++++++++ data/oc1output/cylinder-bands.txt | 16 ---------- data/oc1output/cylinder-bands_1.txt | 17 +++++++++++ data/oc1output/cylinder-bands_17.txt | 17 +++++++++++ data/oc1output/cylinder-bands_1714.txt | 16 ++++++++++ data/oc1output/cylinder-bands_23.txt | 17 +++++++++++ data/oc1output/cylinder-bands_31.txt | 16 ++++++++++ data/oc1output/cylinder-bands_57.txt | 17 +++++++++++ data/oc1output/cylinder-bands_7.txt | 17 +++++++++++ data/oc1output/cylinder-bands_79.txt | 17 +++++++++++ data/oc1output/cylinder-bands_83.txt | 17 +++++++++++ data/oc1output/cylinder-bands_97.txt | 17 +++++++++++ data/oc1output/dermatology.txt | 17 ----------- data/oc1output/dermatology_1.txt | 19 ++++++++++++ data/oc1output/dermatology_17.txt | 19 ++++++++++++ data/oc1output/dermatology_1714.txt | 18 +++++++++++ data/oc1output/dermatology_23.txt | 19 ++++++++++++ data/oc1output/dermatology_31.txt | 18 +++++++++++ data/oc1output/dermatology_57.txt | 19 ++++++++++++ data/oc1output/dermatology_7.txt | 19 ++++++++++++ data/oc1output/dermatology_79.txt | 19 ++++++++++++ data/oc1output/dermatology_83.txt | 18 +++++++++++ data/oc1output/dermatology_97.txt | 19 ++++++++++++ data/oc1output/echocardiogram.txt | 16 ---------- data/oc1output/echocardiogram_1.txt | 17 +++++++++++ data/oc1output/echocardiogram_17.txt | 17 +++++++++++ data/oc1output/echocardiogram_1714.txt | 17 +++++++++++ data/oc1output/echocardiogram_23.txt | 17 +++++++++++ data/oc1output/echocardiogram_31.txt | 17 +++++++++++ data/oc1output/echocardiogram_57.txt | 17 +++++++++++ data/oc1output/echocardiogram_7.txt | 17 +++++++++++ data/oc1output/echocardiogram_79.txt | 17 +++++++++++ data/oc1output/echocardiogram_83.txt | 17 +++++++++++ data/oc1output/echocardiogram_97.txt | 17 +++++++++++ data/oc1output/fertility.txt | 16 ---------- data/oc1output/fertility_1.txt | 17 +++++++++++ data/oc1output/fertility_17.txt | 17 +++++++++++ data/oc1output/fertility_1714.txt | 17 +++++++++++ data/oc1output/fertility_23.txt | 17 +++++++++++ data/oc1output/fertility_31.txt | 17 +++++++++++ data/oc1output/fertility_57.txt | 17 +++++++++++ data/oc1output/fertility_7.txt | 17 +++++++++++ data/oc1output/fertility_79.txt | 17 +++++++++++ data/oc1output/fertility_83.txt | 17 +++++++++++ data/oc1output/fertility_97.txt | 17 +++++++++++ data/oc1output/haberman-survival.txt | 16 ---------- data/oc1output/haberman-survival_1.txt | 17 +++++++++++ data/oc1output/haberman-survival_17.txt | 17 +++++++++++ data/oc1output/haberman-survival_1714.txt | 17 +++++++++++ data/oc1output/haberman-survival_23.txt | 17 +++++++++++ data/oc1output/haberman-survival_31.txt | 17 +++++++++++ data/oc1output/haberman-survival_57.txt | 17 +++++++++++ data/oc1output/haberman-survival_7.txt | 17 +++++++++++ data/oc1output/haberman-survival_79.txt | 17 +++++++++++ data/oc1output/haberman-survival_83.txt | 16 ++++++++++ data/oc1output/haberman-survival_97.txt | 17 +++++++++++ data/oc1output/heart-hungarian.txt | 16 ---------- data/oc1output/heart-hungarian_1.txt | 17 +++++++++++ data/oc1output/heart-hungarian_17.txt | 17 +++++++++++ data/oc1output/heart-hungarian_1714.txt | 17 +++++++++++ data/oc1output/heart-hungarian_23.txt | 17 +++++++++++ data/oc1output/heart-hungarian_31.txt | 17 +++++++++++ data/oc1output/heart-hungarian_57.txt | 17 +++++++++++ data/oc1output/heart-hungarian_7.txt | 17 +++++++++++ data/oc1output/heart-hungarian_79.txt | 17 +++++++++++ data/oc1output/heart-hungarian_83.txt | 17 +++++++++++ data/oc1output/heart-hungarian_97.txt | 17 +++++++++++ data/oc1output/hepatitis.txt | 15 ---------- data/oc1output/hepatitis_1.txt | 16 ++++++++++ data/oc1output/hepatitis_17.txt | 16 ++++++++++ data/oc1output/hepatitis_1714.txt | 16 ++++++++++ data/oc1output/hepatitis_23.txt | 16 ++++++++++ data/oc1output/hepatitis_31.txt | 16 ++++++++++ data/oc1output/hepatitis_57.txt | 16 ++++++++++ data/oc1output/hepatitis_7.txt | 16 ++++++++++ data/oc1output/hepatitis_79.txt | 16 ++++++++++ data/oc1output/hepatitis_83.txt | 16 ++++++++++ data/oc1output/hepatitis_97.txt | 16 ++++++++++ data/oc1output/ilpd-indian-liver.txt | 16 ---------- data/oc1output/ilpd-indian-liver_1.txt | 17 +++++++++++ data/oc1output/ilpd-indian-liver_17.txt | 17 +++++++++++ data/oc1output/ilpd-indian-liver_1714.txt | 17 +++++++++++ data/oc1output/ilpd-indian-liver_23.txt | 17 +++++++++++ data/oc1output/ilpd-indian-liver_31.txt | 17 +++++++++++ data/oc1output/ilpd-indian-liver_57.txt | 17 +++++++++++ data/oc1output/ilpd-indian-liver_7.txt | 17 +++++++++++ data/oc1output/ilpd-indian-liver_79.txt | 17 +++++++++++ data/oc1output/ilpd-indian-liver_83.txt | 17 +++++++++++ data/oc1output/ilpd-indian-liver_97.txt | 17 +++++++++++ data/oc1output/ionosphere.txt | 15 ---------- data/oc1output/ionosphere_1.txt | 16 ++++++++++ data/oc1output/ionosphere_17.txt | 16 ++++++++++ data/oc1output/ionosphere_1714.txt | 16 ++++++++++ data/oc1output/ionosphere_23.txt | 16 ++++++++++ data/oc1output/ionosphere_31.txt | 16 ++++++++++ data/oc1output/ionosphere_57.txt | 16 ++++++++++ data/oc1output/ionosphere_7.txt | 16 ++++++++++ data/oc1output/ionosphere_79.txt | 15 ++++++++++ data/oc1output/ionosphere_83.txt | 16 ++++++++++ data/oc1output/ionosphere_97.txt | 16 ++++++++++ data/oc1output/iris.txt | 16 ---------- data/oc1output/iris_1.txt | 18 +++++++++++ data/oc1output/iris_17.txt | 18 +++++++++++ data/oc1output/iris_1714.txt | 18 +++++++++++ data/oc1output/iris_23.txt | 18 +++++++++++ data/oc1output/iris_31.txt | 18 +++++++++++ data/oc1output/iris_57.txt | 18 +++++++++++ data/oc1output/iris_7.txt | 18 +++++++++++ data/oc1output/iris_79.txt | 18 +++++++++++ data/oc1output/iris_83.txt | 18 +++++++++++ data/oc1output/iris_97.txt | 17 +++++++++++ data/oc1output/led-display.txt | 23 -------------- data/oc1output/led-display_1.txt | 24 +++++++++++++++ data/oc1output/led-display_17.txt | 24 +++++++++++++++ data/oc1output/led-display_1714.txt | 24 +++++++++++++++ data/oc1output/led-display_23.txt | 24 +++++++++++++++ data/oc1output/led-display_31.txt | 24 +++++++++++++++ data/oc1output/led-display_57.txt | 24 +++++++++++++++ data/oc1output/led-display_7.txt | 24 +++++++++++++++ data/oc1output/led-display_79.txt | 24 +++++++++++++++ data/oc1output/led-display_83.txt | 24 +++++++++++++++ data/oc1output/led-display_97.txt | 24 +++++++++++++++ data/oc1output/libras.txt | 29 ------------------ data/oc1output/libras_1.txt | 30 +++++++++++++++++++ data/oc1output/libras_17.txt | 30 +++++++++++++++++++ data/oc1output/libras_1714.txt | 30 +++++++++++++++++++ data/oc1output/libras_23.txt | 29 ++++++++++++++++++ data/oc1output/libras_31.txt | 30 +++++++++++++++++++ data/oc1output/libras_57.txt | 29 ++++++++++++++++++ data/oc1output/libras_7.txt | 30 +++++++++++++++++++ data/oc1output/libras_79.txt | 30 +++++++++++++++++++ data/oc1output/libras_83.txt | 30 +++++++++++++++++++ data/oc1output/libras_97.txt | 29 ++++++++++++++++++ data/oc1output/low-res-spect.txt | 22 -------------- data/oc1output/low-res-spect_1.txt | 23 ++++++++++++++ data/oc1output/low-res-spect_17.txt | 23 ++++++++++++++ data/oc1output/low-res-spect_1714.txt | 23 ++++++++++++++ data/oc1output/low-res-spect_23.txt | 23 ++++++++++++++ data/oc1output/low-res-spect_31.txt | 22 ++++++++++++++ data/oc1output/low-res-spect_57.txt | 23 ++++++++++++++ data/oc1output/low-res-spect_7.txt | 23 ++++++++++++++ data/oc1output/low-res-spect_79.txt | 23 ++++++++++++++ data/oc1output/low-res-spect_83.txt | 23 ++++++++++++++ data/oc1output/low-res-spect_97.txt | 23 ++++++++++++++ data/oc1output/lymphography.txt | 17 ----------- data/oc1output/lymphography_1.txt | 18 +++++++++++ data/oc1output/lymphography_17.txt | 18 +++++++++++ data/oc1output/lymphography_1714.txt | 18 +++++++++++ data/oc1output/lymphography_23.txt | 18 +++++++++++ data/oc1output/lymphography_31.txt | 18 +++++++++++ data/oc1output/lymphography_57.txt | 18 +++++++++++ data/oc1output/lymphography_7.txt | 18 +++++++++++ data/oc1output/lymphography_79.txt | 18 +++++++++++ data/oc1output/lymphography_83.txt | 18 +++++++++++ data/oc1output/lymphography_97.txt | 17 +++++++++++ data/oc1output/mammographic.txt | 15 ---------- data/oc1output/mammographic_1.txt | 16 ++++++++++ data/oc1output/mammographic_17.txt | 16 ++++++++++ data/oc1output/mammographic_1714.txt | 16 ++++++++++ data/oc1output/mammographic_23.txt | 16 ++++++++++ data/oc1output/mammographic_31.txt | 16 ++++++++++ data/oc1output/mammographic_57.txt | 16 ++++++++++ data/oc1output/mammographic_7.txt | 16 ++++++++++ data/oc1output/mammographic_79.txt | 16 ++++++++++ data/oc1output/mammographic_83.txt | 16 ++++++++++ data/oc1output/mammographic_97.txt | 16 ++++++++++ data/oc1output/molec-biol-promoter.txt | 16 ---------- data/oc1output/molec-biol-promoter_1.txt | 17 +++++++++++ data/oc1output/molec-biol-promoter_17.txt | 17 +++++++++++ data/oc1output/molec-biol-promoter_1714.txt | 17 +++++++++++ data/oc1output/molec-biol-promoter_23.txt | 17 +++++++++++ data/oc1output/molec-biol-promoter_31.txt | 17 +++++++++++ data/oc1output/molec-biol-promoter_57.txt | 17 +++++++++++ data/oc1output/molec-biol-promoter_7.txt | 17 +++++++++++ data/oc1output/molec-biol-promoter_79.txt | 17 +++++++++++ data/oc1output/molec-biol-promoter_83.txt | 17 +++++++++++ data/oc1output/molec-biol-promoter_97.txt | 17 +++++++++++ data/oc1output/musk-1.txt | 15 ---------- data/oc1output/musk-1_1.txt | 16 ++++++++++ data/oc1output/musk-1_17.txt | 16 ++++++++++ data/oc1output/musk-1_1714.txt | 16 ++++++++++ data/oc1output/musk-1_23.txt | 16 ++++++++++ data/oc1output/musk-1_31.txt | 16 ++++++++++ data/oc1output/musk-1_57.txt | 16 ++++++++++ data/oc1output/musk-1_7.txt | 16 ++++++++++ data/oc1output/musk-1_79.txt | 16 ++++++++++ data/oc1output/musk-1_83.txt | 16 ++++++++++ data/oc1output/musk-1_97.txt | 16 ++++++++++ .../oocytes_merluccius_nucleus_4d.txt | 15 ---------- .../oocytes_merluccius_nucleus_4d_1.txt | 16 ++++++++++ .../oocytes_merluccius_nucleus_4d_17.txt | 16 ++++++++++ .../oocytes_merluccius_nucleus_4d_1714.txt | 16 ++++++++++ .../oocytes_merluccius_nucleus_4d_23.txt | 16 ++++++++++ .../oocytes_merluccius_nucleus_4d_31.txt | 16 ++++++++++ .../oocytes_merluccius_nucleus_4d_57.txt | 16 ++++++++++ .../oocytes_merluccius_nucleus_4d_7.txt | 16 ++++++++++ .../oocytes_merluccius_nucleus_4d_79.txt | 16 ++++++++++ .../oocytes_merluccius_nucleus_4d_83.txt | 16 ++++++++++ .../oocytes_merluccius_nucleus_4d_97.txt | 16 ++++++++++ .../oocytes_merluccius_states_2f.txt | 17 ----------- .../oocytes_merluccius_states_2f_1.txt | 18 +++++++++++ .../oocytes_merluccius_states_2f_17.txt | 18 +++++++++++ .../oocytes_merluccius_states_2f_1714.txt | 18 +++++++++++ .../oocytes_merluccius_states_2f_23.txt | 18 +++++++++++ .../oocytes_merluccius_states_2f_31.txt | 18 +++++++++++ .../oocytes_merluccius_states_2f_57.txt | 18 +++++++++++ .../oocytes_merluccius_states_2f_7.txt | 18 +++++++++++ .../oocytes_merluccius_states_2f_79.txt | 18 +++++++++++ .../oocytes_merluccius_states_2f_83.txt | 18 +++++++++++ .../oocytes_merluccius_states_2f_97.txt | 18 +++++++++++ .../oocytes_trisopterus_nucleus_2f.txt | 15 ---------- .../oocytes_trisopterus_nucleus_2f_1.txt | 16 ++++++++++ .../oocytes_trisopterus_nucleus_2f_17.txt | 16 ++++++++++ .../oocytes_trisopterus_nucleus_2f_1714.txt | 16 ++++++++++ .../oocytes_trisopterus_nucleus_2f_23.txt | 16 ++++++++++ .../oocytes_trisopterus_nucleus_2f_31.txt | 16 ++++++++++ .../oocytes_trisopterus_nucleus_2f_57.txt | 16 ++++++++++ .../oocytes_trisopterus_nucleus_2f_7.txt | 16 ++++++++++ .../oocytes_trisopterus_nucleus_2f_79.txt | 16 ++++++++++ .../oocytes_trisopterus_nucleus_2f_83.txt | 16 ++++++++++ .../oocytes_trisopterus_nucleus_2f_97.txt | 16 ++++++++++ .../oocytes_trisopterus_states_5b.txt | 16 ---------- .../oocytes_trisopterus_states_5b_1.txt | 17 +++++++++++ .../oocytes_trisopterus_states_5b_17.txt | 17 +++++++++++ .../oocytes_trisopterus_states_5b_1714.txt | 17 +++++++++++ .../oocytes_trisopterus_states_5b_23.txt | 17 +++++++++++ .../oocytes_trisopterus_states_5b_31.txt | 17 +++++++++++ .../oocytes_trisopterus_states_5b_57.txt | 17 +++++++++++ .../oocytes_trisopterus_states_5b_7.txt | 17 +++++++++++ .../oocytes_trisopterus_states_5b_79.txt | 17 +++++++++++ .../oocytes_trisopterus_states_5b_83.txt | 17 +++++++++++ .../oocytes_trisopterus_states_5b_97.txt | 17 +++++++++++ data/oc1output/parkinsons.txt | 15 ---------- data/oc1output/parkinsons_1.txt | 16 ++++++++++ data/oc1output/parkinsons_17.txt | 16 ++++++++++ data/oc1output/parkinsons_1714.txt | 16 ++++++++++ data/oc1output/parkinsons_23.txt | 16 ++++++++++ data/oc1output/parkinsons_31.txt | 16 ++++++++++ data/oc1output/parkinsons_57.txt | 16 ++++++++++ data/oc1output/parkinsons_7.txt | 16 ++++++++++ data/oc1output/parkinsons_79.txt | 16 ++++++++++ data/oc1output/parkinsons_83.txt | 16 ++++++++++ data/oc1output/parkinsons_97.txt | 15 ++++++++++ data/oc1output/pima.txt | 15 ---------- data/oc1output/pima_1.txt | 16 ++++++++++ data/oc1output/pima_17.txt | 16 ++++++++++ data/oc1output/pima_1714.txt | 16 ++++++++++ data/oc1output/pima_23.txt | 16 ++++++++++ data/oc1output/pima_31.txt | 16 ++++++++++ data/oc1output/pima_57.txt | 16 ++++++++++ data/oc1output/pima_7.txt | 16 ++++++++++ data/oc1output/pima_79.txt | 16 ++++++++++ data/oc1output/pima_83.txt | 16 ++++++++++ data/oc1output/pima_97.txt | 16 ++++++++++ data/oc1output/pittsburg-bridges-MATERIAL.txt | 17 ----------- .../pittsburg-bridges-MATERIAL_1.txt | 18 +++++++++++ .../pittsburg-bridges-MATERIAL_17.txt | 18 +++++++++++ .../pittsburg-bridges-MATERIAL_1714.txt | 18 +++++++++++ .../pittsburg-bridges-MATERIAL_23.txt | 18 +++++++++++ .../pittsburg-bridges-MATERIAL_31.txt | 18 +++++++++++ .../pittsburg-bridges-MATERIAL_57.txt | 18 +++++++++++ .../pittsburg-bridges-MATERIAL_7.txt | 18 +++++++++++ .../pittsburg-bridges-MATERIAL_79.txt | 18 +++++++++++ .../pittsburg-bridges-MATERIAL_83.txt | 18 +++++++++++ .../pittsburg-bridges-MATERIAL_97.txt | 18 +++++++++++ data/oc1output/pittsburg-bridges-REL-L.txt | 17 ----------- data/oc1output/pittsburg-bridges-REL-L_1.txt | 18 +++++++++++ data/oc1output/pittsburg-bridges-REL-L_17.txt | 18 +++++++++++ .../pittsburg-bridges-REL-L_1714.txt | 18 +++++++++++ data/oc1output/pittsburg-bridges-REL-L_23.txt | 18 +++++++++++ data/oc1output/pittsburg-bridges-REL-L_31.txt | 18 +++++++++++ data/oc1output/pittsburg-bridges-REL-L_57.txt | 18 +++++++++++ data/oc1output/pittsburg-bridges-REL-L_7.txt | 18 +++++++++++ data/oc1output/pittsburg-bridges-REL-L_79.txt | 18 +++++++++++ data/oc1output/pittsburg-bridges-REL-L_83.txt | 18 +++++++++++ data/oc1output/pittsburg-bridges-REL-L_97.txt | 18 +++++++++++ data/oc1output/pittsburg-bridges-SPAN.txt | 17 ----------- data/oc1output/pittsburg-bridges-SPAN_1.txt | 18 +++++++++++ data/oc1output/pittsburg-bridges-SPAN_17.txt | 18 +++++++++++ .../oc1output/pittsburg-bridges-SPAN_1714.txt | 18 +++++++++++ data/oc1output/pittsburg-bridges-SPAN_23.txt | 17 +++++++++++ data/oc1output/pittsburg-bridges-SPAN_31.txt | 18 +++++++++++ data/oc1output/pittsburg-bridges-SPAN_57.txt | 18 +++++++++++ data/oc1output/pittsburg-bridges-SPAN_7.txt | 18 +++++++++++ data/oc1output/pittsburg-bridges-SPAN_79.txt | 18 +++++++++++ data/oc1output/pittsburg-bridges-SPAN_83.txt | 18 +++++++++++ data/oc1output/pittsburg-bridges-SPAN_97.txt | 18 +++++++++++ data/oc1output/pittsburg-bridges-T-OR-D.txt | 16 ---------- data/oc1output/pittsburg-bridges-T-OR-D_1.txt | 16 ++++++++++ .../oc1output/pittsburg-bridges-T-OR-D_17.txt | 17 +++++++++++ .../pittsburg-bridges-T-OR-D_1714.txt | 17 +++++++++++ .../oc1output/pittsburg-bridges-T-OR-D_23.txt | 17 +++++++++++ .../oc1output/pittsburg-bridges-T-OR-D_31.txt | 17 +++++++++++ .../oc1output/pittsburg-bridges-T-OR-D_57.txt | 17 +++++++++++ data/oc1output/pittsburg-bridges-T-OR-D_7.txt | 17 +++++++++++ .../oc1output/pittsburg-bridges-T-OR-D_79.txt | 17 +++++++++++ .../oc1output/pittsburg-bridges-T-OR-D_83.txt | 17 +++++++++++ .../oc1output/pittsburg-bridges-T-OR-D_97.txt | 17 +++++++++++ data/oc1output/planning.txt | 16 ---------- data/oc1output/planning_1.txt | 17 +++++++++++ data/oc1output/planning_17.txt | 17 +++++++++++ data/oc1output/planning_1714.txt | 17 +++++++++++ data/oc1output/planning_23.txt | 17 +++++++++++ data/oc1output/planning_31.txt | 17 +++++++++++ data/oc1output/planning_57.txt | 17 +++++++++++ data/oc1output/planning_7.txt | 17 +++++++++++ data/oc1output/planning_79.txt | 17 +++++++++++ data/oc1output/planning_83.txt | 17 +++++++++++ data/oc1output/planning_97.txt | 17 +++++++++++ data/oc1output/post-operative.txt | 16 ---------- data/oc1output/post-operative_1.txt | 17 +++++++++++ data/oc1output/post-operative_17.txt | 17 +++++++++++ data/oc1output/post-operative_1714.txt | 17 +++++++++++ data/oc1output/post-operative_23.txt | 17 +++++++++++ data/oc1output/post-operative_31.txt | 17 +++++++++++ data/oc1output/post-operative_57.txt | 17 +++++++++++ data/oc1output/post-operative_7.txt | 17 +++++++++++ data/oc1output/post-operative_79.txt | 17 +++++++++++ data/oc1output/post-operative_83.txt | 17 +++++++++++ data/oc1output/post-operative_97.txt | 17 +++++++++++ data/oc1output/seeds.txt | 17 ----------- data/oc1output/seeds_1.txt | 18 +++++++++++ data/oc1output/seeds_17.txt | 18 +++++++++++ data/oc1output/seeds_1714.txt | 18 +++++++++++ data/oc1output/seeds_23.txt | 18 +++++++++++ data/oc1output/seeds_31.txt | 18 +++++++++++ data/oc1output/seeds_57.txt | 18 +++++++++++ data/oc1output/seeds_7.txt | 18 +++++++++++ data/oc1output/seeds_79.txt | 18 +++++++++++ data/oc1output/seeds_83.txt | 18 +++++++++++ data/oc1output/seeds_97.txt | 18 +++++++++++ data/oc1output/statlog-australian-credit.txt | 15 ---------- .../oc1output/statlog-australian-credit_1.txt | 16 ++++++++++ .../statlog-australian-credit_17.txt | 16 ++++++++++ .../statlog-australian-credit_1714.txt | 16 ++++++++++ .../statlog-australian-credit_23.txt | 16 ++++++++++ .../statlog-australian-credit_31.txt | 16 ++++++++++ .../statlog-australian-credit_57.txt | 16 ++++++++++ .../oc1output/statlog-australian-credit_7.txt | 16 ++++++++++ .../statlog-australian-credit_79.txt | 16 ++++++++++ .../statlog-australian-credit_83.txt | 16 ++++++++++ .../statlog-australian-credit_97.txt | 16 ++++++++++ data/oc1output/statlog-german-credit.txt | 16 ---------- data/oc1output/statlog-german-credit_1.txt | 17 +++++++++++ data/oc1output/statlog-german-credit_17.txt | 17 +++++++++++ data/oc1output/statlog-german-credit_1714.txt | 17 +++++++++++ data/oc1output/statlog-german-credit_23.txt | 17 +++++++++++ data/oc1output/statlog-german-credit_31.txt | 17 +++++++++++ data/oc1output/statlog-german-credit_57.txt | 17 +++++++++++ data/oc1output/statlog-german-credit_7.txt | 17 +++++++++++ data/oc1output/statlog-german-credit_79.txt | 17 +++++++++++ data/oc1output/statlog-german-credit_83.txt | 17 +++++++++++ data/oc1output/statlog-german-credit_97.txt | 17 +++++++++++ data/oc1output/statlog-heart.txt | 14 --------- data/oc1output/statlog-heart_1.txt | 16 ++++++++++ data/oc1output/statlog-heart_17.txt | 16 ++++++++++ data/oc1output/statlog-heart_1714.txt | 16 ++++++++++ data/oc1output/statlog-heart_23.txt | 16 ++++++++++ data/oc1output/statlog-heart_31.txt | 16 ++++++++++ data/oc1output/statlog-heart_57.txt | 16 ++++++++++ data/oc1output/statlog-heart_7.txt | 16 ++++++++++ data/oc1output/statlog-heart_79.txt | 16 ++++++++++ data/oc1output/statlog-heart_83.txt | 16 ++++++++++ data/oc1output/statlog-heart_97.txt | 16 ++++++++++ data/oc1output/statlog-image.txt | 20 ------------- data/oc1output/statlog-image_1.txt | 21 +++++++++++++ data/oc1output/statlog-image_17.txt | 21 +++++++++++++ data/oc1output/statlog-image_1714.txt | 21 +++++++++++++ data/oc1output/statlog-image_23.txt | 21 +++++++++++++ data/oc1output/statlog-image_31.txt | 21 +++++++++++++ data/oc1output/statlog-image_57.txt | 21 +++++++++++++ data/oc1output/statlog-image_7.txt | 21 +++++++++++++ data/oc1output/statlog-image_79.txt | 21 +++++++++++++ data/oc1output/statlog-image_83.txt | 21 +++++++++++++ data/oc1output/statlog-image_97.txt | 21 +++++++++++++ data/oc1output/statlog-vehicle.txt | 16 ---------- data/oc1output/statlog-vehicle_1.txt | 18 +++++++++++ data/oc1output/statlog-vehicle_17.txt | 18 +++++++++++ data/oc1output/statlog-vehicle_1714.txt | 18 +++++++++++ data/oc1output/statlog-vehicle_23.txt | 18 +++++++++++ data/oc1output/statlog-vehicle_31.txt | 18 +++++++++++ data/oc1output/statlog-vehicle_57.txt | 18 +++++++++++ data/oc1output/statlog-vehicle_7.txt | 18 +++++++++++ data/oc1output/statlog-vehicle_79.txt | 17 +++++++++++ data/oc1output/statlog-vehicle_83.txt | 18 +++++++++++ data/oc1output/statlog-vehicle_97.txt | 18 +++++++++++ data/oc1output/synthetic-control.txt | 20 ------------- data/oc1output/synthetic-control_1.txt | 21 +++++++++++++ data/oc1output/synthetic-control_17.txt | 21 +++++++++++++ data/oc1output/synthetic-control_1714.txt | 21 +++++++++++++ data/oc1output/synthetic-control_23.txt | 21 +++++++++++++ data/oc1output/synthetic-control_31.txt | 21 +++++++++++++ data/oc1output/synthetic-control_57.txt | 21 +++++++++++++ data/oc1output/synthetic-control_7.txt | 21 +++++++++++++ data/oc1output/synthetic-control_79.txt | 21 +++++++++++++ data/oc1output/synthetic-control_83.txt | 21 +++++++++++++ data/oc1output/synthetic-control_97.txt | 20 +++++++++++++ data/oc1output/tic-tac-toe.txt | 15 ---------- data/oc1output/tic-tac-toe_1.txt | 16 ++++++++++ data/oc1output/tic-tac-toe_17.txt | 16 ++++++++++ data/oc1output/tic-tac-toe_1714.txt | 16 ++++++++++ data/oc1output/tic-tac-toe_23.txt | 16 ++++++++++ data/oc1output/tic-tac-toe_31.txt | 16 ++++++++++ data/oc1output/tic-tac-toe_57.txt | 16 ++++++++++ data/oc1output/tic-tac-toe_7.txt | 15 ++++++++++ data/oc1output/tic-tac-toe_79.txt | 16 ++++++++++ data/oc1output/tic-tac-toe_83.txt | 16 ++++++++++ data/oc1output/tic-tac-toe_97.txt | 16 ++++++++++ data/oc1output/vertebral-column-2clases.txt | 16 ---------- data/oc1output/vertebral-column-2clases_1.txt | 17 +++++++++++ .../oc1output/vertebral-column-2clases_17.txt | 17 +++++++++++ .../vertebral-column-2clases_1714.txt | 17 +++++++++++ .../oc1output/vertebral-column-2clases_23.txt | 17 +++++++++++ .../oc1output/vertebral-column-2clases_31.txt | 17 +++++++++++ .../oc1output/vertebral-column-2clases_57.txt | 17 +++++++++++ data/oc1output/vertebral-column-2clases_7.txt | 17 +++++++++++ .../oc1output/vertebral-column-2clases_79.txt | 17 +++++++++++ .../oc1output/vertebral-column-2clases_83.txt | 17 +++++++++++ .../oc1output/vertebral-column-2clases_97.txt | 17 +++++++++++ data/oc1output/wine.txt | 17 ----------- data/oc1output/wine_1.txt | 17 +++++++++++ data/oc1output/wine_17.txt | 18 +++++++++++ data/oc1output/wine_1714.txt | 17 +++++++++++ data/oc1output/wine_23.txt | 18 +++++++++++ data/oc1output/wine_31.txt | 18 +++++++++++ data/oc1output/wine_57.txt | 18 +++++++++++ data/oc1output/wine_7.txt | 17 +++++++++++ data/oc1output/wine_79.txt | 18 +++++++++++ data/oc1output/wine_83.txt | 18 +++++++++++ data/oc1output/wine_97.txt | 18 +++++++++++ data/oc1output/zoo.txt | 20 ------------- data/oc1output/zoo_1.txt | 20 +++++++++++++ data/oc1output/zoo_17.txt | 21 +++++++++++++ data/oc1output/zoo_1714.txt | 21 +++++++++++++ data/oc1output/zoo_23.txt | 20 +++++++++++++ data/oc1output/zoo_31.txt | 20 +++++++++++++ data/oc1output/zoo_57.txt | 21 +++++++++++++ data/oc1output/zoo_7.txt | 20 +++++++++++++ data/oc1output/zoo_79.txt | 21 +++++++++++++ data/oc1output/zoo_83.txt | 20 +++++++++++++ data/oc1output/zoo_97.txt | 21 +++++++++++++ oc1results.py | 24 ++++++++------- 540 files changed, 8728 insertions(+), 833 deletions(-) delete mode 100755 data/oc1output/balance-scale.txt create mode 100644 data/oc1output/balance-scale_1.txt create mode 100644 data/oc1output/balance-scale_17.txt create mode 100644 data/oc1output/balance-scale_1714.txt create mode 100644 data/oc1output/balance-scale_23.txt create mode 100644 data/oc1output/balance-scale_31.txt create mode 100644 data/oc1output/balance-scale_57.txt create mode 100644 data/oc1output/balance-scale_7.txt create mode 100644 data/oc1output/balance-scale_79.txt create mode 100644 data/oc1output/balance-scale_83.txt create mode 100644 data/oc1output/balance-scale_97.txt delete mode 100755 data/oc1output/balloons.txt create mode 100644 data/oc1output/balloons_1.txt create mode 100644 data/oc1output/balloons_17.txt create mode 100644 data/oc1output/balloons_1714.txt create mode 100644 data/oc1output/balloons_23.txt create mode 100644 data/oc1output/balloons_31.txt create mode 100644 data/oc1output/balloons_57.txt create mode 100644 data/oc1output/balloons_7.txt create mode 100644 data/oc1output/balloons_79.txt create mode 100644 data/oc1output/balloons_83.txt create mode 100644 data/oc1output/balloons_97.txt delete mode 100755 data/oc1output/breast-cancer-wisc-diag.txt create mode 100644 data/oc1output/breast-cancer-wisc-diag_1.txt create mode 100644 data/oc1output/breast-cancer-wisc-diag_17.txt create mode 100644 data/oc1output/breast-cancer-wisc-diag_1714.txt create mode 100644 data/oc1output/breast-cancer-wisc-diag_23.txt create mode 100644 data/oc1output/breast-cancer-wisc-diag_31.txt create mode 100644 data/oc1output/breast-cancer-wisc-diag_57.txt create mode 100644 data/oc1output/breast-cancer-wisc-diag_7.txt create mode 100644 data/oc1output/breast-cancer-wisc-diag_79.txt create mode 100644 data/oc1output/breast-cancer-wisc-diag_83.txt create mode 100644 data/oc1output/breast-cancer-wisc-diag_97.txt delete mode 100755 data/oc1output/breast-cancer-wisc-prog.txt create mode 100644 data/oc1output/breast-cancer-wisc-prog_1.txt create mode 100644 data/oc1output/breast-cancer-wisc-prog_17.txt create mode 100644 data/oc1output/breast-cancer-wisc-prog_1714.txt create mode 100644 data/oc1output/breast-cancer-wisc-prog_23.txt create mode 100644 data/oc1output/breast-cancer-wisc-prog_31.txt create mode 100644 data/oc1output/breast-cancer-wisc-prog_57.txt create mode 100644 data/oc1output/breast-cancer-wisc-prog_7.txt create mode 100644 data/oc1output/breast-cancer-wisc-prog_79.txt create mode 100644 data/oc1output/breast-cancer-wisc-prog_83.txt create mode 100644 data/oc1output/breast-cancer-wisc-prog_97.txt delete mode 100755 data/oc1output/breast-cancer-wisc.txt create mode 100644 data/oc1output/breast-cancer-wisc_1.txt create mode 100644 data/oc1output/breast-cancer-wisc_17.txt create mode 100644 data/oc1output/breast-cancer-wisc_1714.txt create mode 100644 data/oc1output/breast-cancer-wisc_23.txt create mode 100644 data/oc1output/breast-cancer-wisc_31.txt create mode 100644 data/oc1output/breast-cancer-wisc_57.txt create mode 100644 data/oc1output/breast-cancer-wisc_7.txt create mode 100644 data/oc1output/breast-cancer-wisc_79.txt create mode 100644 data/oc1output/breast-cancer-wisc_83.txt create mode 100644 data/oc1output/breast-cancer-wisc_97.txt delete mode 100755 data/oc1output/breast-cancer.txt create mode 100644 data/oc1output/breast-cancer_1.txt create mode 100644 data/oc1output/breast-cancer_17.txt create mode 100644 data/oc1output/breast-cancer_1714.txt create mode 100644 data/oc1output/breast-cancer_23.txt create mode 100644 data/oc1output/breast-cancer_31.txt create mode 100644 data/oc1output/breast-cancer_57.txt create mode 100644 data/oc1output/breast-cancer_7.txt create mode 100644 data/oc1output/breast-cancer_79.txt create mode 100644 data/oc1output/breast-cancer_83.txt create mode 100644 data/oc1output/breast-cancer_97.txt delete mode 100755 data/oc1output/cardiotocography-10clases.txt create mode 100644 data/oc1output/cardiotocography-10clases_1.txt create mode 100644 data/oc1output/cardiotocography-10clases_17.txt create mode 100644 data/oc1output/cardiotocography-10clases_1714.txt create mode 100644 data/oc1output/cardiotocography-10clases_23.txt create mode 100644 data/oc1output/cardiotocography-10clases_31.txt create mode 100644 data/oc1output/cardiotocography-10clases_57.txt create mode 100644 data/oc1output/cardiotocography-10clases_7.txt create mode 100644 data/oc1output/cardiotocography-10clases_79.txt create mode 100644 data/oc1output/cardiotocography-10clases_83.txt create mode 100644 data/oc1output/cardiotocography-10clases_97.txt delete mode 100755 data/oc1output/cardiotocography-3clases.txt create mode 100644 data/oc1output/cardiotocography-3clases_1.txt create mode 100644 data/oc1output/cardiotocography-3clases_17.txt create mode 100644 data/oc1output/cardiotocography-3clases_1714.txt create mode 100644 data/oc1output/cardiotocography-3clases_23.txt create mode 100644 data/oc1output/cardiotocography-3clases_31.txt create mode 100644 data/oc1output/cardiotocography-3clases_57.txt create mode 100644 data/oc1output/cardiotocography-3clases_7.txt create mode 100644 data/oc1output/cardiotocography-3clases_79.txt create mode 100644 data/oc1output/cardiotocography-3clases_83.txt create mode 100644 data/oc1output/cardiotocography-3clases_97.txt delete mode 100755 data/oc1output/conn-bench-sonar-mines-rocks.txt create mode 100644 data/oc1output/conn-bench-sonar-mines-rocks_1.txt create mode 100644 data/oc1output/conn-bench-sonar-mines-rocks_17.txt create mode 100644 data/oc1output/conn-bench-sonar-mines-rocks_1714.txt create mode 100644 data/oc1output/conn-bench-sonar-mines-rocks_23.txt create mode 100644 data/oc1output/conn-bench-sonar-mines-rocks_31.txt create mode 100644 data/oc1output/conn-bench-sonar-mines-rocks_57.txt create mode 100644 data/oc1output/conn-bench-sonar-mines-rocks_7.txt create mode 100644 data/oc1output/conn-bench-sonar-mines-rocks_79.txt create mode 100644 data/oc1output/conn-bench-sonar-mines-rocks_83.txt create mode 100644 data/oc1output/conn-bench-sonar-mines-rocks_97.txt delete mode 100755 data/oc1output/cylinder-bands.txt create mode 100644 data/oc1output/cylinder-bands_1.txt create mode 100644 data/oc1output/cylinder-bands_17.txt create mode 100644 data/oc1output/cylinder-bands_1714.txt create mode 100644 data/oc1output/cylinder-bands_23.txt create mode 100644 data/oc1output/cylinder-bands_31.txt create mode 100644 data/oc1output/cylinder-bands_57.txt create mode 100644 data/oc1output/cylinder-bands_7.txt create mode 100644 data/oc1output/cylinder-bands_79.txt create mode 100644 data/oc1output/cylinder-bands_83.txt create mode 100644 data/oc1output/cylinder-bands_97.txt delete mode 100755 data/oc1output/dermatology.txt create mode 100644 data/oc1output/dermatology_1.txt create mode 100644 data/oc1output/dermatology_17.txt create mode 100644 data/oc1output/dermatology_1714.txt create mode 100644 data/oc1output/dermatology_23.txt create mode 100644 data/oc1output/dermatology_31.txt create mode 100644 data/oc1output/dermatology_57.txt create mode 100644 data/oc1output/dermatology_7.txt create mode 100644 data/oc1output/dermatology_79.txt create mode 100644 data/oc1output/dermatology_83.txt create mode 100644 data/oc1output/dermatology_97.txt delete mode 100755 data/oc1output/echocardiogram.txt create mode 100644 data/oc1output/echocardiogram_1.txt create mode 100644 data/oc1output/echocardiogram_17.txt create mode 100644 data/oc1output/echocardiogram_1714.txt create mode 100644 data/oc1output/echocardiogram_23.txt create mode 100644 data/oc1output/echocardiogram_31.txt create mode 100644 data/oc1output/echocardiogram_57.txt create mode 100644 data/oc1output/echocardiogram_7.txt create mode 100644 data/oc1output/echocardiogram_79.txt create mode 100644 data/oc1output/echocardiogram_83.txt create mode 100644 data/oc1output/echocardiogram_97.txt delete mode 100755 data/oc1output/fertility.txt create mode 100644 data/oc1output/fertility_1.txt create mode 100644 data/oc1output/fertility_17.txt create mode 100644 data/oc1output/fertility_1714.txt create mode 100644 data/oc1output/fertility_23.txt create mode 100644 data/oc1output/fertility_31.txt create mode 100644 data/oc1output/fertility_57.txt create mode 100644 data/oc1output/fertility_7.txt create mode 100644 data/oc1output/fertility_79.txt create mode 100644 data/oc1output/fertility_83.txt create mode 100644 data/oc1output/fertility_97.txt delete mode 100755 data/oc1output/haberman-survival.txt create mode 100644 data/oc1output/haberman-survival_1.txt create mode 100644 data/oc1output/haberman-survival_17.txt create mode 100644 data/oc1output/haberman-survival_1714.txt create mode 100644 data/oc1output/haberman-survival_23.txt create mode 100644 data/oc1output/haberman-survival_31.txt create mode 100644 data/oc1output/haberman-survival_57.txt create mode 100644 data/oc1output/haberman-survival_7.txt create mode 100644 data/oc1output/haberman-survival_79.txt create mode 100644 data/oc1output/haberman-survival_83.txt create mode 100644 data/oc1output/haberman-survival_97.txt delete mode 100755 data/oc1output/heart-hungarian.txt create mode 100644 data/oc1output/heart-hungarian_1.txt create mode 100644 data/oc1output/heart-hungarian_17.txt create mode 100644 data/oc1output/heart-hungarian_1714.txt create mode 100644 data/oc1output/heart-hungarian_23.txt create mode 100644 data/oc1output/heart-hungarian_31.txt create mode 100644 data/oc1output/heart-hungarian_57.txt create mode 100644 data/oc1output/heart-hungarian_7.txt create mode 100644 data/oc1output/heart-hungarian_79.txt create mode 100644 data/oc1output/heart-hungarian_83.txt create mode 100644 data/oc1output/heart-hungarian_97.txt delete mode 100755 data/oc1output/hepatitis.txt create mode 100644 data/oc1output/hepatitis_1.txt create mode 100644 data/oc1output/hepatitis_17.txt create mode 100644 data/oc1output/hepatitis_1714.txt create mode 100644 data/oc1output/hepatitis_23.txt create mode 100644 data/oc1output/hepatitis_31.txt create mode 100644 data/oc1output/hepatitis_57.txt create mode 100644 data/oc1output/hepatitis_7.txt create mode 100644 data/oc1output/hepatitis_79.txt create mode 100644 data/oc1output/hepatitis_83.txt create mode 100644 data/oc1output/hepatitis_97.txt delete mode 100755 data/oc1output/ilpd-indian-liver.txt create mode 100644 data/oc1output/ilpd-indian-liver_1.txt create mode 100644 data/oc1output/ilpd-indian-liver_17.txt create mode 100644 data/oc1output/ilpd-indian-liver_1714.txt create mode 100644 data/oc1output/ilpd-indian-liver_23.txt create mode 100644 data/oc1output/ilpd-indian-liver_31.txt create mode 100644 data/oc1output/ilpd-indian-liver_57.txt create mode 100644 data/oc1output/ilpd-indian-liver_7.txt create mode 100644 data/oc1output/ilpd-indian-liver_79.txt create mode 100644 data/oc1output/ilpd-indian-liver_83.txt create mode 100644 data/oc1output/ilpd-indian-liver_97.txt delete mode 100755 data/oc1output/ionosphere.txt create mode 100644 data/oc1output/ionosphere_1.txt create mode 100644 data/oc1output/ionosphere_17.txt create mode 100644 data/oc1output/ionosphere_1714.txt create mode 100644 data/oc1output/ionosphere_23.txt create mode 100644 data/oc1output/ionosphere_31.txt create mode 100644 data/oc1output/ionosphere_57.txt create mode 100644 data/oc1output/ionosphere_7.txt create mode 100644 data/oc1output/ionosphere_79.txt create mode 100644 data/oc1output/ionosphere_83.txt create mode 100644 data/oc1output/ionosphere_97.txt delete mode 100755 data/oc1output/iris.txt create mode 100644 data/oc1output/iris_1.txt create mode 100644 data/oc1output/iris_17.txt create mode 100644 data/oc1output/iris_1714.txt create mode 100644 data/oc1output/iris_23.txt create mode 100644 data/oc1output/iris_31.txt create mode 100644 data/oc1output/iris_57.txt create mode 100644 data/oc1output/iris_7.txt create mode 100644 data/oc1output/iris_79.txt create mode 100644 data/oc1output/iris_83.txt create mode 100644 data/oc1output/iris_97.txt delete mode 100755 data/oc1output/led-display.txt create mode 100644 data/oc1output/led-display_1.txt create mode 100644 data/oc1output/led-display_17.txt create mode 100644 data/oc1output/led-display_1714.txt create mode 100644 data/oc1output/led-display_23.txt create mode 100644 data/oc1output/led-display_31.txt create mode 100644 data/oc1output/led-display_57.txt create mode 100644 data/oc1output/led-display_7.txt create mode 100644 data/oc1output/led-display_79.txt create mode 100644 data/oc1output/led-display_83.txt create mode 100644 data/oc1output/led-display_97.txt delete mode 100755 data/oc1output/libras.txt create mode 100644 data/oc1output/libras_1.txt create mode 100644 data/oc1output/libras_17.txt create mode 100644 data/oc1output/libras_1714.txt create mode 100644 data/oc1output/libras_23.txt create mode 100644 data/oc1output/libras_31.txt create mode 100644 data/oc1output/libras_57.txt create mode 100644 data/oc1output/libras_7.txt create mode 100644 data/oc1output/libras_79.txt create mode 100644 data/oc1output/libras_83.txt create mode 100644 data/oc1output/libras_97.txt delete mode 100755 data/oc1output/low-res-spect.txt create mode 100644 data/oc1output/low-res-spect_1.txt create mode 100644 data/oc1output/low-res-spect_17.txt create mode 100644 data/oc1output/low-res-spect_1714.txt create mode 100644 data/oc1output/low-res-spect_23.txt create mode 100644 data/oc1output/low-res-spect_31.txt create mode 100644 data/oc1output/low-res-spect_57.txt create mode 100644 data/oc1output/low-res-spect_7.txt create mode 100644 data/oc1output/low-res-spect_79.txt create mode 100644 data/oc1output/low-res-spect_83.txt create mode 100644 data/oc1output/low-res-spect_97.txt delete mode 100755 data/oc1output/lymphography.txt create mode 100644 data/oc1output/lymphography_1.txt create mode 100644 data/oc1output/lymphography_17.txt create mode 100644 data/oc1output/lymphography_1714.txt create mode 100644 data/oc1output/lymphography_23.txt create mode 100644 data/oc1output/lymphography_31.txt create mode 100644 data/oc1output/lymphography_57.txt create mode 100644 data/oc1output/lymphography_7.txt create mode 100644 data/oc1output/lymphography_79.txt create mode 100644 data/oc1output/lymphography_83.txt create mode 100644 data/oc1output/lymphography_97.txt delete mode 100755 data/oc1output/mammographic.txt create mode 100644 data/oc1output/mammographic_1.txt create mode 100644 data/oc1output/mammographic_17.txt create mode 100644 data/oc1output/mammographic_1714.txt create mode 100644 data/oc1output/mammographic_23.txt create mode 100644 data/oc1output/mammographic_31.txt create mode 100644 data/oc1output/mammographic_57.txt create mode 100644 data/oc1output/mammographic_7.txt create mode 100644 data/oc1output/mammographic_79.txt create mode 100644 data/oc1output/mammographic_83.txt create mode 100644 data/oc1output/mammographic_97.txt delete mode 100755 data/oc1output/molec-biol-promoter.txt create mode 100644 data/oc1output/molec-biol-promoter_1.txt create mode 100644 data/oc1output/molec-biol-promoter_17.txt create mode 100644 data/oc1output/molec-biol-promoter_1714.txt create mode 100644 data/oc1output/molec-biol-promoter_23.txt create mode 100644 data/oc1output/molec-biol-promoter_31.txt create mode 100644 data/oc1output/molec-biol-promoter_57.txt create mode 100644 data/oc1output/molec-biol-promoter_7.txt create mode 100644 data/oc1output/molec-biol-promoter_79.txt create mode 100644 data/oc1output/molec-biol-promoter_83.txt create mode 100644 data/oc1output/molec-biol-promoter_97.txt delete mode 100755 data/oc1output/musk-1.txt create mode 100644 data/oc1output/musk-1_1.txt create mode 100644 data/oc1output/musk-1_17.txt create mode 100644 data/oc1output/musk-1_1714.txt create mode 100644 data/oc1output/musk-1_23.txt create mode 100644 data/oc1output/musk-1_31.txt create mode 100644 data/oc1output/musk-1_57.txt create mode 100644 data/oc1output/musk-1_7.txt create mode 100644 data/oc1output/musk-1_79.txt create mode 100644 data/oc1output/musk-1_83.txt create mode 100644 data/oc1output/musk-1_97.txt delete mode 100755 data/oc1output/oocytes_merluccius_nucleus_4d.txt create mode 100644 data/oc1output/oocytes_merluccius_nucleus_4d_1.txt create mode 100644 data/oc1output/oocytes_merluccius_nucleus_4d_17.txt create mode 100644 data/oc1output/oocytes_merluccius_nucleus_4d_1714.txt create mode 100644 data/oc1output/oocytes_merluccius_nucleus_4d_23.txt create mode 100644 data/oc1output/oocytes_merluccius_nucleus_4d_31.txt create mode 100644 data/oc1output/oocytes_merluccius_nucleus_4d_57.txt create mode 100644 data/oc1output/oocytes_merluccius_nucleus_4d_7.txt create mode 100644 data/oc1output/oocytes_merluccius_nucleus_4d_79.txt create mode 100644 data/oc1output/oocytes_merluccius_nucleus_4d_83.txt create mode 100644 data/oc1output/oocytes_merluccius_nucleus_4d_97.txt delete mode 100755 data/oc1output/oocytes_merluccius_states_2f.txt create mode 100644 data/oc1output/oocytes_merluccius_states_2f_1.txt create mode 100644 data/oc1output/oocytes_merluccius_states_2f_17.txt create mode 100644 data/oc1output/oocytes_merluccius_states_2f_1714.txt create mode 100644 data/oc1output/oocytes_merluccius_states_2f_23.txt create mode 100644 data/oc1output/oocytes_merluccius_states_2f_31.txt create mode 100644 data/oc1output/oocytes_merluccius_states_2f_57.txt create mode 100644 data/oc1output/oocytes_merluccius_states_2f_7.txt create mode 100644 data/oc1output/oocytes_merluccius_states_2f_79.txt create mode 100644 data/oc1output/oocytes_merluccius_states_2f_83.txt create mode 100644 data/oc1output/oocytes_merluccius_states_2f_97.txt delete mode 100755 data/oc1output/oocytes_trisopterus_nucleus_2f.txt create mode 100644 data/oc1output/oocytes_trisopterus_nucleus_2f_1.txt create mode 100644 data/oc1output/oocytes_trisopterus_nucleus_2f_17.txt create mode 100644 data/oc1output/oocytes_trisopterus_nucleus_2f_1714.txt create mode 100644 data/oc1output/oocytes_trisopterus_nucleus_2f_23.txt create mode 100644 data/oc1output/oocytes_trisopterus_nucleus_2f_31.txt create mode 100644 data/oc1output/oocytes_trisopterus_nucleus_2f_57.txt create mode 100644 data/oc1output/oocytes_trisopterus_nucleus_2f_7.txt create mode 100644 data/oc1output/oocytes_trisopterus_nucleus_2f_79.txt create mode 100644 data/oc1output/oocytes_trisopterus_nucleus_2f_83.txt create mode 100644 data/oc1output/oocytes_trisopterus_nucleus_2f_97.txt delete mode 100755 data/oc1output/oocytes_trisopterus_states_5b.txt create mode 100644 data/oc1output/oocytes_trisopterus_states_5b_1.txt create mode 100644 data/oc1output/oocytes_trisopterus_states_5b_17.txt create mode 100644 data/oc1output/oocytes_trisopterus_states_5b_1714.txt create mode 100644 data/oc1output/oocytes_trisopterus_states_5b_23.txt create mode 100644 data/oc1output/oocytes_trisopterus_states_5b_31.txt create mode 100644 data/oc1output/oocytes_trisopterus_states_5b_57.txt create mode 100644 data/oc1output/oocytes_trisopterus_states_5b_7.txt create mode 100644 data/oc1output/oocytes_trisopterus_states_5b_79.txt create mode 100644 data/oc1output/oocytes_trisopterus_states_5b_83.txt create mode 100644 data/oc1output/oocytes_trisopterus_states_5b_97.txt delete mode 100755 data/oc1output/parkinsons.txt create mode 100644 data/oc1output/parkinsons_1.txt create mode 100644 data/oc1output/parkinsons_17.txt create mode 100644 data/oc1output/parkinsons_1714.txt create mode 100644 data/oc1output/parkinsons_23.txt create mode 100644 data/oc1output/parkinsons_31.txt create mode 100644 data/oc1output/parkinsons_57.txt create mode 100644 data/oc1output/parkinsons_7.txt create mode 100644 data/oc1output/parkinsons_79.txt create mode 100644 data/oc1output/parkinsons_83.txt create mode 100644 data/oc1output/parkinsons_97.txt delete mode 100755 data/oc1output/pima.txt create mode 100644 data/oc1output/pima_1.txt create mode 100644 data/oc1output/pima_17.txt create mode 100644 data/oc1output/pima_1714.txt create mode 100644 data/oc1output/pima_23.txt create mode 100644 data/oc1output/pima_31.txt create mode 100644 data/oc1output/pima_57.txt create mode 100644 data/oc1output/pima_7.txt create mode 100644 data/oc1output/pima_79.txt create mode 100644 data/oc1output/pima_83.txt create mode 100644 data/oc1output/pima_97.txt delete mode 100755 data/oc1output/pittsburg-bridges-MATERIAL.txt create mode 100644 data/oc1output/pittsburg-bridges-MATERIAL_1.txt create mode 100644 data/oc1output/pittsburg-bridges-MATERIAL_17.txt create mode 100644 data/oc1output/pittsburg-bridges-MATERIAL_1714.txt create mode 100644 data/oc1output/pittsburg-bridges-MATERIAL_23.txt create mode 100644 data/oc1output/pittsburg-bridges-MATERIAL_31.txt create mode 100644 data/oc1output/pittsburg-bridges-MATERIAL_57.txt create mode 100644 data/oc1output/pittsburg-bridges-MATERIAL_7.txt create mode 100644 data/oc1output/pittsburg-bridges-MATERIAL_79.txt create mode 100644 data/oc1output/pittsburg-bridges-MATERIAL_83.txt create mode 100644 data/oc1output/pittsburg-bridges-MATERIAL_97.txt delete mode 100755 data/oc1output/pittsburg-bridges-REL-L.txt create mode 100644 data/oc1output/pittsburg-bridges-REL-L_1.txt create mode 100644 data/oc1output/pittsburg-bridges-REL-L_17.txt create mode 100644 data/oc1output/pittsburg-bridges-REL-L_1714.txt create mode 100644 data/oc1output/pittsburg-bridges-REL-L_23.txt create mode 100644 data/oc1output/pittsburg-bridges-REL-L_31.txt create mode 100644 data/oc1output/pittsburg-bridges-REL-L_57.txt create mode 100644 data/oc1output/pittsburg-bridges-REL-L_7.txt create mode 100644 data/oc1output/pittsburg-bridges-REL-L_79.txt create mode 100644 data/oc1output/pittsburg-bridges-REL-L_83.txt create mode 100644 data/oc1output/pittsburg-bridges-REL-L_97.txt delete mode 100755 data/oc1output/pittsburg-bridges-SPAN.txt create mode 100644 data/oc1output/pittsburg-bridges-SPAN_1.txt create mode 100644 data/oc1output/pittsburg-bridges-SPAN_17.txt create mode 100644 data/oc1output/pittsburg-bridges-SPAN_1714.txt create mode 100644 data/oc1output/pittsburg-bridges-SPAN_23.txt create mode 100644 data/oc1output/pittsburg-bridges-SPAN_31.txt create mode 100644 data/oc1output/pittsburg-bridges-SPAN_57.txt create mode 100644 data/oc1output/pittsburg-bridges-SPAN_7.txt create mode 100644 data/oc1output/pittsburg-bridges-SPAN_79.txt create mode 100644 data/oc1output/pittsburg-bridges-SPAN_83.txt create mode 100644 data/oc1output/pittsburg-bridges-SPAN_97.txt delete mode 100755 data/oc1output/pittsburg-bridges-T-OR-D.txt create mode 100644 data/oc1output/pittsburg-bridges-T-OR-D_1.txt create mode 100644 data/oc1output/pittsburg-bridges-T-OR-D_17.txt create mode 100644 data/oc1output/pittsburg-bridges-T-OR-D_1714.txt create mode 100644 data/oc1output/pittsburg-bridges-T-OR-D_23.txt create mode 100644 data/oc1output/pittsburg-bridges-T-OR-D_31.txt create mode 100644 data/oc1output/pittsburg-bridges-T-OR-D_57.txt create mode 100644 data/oc1output/pittsburg-bridges-T-OR-D_7.txt create mode 100644 data/oc1output/pittsburg-bridges-T-OR-D_79.txt create mode 100644 data/oc1output/pittsburg-bridges-T-OR-D_83.txt create mode 100644 data/oc1output/pittsburg-bridges-T-OR-D_97.txt delete mode 100755 data/oc1output/planning.txt create mode 100644 data/oc1output/planning_1.txt create mode 100644 data/oc1output/planning_17.txt create mode 100644 data/oc1output/planning_1714.txt create mode 100644 data/oc1output/planning_23.txt create mode 100644 data/oc1output/planning_31.txt create mode 100644 data/oc1output/planning_57.txt create mode 100644 data/oc1output/planning_7.txt create mode 100644 data/oc1output/planning_79.txt create mode 100644 data/oc1output/planning_83.txt create mode 100644 data/oc1output/planning_97.txt delete mode 100755 data/oc1output/post-operative.txt create mode 100644 data/oc1output/post-operative_1.txt create mode 100644 data/oc1output/post-operative_17.txt create mode 100644 data/oc1output/post-operative_1714.txt create mode 100644 data/oc1output/post-operative_23.txt create mode 100644 data/oc1output/post-operative_31.txt create mode 100644 data/oc1output/post-operative_57.txt create mode 100644 data/oc1output/post-operative_7.txt create mode 100644 data/oc1output/post-operative_79.txt create mode 100644 data/oc1output/post-operative_83.txt create mode 100644 data/oc1output/post-operative_97.txt delete mode 100755 data/oc1output/seeds.txt create mode 100644 data/oc1output/seeds_1.txt create mode 100644 data/oc1output/seeds_17.txt create mode 100644 data/oc1output/seeds_1714.txt create mode 100644 data/oc1output/seeds_23.txt create mode 100644 data/oc1output/seeds_31.txt create mode 100644 data/oc1output/seeds_57.txt create mode 100644 data/oc1output/seeds_7.txt create mode 100644 data/oc1output/seeds_79.txt create mode 100644 data/oc1output/seeds_83.txt create mode 100644 data/oc1output/seeds_97.txt delete mode 100755 data/oc1output/statlog-australian-credit.txt create mode 100644 data/oc1output/statlog-australian-credit_1.txt create mode 100644 data/oc1output/statlog-australian-credit_17.txt create mode 100644 data/oc1output/statlog-australian-credit_1714.txt create mode 100644 data/oc1output/statlog-australian-credit_23.txt create mode 100644 data/oc1output/statlog-australian-credit_31.txt create mode 100644 data/oc1output/statlog-australian-credit_57.txt create mode 100644 data/oc1output/statlog-australian-credit_7.txt create mode 100644 data/oc1output/statlog-australian-credit_79.txt create mode 100644 data/oc1output/statlog-australian-credit_83.txt create mode 100644 data/oc1output/statlog-australian-credit_97.txt delete mode 100755 data/oc1output/statlog-german-credit.txt create mode 100644 data/oc1output/statlog-german-credit_1.txt create mode 100644 data/oc1output/statlog-german-credit_17.txt create mode 100644 data/oc1output/statlog-german-credit_1714.txt create mode 100644 data/oc1output/statlog-german-credit_23.txt create mode 100644 data/oc1output/statlog-german-credit_31.txt create mode 100644 data/oc1output/statlog-german-credit_57.txt create mode 100644 data/oc1output/statlog-german-credit_7.txt create mode 100644 data/oc1output/statlog-german-credit_79.txt create mode 100644 data/oc1output/statlog-german-credit_83.txt create mode 100644 data/oc1output/statlog-german-credit_97.txt delete mode 100755 data/oc1output/statlog-heart.txt create mode 100644 data/oc1output/statlog-heart_1.txt create mode 100644 data/oc1output/statlog-heart_17.txt create mode 100644 data/oc1output/statlog-heart_1714.txt create mode 100644 data/oc1output/statlog-heart_23.txt create mode 100644 data/oc1output/statlog-heart_31.txt create mode 100644 data/oc1output/statlog-heart_57.txt create mode 100644 data/oc1output/statlog-heart_7.txt create mode 100644 data/oc1output/statlog-heart_79.txt create mode 100644 data/oc1output/statlog-heart_83.txt create mode 100644 data/oc1output/statlog-heart_97.txt delete mode 100755 data/oc1output/statlog-image.txt create mode 100644 data/oc1output/statlog-image_1.txt create mode 100644 data/oc1output/statlog-image_17.txt create mode 100644 data/oc1output/statlog-image_1714.txt create mode 100644 data/oc1output/statlog-image_23.txt create mode 100644 data/oc1output/statlog-image_31.txt create mode 100644 data/oc1output/statlog-image_57.txt create mode 100644 data/oc1output/statlog-image_7.txt create mode 100644 data/oc1output/statlog-image_79.txt create mode 100644 data/oc1output/statlog-image_83.txt create mode 100644 data/oc1output/statlog-image_97.txt delete mode 100755 data/oc1output/statlog-vehicle.txt create mode 100644 data/oc1output/statlog-vehicle_1.txt create mode 100644 data/oc1output/statlog-vehicle_17.txt create mode 100644 data/oc1output/statlog-vehicle_1714.txt create mode 100644 data/oc1output/statlog-vehicle_23.txt create mode 100644 data/oc1output/statlog-vehicle_31.txt create mode 100644 data/oc1output/statlog-vehicle_57.txt create mode 100644 data/oc1output/statlog-vehicle_7.txt create mode 100644 data/oc1output/statlog-vehicle_79.txt create mode 100644 data/oc1output/statlog-vehicle_83.txt create mode 100644 data/oc1output/statlog-vehicle_97.txt delete mode 100755 data/oc1output/synthetic-control.txt create mode 100644 data/oc1output/synthetic-control_1.txt create mode 100644 data/oc1output/synthetic-control_17.txt create mode 100644 data/oc1output/synthetic-control_1714.txt create mode 100644 data/oc1output/synthetic-control_23.txt create mode 100644 data/oc1output/synthetic-control_31.txt create mode 100644 data/oc1output/synthetic-control_57.txt create mode 100644 data/oc1output/synthetic-control_7.txt create mode 100644 data/oc1output/synthetic-control_79.txt create mode 100644 data/oc1output/synthetic-control_83.txt create mode 100644 data/oc1output/synthetic-control_97.txt delete mode 100755 data/oc1output/tic-tac-toe.txt create mode 100644 data/oc1output/tic-tac-toe_1.txt create mode 100644 data/oc1output/tic-tac-toe_17.txt create mode 100644 data/oc1output/tic-tac-toe_1714.txt create mode 100644 data/oc1output/tic-tac-toe_23.txt create mode 100644 data/oc1output/tic-tac-toe_31.txt create mode 100644 data/oc1output/tic-tac-toe_57.txt create mode 100644 data/oc1output/tic-tac-toe_7.txt create mode 100644 data/oc1output/tic-tac-toe_79.txt create mode 100644 data/oc1output/tic-tac-toe_83.txt create mode 100644 data/oc1output/tic-tac-toe_97.txt delete mode 100755 data/oc1output/vertebral-column-2clases.txt create mode 100644 data/oc1output/vertebral-column-2clases_1.txt create mode 100644 data/oc1output/vertebral-column-2clases_17.txt create mode 100644 data/oc1output/vertebral-column-2clases_1714.txt create mode 100644 data/oc1output/vertebral-column-2clases_23.txt create mode 100644 data/oc1output/vertebral-column-2clases_31.txt create mode 100644 data/oc1output/vertebral-column-2clases_57.txt create mode 100644 data/oc1output/vertebral-column-2clases_7.txt create mode 100644 data/oc1output/vertebral-column-2clases_79.txt create mode 100644 data/oc1output/vertebral-column-2clases_83.txt create mode 100644 data/oc1output/vertebral-column-2clases_97.txt delete mode 100755 data/oc1output/wine.txt create mode 100644 data/oc1output/wine_1.txt create mode 100644 data/oc1output/wine_17.txt create mode 100644 data/oc1output/wine_1714.txt create mode 100644 data/oc1output/wine_23.txt create mode 100644 data/oc1output/wine_31.txt create mode 100644 data/oc1output/wine_57.txt create mode 100644 data/oc1output/wine_7.txt create mode 100644 data/oc1output/wine_79.txt create mode 100644 data/oc1output/wine_83.txt create mode 100644 data/oc1output/wine_97.txt delete mode 100755 data/oc1output/zoo.txt create mode 100644 data/oc1output/zoo_1.txt create mode 100644 data/oc1output/zoo_17.txt create mode 100644 data/oc1output/zoo_1714.txt create mode 100644 data/oc1output/zoo_23.txt create mode 100644 data/oc1output/zoo_31.txt create mode 100644 data/oc1output/zoo_57.txt create mode 100644 data/oc1output/zoo_7.txt create mode 100644 data/oc1output/zoo_79.txt create mode 100644 data/oc1output/zoo_83.txt create mode 100644 data/oc1output/zoo_97.txt diff --git a/data/oc1output/balance-scale.txt b/data/oc1output/balance-scale.txt deleted file mode 100755 index 0b4673d..0000000 --- a/data/oc1output/balance-scale.txt +++ /dev/null @@ -1,16 +0,0 @@ -Remapping class numbers: - 0 To 1 - 1 To 3 -Pruned decision tree written to csv/balance-scale.csv.dt. -Unpruned decision tree written to csv/balance-scale.csv.dt.unpruned. -fold 1: acc. = 91.20 #leaves = 16 max. depth = 9 -fold 2: acc. = 86.40 #leaves = 30 max. depth = 9 -fold 3: acc. = 96.00 #leaves = 20 max. depth = 8 -fold 4: acc. = 92.80 #leaves = 17 max. depth = 5 -fold 5: acc. = 94.40 #leaves = 22 max. depth = 7 -***1***0.9119999***0.1581740*** -***2***0.8640000***0.1515590*** -***3***0.9600000***0.1653910*** -***4***0.9280000***0.1579360*** -***5***0.9440000***0.1317500*** -accuracy = 92.16 #leaves = 21.00 max depth = 7.60 diff --git a/data/oc1output/balance-scale_1.txt b/data/oc1output/balance-scale_1.txt new file mode 100644 index 0000000..5453b61 --- /dev/null +++ b/data/oc1output/balance-scale_1.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 3 +Pruned decision tree written to csv/balance-scale.csv.dt. +Unpruned decision tree written to csv/balance-scale.csv.dt.unpruned. +fold 1: acc. = 91.20 #leaves = 20 max. depth = 7 +fold 2: acc. = 96.00 #leaves = 17 max. depth = 6 +fold 3: acc. = 95.20 #leaves = 23 max. depth = 6 +fold 4: acc. = 87.20 #leaves = 20 max. depth = 6 +fold 5: acc. = 90.40 #leaves = 22 max. depth = 11 +***1***0.9119999***0.1376720*** +***2***0.9600000***0.1428280*** +***3***0.9520000***0.1508450*** +***4***0.8720000***0.1378460*** +***5***0.9040000***0.1278830*** +accuracy = 92.00 #leaves = 20.40 max depth = 7.20 + diff --git a/data/oc1output/balance-scale_17.txt b/data/oc1output/balance-scale_17.txt new file mode 100644 index 0000000..70b10e1 --- /dev/null +++ b/data/oc1output/balance-scale_17.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 3 +Pruned decision tree written to csv/balance-scale.csv.dt. +Unpruned decision tree written to csv/balance-scale.csv.dt.unpruned. +fold 1: acc. = 88.00 #leaves = 7 max. depth = 5 +fold 2: acc. = 90.40 #leaves = 26 max. depth = 9 +fold 3: acc. = 95.20 #leaves = 22 max. depth = 6 +fold 4: acc. = 95.20 #leaves = 24 max. depth = 8 +fold 5: acc. = 94.40 #leaves = 23 max. depth = 6 +***1***0.8800000***0.1742090*** +***2***0.9040000***0.1320760*** +***3***0.9520000***0.1613200*** +***4***0.9520000***0.1710910*** +***5***0.9440000***0.1351510*** +accuracy = 92.64 #leaves = 20.40 max depth = 6.80 + diff --git a/data/oc1output/balance-scale_1714.txt b/data/oc1output/balance-scale_1714.txt new file mode 100644 index 0000000..2385a1a --- /dev/null +++ b/data/oc1output/balance-scale_1714.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 3 +Pruned decision tree written to csv/balance-scale.csv.dt. +Unpruned decision tree written to csv/balance-scale.csv.dt.unpruned. +fold 1: acc. = 91.20 #leaves = 3 max. depth = 2 +fold 2: acc. = 91.20 #leaves = 25 max. depth = 7 +fold 3: acc. = 92.80 #leaves = 17 max. depth = 6 +fold 4: acc. = 92.00 #leaves = 25 max. depth = 9 +fold 5: acc. = 93.60 #leaves = 19 max. depth = 7 +***1***0.9119999***0.2047800*** +***2***0.9119999***0.1773540*** +***3***0.9280000***0.1437680*** +***4***0.9200000***0.1893400*** +***5***0.9360000***0.1444770*** +accuracy = 92.16 #leaves = 17.80 max depth = 6.20 + diff --git a/data/oc1output/balance-scale_23.txt b/data/oc1output/balance-scale_23.txt new file mode 100644 index 0000000..5d6c420 --- /dev/null +++ b/data/oc1output/balance-scale_23.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 3 +Pruned decision tree written to csv/balance-scale.csv.dt. +Unpruned decision tree written to csv/balance-scale.csv.dt.unpruned. +fold 1: acc. = 94.40 #leaves = 9 max. depth = 6 +fold 2: acc. = 90.40 #leaves = 21 max. depth = 6 +fold 3: acc. = 91.20 #leaves = 21 max. depth = 6 +fold 4: acc. = 95.20 #leaves = 20 max. depth = 6 +fold 5: acc. = 95.20 #leaves = 20 max. depth = 6 +***1***0.9440000***0.1123480*** +***2***0.9040000***0.1538760*** +***3***0.9119999***0.1522410*** +***4***0.9520000***0.1502330*** +***5***0.9520000***0.1912490*** +accuracy = 93.28 #leaves = 18.20 max depth = 6.00 + diff --git a/data/oc1output/balance-scale_31.txt b/data/oc1output/balance-scale_31.txt new file mode 100644 index 0000000..befad2f --- /dev/null +++ b/data/oc1output/balance-scale_31.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 3 +Pruned decision tree written to csv/balance-scale.csv.dt. +Unpruned decision tree written to csv/balance-scale.csv.dt.unpruned. +fold 1: acc. = 88.80 #leaves = 4 max. depth = 3 +fold 2: acc. = 93.60 #leaves = 20 max. depth = 6 +fold 3: acc. = 89.60 #leaves = 16 max. depth = 7 +fold 4: acc. = 90.40 #leaves = 22 max. depth = 7 +fold 5: acc. = 92.80 #leaves = 20 max. depth = 6 +***1***0.8880000***0.1684610*** +***2***0.9360000***0.1583620*** +***3***0.8960000***0.1053100*** +***4***0.9040000***0.1816020*** +***5***0.9280000***0.1271500*** +accuracy = 91.04 #leaves = 16.40 max depth = 5.80 + diff --git a/data/oc1output/balance-scale_57.txt b/data/oc1output/balance-scale_57.txt new file mode 100644 index 0000000..0f83651 --- /dev/null +++ b/data/oc1output/balance-scale_57.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 3 +Pruned decision tree written to csv/balance-scale.csv.dt. +Unpruned decision tree written to csv/balance-scale.csv.dt.unpruned. +fold 1: acc. = 90.40 #leaves = 16 max. depth = 7 +fold 2: acc. = 93.60 #leaves = 22 max. depth = 7 +fold 3: acc. = 92.00 #leaves = 19 max. depth = 6 +fold 4: acc. = 88.80 #leaves = 21 max. depth = 5 +fold 5: acc. = 92.00 #leaves = 25 max. depth = 7 +***1***0.9040000***0.1495390*** +***2***0.9360000***0.1578690*** +***3***0.9200000***0.1519580*** +***4***0.8880000***0.1530540*** +***5***0.9200000***0.1485840*** +accuracy = 91.36 #leaves = 20.60 max depth = 6.40 + diff --git a/data/oc1output/balance-scale_7.txt b/data/oc1output/balance-scale_7.txt new file mode 100644 index 0000000..a3864c1 --- /dev/null +++ b/data/oc1output/balance-scale_7.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 3 +Pruned decision tree written to csv/balance-scale.csv.dt. +Unpruned decision tree written to csv/balance-scale.csv.dt.unpruned. +fold 1: acc. = 90.40 #leaves = 4 max. depth = 3 +fold 2: acc. = 90.40 #leaves = 22 max. depth = 7 +fold 3: acc. = 93.60 #leaves = 23 max. depth = 6 +fold 4: acc. = 92.80 #leaves = 20 max. depth = 6 +fold 5: acc. = 93.60 #leaves = 23 max. depth = 7 +***1***0.9040000***0.1173850*** +***2***0.9040000***0.1523650*** +***3***0.9360000***0.1521940*** +***4***0.9280000***0.1542740*** +***5***0.9360000***0.1451140*** +accuracy = 92.16 #leaves = 18.40 max depth = 5.80 + diff --git a/data/oc1output/balance-scale_79.txt b/data/oc1output/balance-scale_79.txt new file mode 100644 index 0000000..beae8ac --- /dev/null +++ b/data/oc1output/balance-scale_79.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 3 +Pruned decision tree written to csv/balance-scale.csv.dt. +Unpruned decision tree written to csv/balance-scale.csv.dt.unpruned. +fold 1: acc. = 92.00 #leaves = 7 max. depth = 5 +fold 2: acc. = 92.00 #leaves = 24 max. depth = 7 +fold 3: acc. = 92.00 #leaves = 22 max. depth = 7 +fold 4: acc. = 92.80 #leaves = 17 max. depth = 7 +fold 5: acc. = 90.40 #leaves = 18 max. depth = 7 +***1***0.9200000***0.1560700*** +***2***0.9200000***0.2082680*** +***3***0.9200000***0.1455630*** +***4***0.9280000***0.1115600*** +***5***0.9040000***0.1339720*** +accuracy = 91.84 #leaves = 17.60 max depth = 6.60 + diff --git a/data/oc1output/balance-scale_83.txt b/data/oc1output/balance-scale_83.txt new file mode 100644 index 0000000..74fda85 --- /dev/null +++ b/data/oc1output/balance-scale_83.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 3 +Pruned decision tree written to csv/balance-scale.csv.dt. +Unpruned decision tree written to csv/balance-scale.csv.dt.unpruned. +fold 1: acc. = 96.80 #leaves = 17 max. depth = 6 +fold 2: acc. = 85.60 #leaves = 24 max. depth = 9 +fold 3: acc. = 92.80 #leaves = 20 max. depth = 9 +fold 4: acc. = 91.20 #leaves = 25 max. depth = 7 +fold 5: acc. = 89.60 #leaves = 20 max. depth = 8 +***1***0.9680001***0.1825770*** +***2***0.8560000***0.1775970*** +***3***0.9280000***0.1379930*** +***4***0.9119999***0.1731700*** +***5***0.8960000***0.1532090*** +accuracy = 91.20 #leaves = 21.20 max depth = 7.80 + diff --git a/data/oc1output/balance-scale_97.txt b/data/oc1output/balance-scale_97.txt new file mode 100644 index 0000000..4f2e58d --- /dev/null +++ b/data/oc1output/balance-scale_97.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 3 +Pruned decision tree written to csv/balance-scale.csv.dt. +Unpruned decision tree written to csv/balance-scale.csv.dt.unpruned. +fold 1: acc. = 90.40 #leaves = 3 max. depth = 2 +fold 2: acc. = 91.20 #leaves = 20 max. depth = 9 +fold 3: acc. = 92.80 #leaves = 22 max. depth = 6 +fold 4: acc. = 91.20 #leaves = 30 max. depth = 10 +fold 5: acc. = 92.00 #leaves = 21 max. depth = 10 +***1***0.9040000***0.1535620*** +***2***0.9119999***0.1267080*** +***3***0.9280000***0.1401320*** +***4***0.9119999***0.1421460*** +***5***0.9200000***0.1283360*** +accuracy = 91.52 #leaves = 19.20 max depth = 7.40 + diff --git a/data/oc1output/balloons.txt b/data/oc1output/balloons.txt deleted file mode 100755 index a9d6ff7..0000000 --- a/data/oc1output/balloons.txt +++ /dev/null @@ -1,15 +0,0 @@ -Remapping class numbers: - 0 To 2 -Pruned decision tree written to csv/balloons.csv.dt. -Unpruned decision tree written to csv/balloons.csv.dt.unpruned. -fold 1: acc. = 66.67 #leaves = 2 max. depth = 1 -fold 2: acc. = 66.67 #leaves = 2 max. depth = 1 -fold 3: acc. = 100.00 #leaves = 4 max. depth = 3 -fold 4: acc. = 100.00 #leaves = 4 max. depth = 3 -fold 5: acc. = 50.00 #leaves = 2 max. depth = 1 -***1***0.6666666***0.0007010*** -***2***0.6666666***0.0000530*** -***3***1.0000000***0.0004900*** -***4***1.0000000***0.0005180*** -***5***0.5000000***0.0001590*** -accuracy = 75.00 #leaves = 2.80 max depth = 1.80 diff --git a/data/oc1output/balloons_1.txt b/data/oc1output/balloons_1.txt new file mode 100644 index 0000000..9664cc8 --- /dev/null +++ b/data/oc1output/balloons_1.txt @@ -0,0 +1,15 @@ +Remapping class numbers: + 0 To 2 +Unpruned decision tree written to csv/balloons.csv.dt. +fold 1: acc. = 100.00 #leaves = 4 max. depth = 3 +fold 2: acc. = 33.33 #leaves = 4 max. depth = 3 +fold 3: acc. = 66.67 #leaves = 2 max. depth = 1 +fold 4: acc. = 66.67 #leaves = 4 max. depth = 3 +fold 5: acc. = 75.00 #leaves = 2 max. depth = 1 +***1***1.0000000***0.0006650*** +***2***0.3333333***0.0004570*** +***3***0.6666666***0.0001280*** +***4***0.6666666***0.0005580*** +***5***0.7500000***0.0001120*** +accuracy = 68.75 #leaves = 3.20 max depth = 2.20 + diff --git a/data/oc1output/balloons_17.txt b/data/oc1output/balloons_17.txt new file mode 100644 index 0000000..9c18d79 --- /dev/null +++ b/data/oc1output/balloons_17.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/balloons.csv.dt. +Unpruned decision tree written to csv/balloons.csv.dt.unpruned. +fold 1: acc. = 100.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 100.00 #leaves = 4 max. depth = 3 +fold 3: acc. = 33.33 #leaves = 2 max. depth = 1 +fold 4: acc. = 33.33 #leaves = 2 max. depth = 1 +fold 5: acc. = 75.00 #leaves = 4 max. depth = 3 +***1***1.0000000***0.0006200*** +***2***1.0000000***0.0005710*** +***3***0.3333333***0.0000290*** +***4***0.3333333***0.0000080*** +***5***0.7500000***0.0004570*** +accuracy = 68.75 #leaves = 2.80 max depth = 1.80 + diff --git a/data/oc1output/balloons_1714.txt b/data/oc1output/balloons_1714.txt new file mode 100644 index 0000000..a6a740e --- /dev/null +++ b/data/oc1output/balloons_1714.txt @@ -0,0 +1,15 @@ +Remapping class numbers: + 0 To 2 +Unpruned decision tree written to csv/balloons.csv.dt. +fold 1: acc. = 33.33 #leaves = 2 max. depth = 1 +fold 2: acc. = 66.67 #leaves = 4 max. depth = 3 +fold 3: acc. = 33.33 #leaves = 4 max. depth = 3 +fold 4: acc. = 33.33 #leaves = 2 max. depth = 1 +fold 5: acc. = 75.00 #leaves = 2 max. depth = 1 +***1***0.3333333***0.0000490*** +***2***0.6666666***0.0004340*** +***3***0.3333333***0.0006220*** +***4***0.3333333***0.0000640*** +***5***0.7500000***0.0001080*** +accuracy = 50.00 #leaves = 2.80 max depth = 1.80 + diff --git a/data/oc1output/balloons_23.txt b/data/oc1output/balloons_23.txt new file mode 100644 index 0000000..7485a69 --- /dev/null +++ b/data/oc1output/balloons_23.txt @@ -0,0 +1,15 @@ +Remapping class numbers: + 0 To 2 +Unpruned decision tree written to csv/balloons.csv.dt. +fold 1: acc. = 33.33 #leaves = 2 max. depth = 1 +fold 2: acc. = 100.00 #leaves = 4 max. depth = 3 +fold 3: acc. = 66.67 #leaves = 4 max. depth = 3 +fold 4: acc. = 33.33 #leaves = 2 max. depth = 1 +fold 5: acc. = 75.00 #leaves = 2 max. depth = 1 +***1***0.3333333***0.0000720*** +***2***1.0000000***0.0005000*** +***3***0.6666666***0.0005080*** +***4***0.3333333***0.0000670*** +***5***0.7500000***0.0000270*** +accuracy = 62.50 #leaves = 2.80 max depth = 1.80 + diff --git a/data/oc1output/balloons_31.txt b/data/oc1output/balloons_31.txt new file mode 100644 index 0000000..e8230e3 --- /dev/null +++ b/data/oc1output/balloons_31.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/balloons.csv.dt. +Unpruned decision tree written to csv/balloons.csv.dt.unpruned. +fold 1: acc. = 33.33 #leaves = 2 max. depth = 1 +fold 2: acc. = 66.67 #leaves = 2 max. depth = 1 +fold 3: acc. = 33.33 #leaves = 2 max. depth = 1 +fold 4: acc. = 66.67 #leaves = 4 max. depth = 3 +fold 5: acc. = 75.00 #leaves = 2 max. depth = 1 +***1***0.3333333***0.0006660*** +***2***0.6666666***0.0001630*** +***3***0.3333333***0.0000290*** +***4***0.6666666***0.0005250*** +***5***0.7500000***0.0001330*** +accuracy = 56.25 #leaves = 2.40 max depth = 1.40 + diff --git a/data/oc1output/balloons_57.txt b/data/oc1output/balloons_57.txt new file mode 100644 index 0000000..cc464c7 --- /dev/null +++ b/data/oc1output/balloons_57.txt @@ -0,0 +1,15 @@ +Remapping class numbers: + 0 To 2 +Unpruned decision tree written to csv/balloons.csv.dt. +fold 1: acc. = 0.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 100.00 #leaves = 4 max. depth = 3 +fold 3: acc. = 66.67 #leaves = 4 max. depth = 3 +fold 4: acc. = 66.67 #leaves = 2 max. depth = 1 +fold 5: acc. = 50.00 #leaves = 2 max. depth = 1 +***1***0.0000000***0.0001200*** +***2***1.0000000***0.0006120*** +***3***0.6666666***0.0004640*** +***4***0.6666666***0.0001120*** +***5***0.5000000***0.0000210*** +accuracy = 56.25 #leaves = 2.80 max depth = 1.80 + diff --git a/data/oc1output/balloons_7.txt b/data/oc1output/balloons_7.txt new file mode 100644 index 0000000..b51d18c --- /dev/null +++ b/data/oc1output/balloons_7.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/balloons.csv.dt. +Unpruned decision tree written to csv/balloons.csv.dt.unpruned. +fold 1: acc. = 33.33 #leaves = 2 max. depth = 1 +fold 2: acc. = 33.33 #leaves = 4 max. depth = 3 +fold 3: acc. = 33.33 #leaves = 2 max. depth = 1 +fold 4: acc. = 100.00 #leaves = 4 max. depth = 3 +fold 5: acc. = 75.00 #leaves = 4 max. depth = 3 +***1***0.3333333***0.0006550*** +***2***0.3333333***0.0006120*** +***3***0.3333333***0.0001330*** +***4***1.0000000***0.0005110*** +***5***0.7500000***0.0004140*** +accuracy = 56.25 #leaves = 3.20 max depth = 2.20 + diff --git a/data/oc1output/balloons_79.txt b/data/oc1output/balloons_79.txt new file mode 100644 index 0000000..e541efc --- /dev/null +++ b/data/oc1output/balloons_79.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/balloons.csv.dt. +Unpruned decision tree written to csv/balloons.csv.dt.unpruned. +fold 1: acc. = 100.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 33.33 #leaves = 2 max. depth = 1 +fold 3: acc. = 33.33 #leaves = 2 max. depth = 1 +fold 4: acc. = 100.00 #leaves = 4 max. depth = 3 +fold 5: acc. = 50.00 #leaves = 2 max. depth = 1 +***1***1.0000000***0.0004990*** +***2***0.3333333***0.0000300*** +***3***0.3333333***0.0001110*** +***4***1.0000000***0.0008530*** +***5***0.5000000***0.0000850*** +accuracy = 62.50 #leaves = 2.40 max depth = 1.40 + diff --git a/data/oc1output/balloons_83.txt b/data/oc1output/balloons_83.txt new file mode 100644 index 0000000..ca40280 --- /dev/null +++ b/data/oc1output/balloons_83.txt @@ -0,0 +1,15 @@ +Remapping class numbers: + 0 To 2 +Unpruned decision tree written to csv/balloons.csv.dt. +fold 1: acc. = 33.33 #leaves = 2 max. depth = 1 +fold 2: acc. = 66.67 #leaves = 2 max. depth = 1 +fold 3: acc. = 66.67 #leaves = 2 max. depth = 1 +fold 4: acc. = 66.67 #leaves = 4 max. depth = 3 +fold 5: acc. = 75.00 #leaves = 4 max. depth = 3 +***1***0.3333333***0.0001710*** +***2***0.6666666***0.0000920*** +***3***0.6666666***0.0000790*** +***4***0.6666666***0.0004210*** +***5***0.7500000***0.0005350*** +accuracy = 62.50 #leaves = 2.80 max depth = 1.80 + diff --git a/data/oc1output/balloons_97.txt b/data/oc1output/balloons_97.txt new file mode 100644 index 0000000..4a01565 --- /dev/null +++ b/data/oc1output/balloons_97.txt @@ -0,0 +1,15 @@ +Remapping class numbers: + 0 To 2 +Unpruned decision tree written to csv/balloons.csv.dt. +fold 1: acc. = 66.67 #leaves = 2 max. depth = 1 +fold 2: acc. = 100.00 #leaves = 4 max. depth = 3 +fold 3: acc. = 66.67 #leaves = 2 max. depth = 1 +fold 4: acc. = 100.00 #leaves = 4 max. depth = 3 +fold 5: acc. = 75.00 #leaves = 4 max. depth = 3 +***1***0.6666666***0.0000820*** +***2***1.0000000***0.0004620*** +***3***0.6666666***0.0000580*** +***4***1.0000000***0.0004440*** +***5***0.7500000***0.0004950*** +accuracy = 81.25 #leaves = 3.20 max depth = 2.20 + diff --git a/data/oc1output/breast-cancer-wisc-diag.txt b/data/oc1output/breast-cancer-wisc-diag.txt deleted file mode 100755 index 0f9cfe1..0000000 --- a/data/oc1output/breast-cancer-wisc-diag.txt +++ /dev/null @@ -1,15 +0,0 @@ -Remapping class numbers: - 0 To 2 -Pruned decision tree written to csv/breast-cancer-wisc-diag.csv.dt. -Unpruned decision tree written to csv/breast-cancer-wisc-diag.csv.dt.unpruned. -fold 1: acc. = 92.92 #leaves = 12 max. depth = 6 -fold 2: acc. = 94.69 #leaves = 11 max. depth = 5 -fold 3: acc. = 92.92 #leaves = 12 max. depth = 5 -fold 4: acc. = 92.04 #leaves = 15 max. depth = 7 -fold 5: acc. = 91.45 #leaves = 7 max. depth = 3 -***1***0.9292036***0.3833650*** -***2***0.9469026***0.3616900*** -***3***0.9292036***0.3048200*** -***4***0.9203540***0.5420560*** -***5***0.9145299***0.2786670*** -accuracy = 92.79 #leaves = 11.40 max depth = 5.20 diff --git a/data/oc1output/breast-cancer-wisc-diag_1.txt b/data/oc1output/breast-cancer-wisc-diag_1.txt new file mode 100644 index 0000000..aaf5a05 --- /dev/null +++ b/data/oc1output/breast-cancer-wisc-diag_1.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/breast-cancer-wisc-diag.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc-diag.csv.dt.unpruned. +fold 1: acc. = 96.46 #leaves = 4 max. depth = 2 +fold 2: acc. = 96.46 #leaves = 13 max. depth = 5 +fold 3: acc. = 95.58 #leaves = 10 max. depth = 5 +fold 4: acc. = 92.04 #leaves = 9 max. depth = 5 +fold 5: acc. = 91.45 #leaves = 9 max. depth = 5 +***1***0.9646018***0.4593610*** +***2***0.9646018***0.4341560*** +***3***0.9557522***0.4168980*** +***4***0.9203540***0.3838570*** +***5***0.9145299***0.3615430*** +accuracy = 94.38 #leaves = 9.00 max depth = 4.40 + diff --git a/data/oc1output/breast-cancer-wisc-diag_17.txt b/data/oc1output/breast-cancer-wisc-diag_17.txt new file mode 100644 index 0000000..6a340e6 --- /dev/null +++ b/data/oc1output/breast-cancer-wisc-diag_17.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/breast-cancer-wisc-diag.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc-diag.csv.dt.unpruned. +fold 1: acc. = 92.04 #leaves = 2 max. depth = 1 +fold 2: acc. = 91.15 #leaves = 14 max. depth = 7 +fold 3: acc. = 94.69 #leaves = 14 max. depth = 7 +fold 4: acc. = 90.27 #leaves = 9 max. depth = 6 +fold 5: acc. = 95.73 #leaves = 10 max. depth = 5 +***1***0.9203540***0.4383960*** +***2***0.9115044***0.5165450*** +***3***0.9469026***0.5250950*** +***4***0.9026549***0.4724730*** +***5***0.9572650***0.3545000*** +accuracy = 92.79 #leaves = 9.80 max depth = 5.20 + diff --git a/data/oc1output/breast-cancer-wisc-diag_1714.txt b/data/oc1output/breast-cancer-wisc-diag_1714.txt new file mode 100644 index 0000000..b80f92e --- /dev/null +++ b/data/oc1output/breast-cancer-wisc-diag_1714.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/breast-cancer-wisc-diag.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc-diag.csv.dt.unpruned. +fold 1: acc. = 97.35 #leaves = 4 max. depth = 2 +fold 2: acc. = 90.27 #leaves = 11 max. depth = 5 +fold 3: acc. = 96.46 #leaves = 11 max. depth = 6 +fold 4: acc. = 87.61 #leaves = 11 max. depth = 6 +fold 5: acc. = 87.18 #leaves = 11 max. depth = 5 +***1***0.9734513***0.4607470*** +***2***0.9026549***0.3803300*** +***3***0.9646018***0.4174980*** +***4***0.8761062***0.4477900*** +***5***0.8717949***0.4447040*** +accuracy = 91.74 #leaves = 9.60 max depth = 4.80 + diff --git a/data/oc1output/breast-cancer-wisc-diag_23.txt b/data/oc1output/breast-cancer-wisc-diag_23.txt new file mode 100644 index 0000000..bc97b5b --- /dev/null +++ b/data/oc1output/breast-cancer-wisc-diag_23.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/breast-cancer-wisc-diag.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc-diag.csv.dt.unpruned. +fold 1: acc. = 97.35 #leaves = 2 max. depth = 1 +fold 2: acc. = 93.81 #leaves = 10 max. depth = 5 +fold 3: acc. = 95.58 #leaves = 12 max. depth = 6 +fold 4: acc. = 96.46 #leaves = 12 max. depth = 5 +fold 5: acc. = 90.60 #leaves = 8 max. depth = 6 +***1***0.9734513***0.4326720*** +***2***0.9380531***0.3497840*** +***3***0.9557522***0.4613190*** +***4***0.9646018***0.3268390*** +***5***0.9059829***0.4134760*** +accuracy = 94.73 #leaves = 8.80 max depth = 4.60 + diff --git a/data/oc1output/breast-cancer-wisc-diag_31.txt b/data/oc1output/breast-cancer-wisc-diag_31.txt new file mode 100644 index 0000000..6aa528a --- /dev/null +++ b/data/oc1output/breast-cancer-wisc-diag_31.txt @@ -0,0 +1,15 @@ +Remapping class numbers: + 0 To 2 +Unpruned decision tree written to csv/breast-cancer-wisc-diag.csv.dt. +fold 1: acc. = 92.92 #leaves = 12 max. depth = 6 +fold 2: acc. = 93.81 #leaves = 8 max. depth = 4 +fold 3: acc. = 92.92 #leaves = 9 max. depth = 5 +fold 4: acc. = 91.15 #leaves = 10 max. depth = 5 +fold 5: acc. = 90.60 #leaves = 9 max. depth = 4 +***1***0.9292036***0.4147710*** +***2***0.9380531***0.3824350*** +***3***0.9292036***0.3959670*** +***4***0.9115044***0.3796050*** +***5***0.9059829***0.3496160*** +accuracy = 92.27 #leaves = 9.60 max depth = 4.80 + diff --git a/data/oc1output/breast-cancer-wisc-diag_57.txt b/data/oc1output/breast-cancer-wisc-diag_57.txt new file mode 100644 index 0000000..b283ed2 --- /dev/null +++ b/data/oc1output/breast-cancer-wisc-diag_57.txt @@ -0,0 +1,15 @@ +Remapping class numbers: + 0 To 2 +Unpruned decision tree written to csv/breast-cancer-wisc-diag.csv.dt. +fold 1: acc. = 91.15 #leaves = 12 max. depth = 6 +fold 2: acc. = 92.92 #leaves = 14 max. depth = 6 +fold 3: acc. = 88.50 #leaves = 12 max. depth = 6 +fold 4: acc. = 92.04 #leaves = 11 max. depth = 6 +fold 5: acc. = 95.73 #leaves = 13 max. depth = 7 +***1***0.9115044***0.4996240*** +***2***0.9292036***0.4493650*** +***3***0.8849558***0.4878900*** +***4***0.9203540***0.4313300*** +***5***0.9572650***0.4909830*** +accuracy = 92.09 #leaves = 12.40 max depth = 6.20 + diff --git a/data/oc1output/breast-cancer-wisc-diag_7.txt b/data/oc1output/breast-cancer-wisc-diag_7.txt new file mode 100644 index 0000000..27ce545 --- /dev/null +++ b/data/oc1output/breast-cancer-wisc-diag_7.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/breast-cancer-wisc-diag.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc-diag.csv.dt.unpruned. +fold 1: acc. = 92.04 #leaves = 4 max. depth = 2 +fold 2: acc. = 92.92 #leaves = 15 max. depth = 7 +fold 3: acc. = 94.69 #leaves = 11 max. depth = 6 +fold 4: acc. = 94.69 #leaves = 10 max. depth = 6 +fold 5: acc. = 93.16 #leaves = 10 max. depth = 6 +***1***0.9203540***0.3161270*** +***2***0.9292036***0.5344420*** +***3***0.9469026***0.4555300*** +***4***0.9469026***0.4175560*** +***5***0.9316239***0.4102290*** +accuracy = 93.50 #leaves = 10.00 max depth = 5.40 + diff --git a/data/oc1output/breast-cancer-wisc-diag_79.txt b/data/oc1output/breast-cancer-wisc-diag_79.txt new file mode 100644 index 0000000..1ad8abe --- /dev/null +++ b/data/oc1output/breast-cancer-wisc-diag_79.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/breast-cancer-wisc-diag.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc-diag.csv.dt.unpruned. +fold 1: acc. = 95.58 #leaves = 2 max. depth = 1 +fold 2: acc. = 90.27 #leaves = 9 max. depth = 5 +fold 3: acc. = 92.92 #leaves = 12 max. depth = 5 +fold 4: acc. = 96.46 #leaves = 12 max. depth = 6 +fold 5: acc. = 90.60 #leaves = 11 max. depth = 5 +***1***0.9557522***0.5332880*** +***2***0.9026549***0.3000810*** +***3***0.9292036***0.3710580*** +***4***0.9646018***0.4633620*** +***5***0.9059829***0.4023040*** +accuracy = 93.15 #leaves = 9.20 max depth = 4.40 + diff --git a/data/oc1output/breast-cancer-wisc-diag_83.txt b/data/oc1output/breast-cancer-wisc-diag_83.txt new file mode 100644 index 0000000..be82c57 --- /dev/null +++ b/data/oc1output/breast-cancer-wisc-diag_83.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/breast-cancer-wisc-diag.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc-diag.csv.dt.unpruned. +fold 1: acc. = 95.58 #leaves = 5 max. depth = 3 +fold 2: acc. = 94.69 #leaves = 12 max. depth = 5 +fold 3: acc. = 92.04 #leaves = 9 max. depth = 5 +fold 4: acc. = 99.12 #leaves = 14 max. depth = 7 +fold 5: acc. = 93.16 #leaves = 9 max. depth = 4 +***1***0.9557522***0.3973530*** +***2***0.9469026***0.4266240*** +***3***0.9203540***0.4851730*** +***4***0.9911504***0.4791740*** +***5***0.9316239***0.3095790*** +accuracy = 94.90 #leaves = 9.80 max depth = 4.80 + diff --git a/data/oc1output/breast-cancer-wisc-diag_97.txt b/data/oc1output/breast-cancer-wisc-diag_97.txt new file mode 100644 index 0000000..25777b9 --- /dev/null +++ b/data/oc1output/breast-cancer-wisc-diag_97.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/breast-cancer-wisc-diag.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc-diag.csv.dt.unpruned. +fold 1: acc. = 91.15 #leaves = 3 max. depth = 2 +fold 2: acc. = 95.58 #leaves = 12 max. depth = 6 +fold 3: acc. = 94.69 #leaves = 14 max. depth = 7 +fold 4: acc. = 94.69 #leaves = 13 max. depth = 6 +fold 5: acc. = 93.16 #leaves = 12 max. depth = 7 +***1***0.9115044***0.4446120*** +***2***0.9557522***0.3404500*** +***3***0.9469026***0.5454870*** +***4***0.9469026***0.4228450*** +***5***0.9316239***0.4759710*** +accuracy = 93.85 #leaves = 10.80 max depth = 5.60 + diff --git a/data/oc1output/breast-cancer-wisc-prog.txt b/data/oc1output/breast-cancer-wisc-prog.txt deleted file mode 100755 index f393e5e..0000000 --- a/data/oc1output/breast-cancer-wisc-prog.txt +++ /dev/null @@ -1,16 +0,0 @@ -Remapping class numbers: - 0 To 1 - 1 To 2 -Pruned decision tree written to csv/breast-cancer-wisc-prog.csv.dt. -Unpruned decision tree written to csv/breast-cancer-wisc-prog.csv.dt.unpruned. -fold 1: acc. = 82.05 #leaves = 2 max. depth = 1 -fold 2: acc. = 71.79 #leaves = 13 max. depth = 10 -fold 3: acc. = 82.05 #leaves = 17 max. depth = 7 -fold 4: acc. = 51.28 #leaves = 16 max. depth = 7 -fold 5: acc. = 78.57 #leaves = 14 max. depth = 8 -***1***0.8205128***0.1899160*** -***2***0.7179487***0.2610650*** -***3***0.8205128***0.1540970*** -***4***0.5128205***0.1414850*** -***5***0.7857143***0.1824780*** -accuracy = 73.23 #leaves = 12.40 max depth = 6.60 diff --git a/data/oc1output/breast-cancer-wisc-prog_1.txt b/data/oc1output/breast-cancer-wisc-prog_1.txt new file mode 100644 index 0000000..c889fff --- /dev/null +++ b/data/oc1output/breast-cancer-wisc-prog_1.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer-wisc-prog.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc-prog.csv.dt.unpruned. +fold 1: acc. = 82.05 #leaves = 2 max. depth = 1 +fold 2: acc. = 61.54 #leaves = 16 max. depth = 7 +fold 3: acc. = 61.54 #leaves = 17 max. depth = 7 +fold 4: acc. = 66.67 #leaves = 17 max. depth = 7 +fold 5: acc. = 78.57 #leaves = 10 max. depth = 7 +***1***0.8205128***0.2260680*** +***2***0.6153846***0.1554000*** +***3***0.6153846***0.1526130*** +***4***0.6666666***0.1535230*** +***5***0.7857143***0.1501170*** +accuracy = 70.20 #leaves = 12.40 max depth = 5.80 + diff --git a/data/oc1output/breast-cancer-wisc-prog_17.txt b/data/oc1output/breast-cancer-wisc-prog_17.txt new file mode 100644 index 0000000..c4c4502 --- /dev/null +++ b/data/oc1output/breast-cancer-wisc-prog_17.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer-wisc-prog.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc-prog.csv.dt.unpruned. +fold 1: acc. = 79.49 #leaves = 2 max. depth = 1 +fold 2: acc. = 82.05 #leaves = 17 max. depth = 10 +fold 3: acc. = 61.54 #leaves = 15 max. depth = 9 +fold 4: acc. = 66.67 #leaves = 14 max. depth = 7 +fold 5: acc. = 57.14 #leaves = 15 max. depth = 7 +***1***0.7948718***0.1058620*** +***2***0.8205128***0.2578260*** +***3***0.6153846***0.1876480*** +***4***0.6666666***0.1663680*** +***5***0.5714285***0.1601500*** +accuracy = 69.19 #leaves = 12.60 max depth = 6.80 + diff --git a/data/oc1output/breast-cancer-wisc-prog_1714.txt b/data/oc1output/breast-cancer-wisc-prog_1714.txt new file mode 100644 index 0000000..ba0836a --- /dev/null +++ b/data/oc1output/breast-cancer-wisc-prog_1714.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer-wisc-prog.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc-prog.csv.dt.unpruned. +fold 1: acc. = 69.23 #leaves = 2 max. depth = 1 +fold 2: acc. = 61.54 #leaves = 18 max. depth = 7 +fold 3: acc. = 79.49 #leaves = 17 max. depth = 9 +fold 4: acc. = 76.92 #leaves = 19 max. depth = 7 +fold 5: acc. = 69.05 #leaves = 14 max. depth = 7 +***1***0.6923077***0.1508420*** +***2***0.6153846***0.1505870*** +***3***0.7948718***0.2119290*** +***4***0.7692308***0.1523610*** +***5***0.6904762***0.1479020*** +accuracy = 71.21 #leaves = 14.00 max depth = 6.20 + diff --git a/data/oc1output/breast-cancer-wisc-prog_23.txt b/data/oc1output/breast-cancer-wisc-prog_23.txt new file mode 100644 index 0000000..8ff90bd --- /dev/null +++ b/data/oc1output/breast-cancer-wisc-prog_23.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer-wisc-prog.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc-prog.csv.dt.unpruned. +fold 1: acc. = 79.49 #leaves = 2 max. depth = 1 +fold 2: acc. = 74.36 #leaves = 17 max. depth = 7 +fold 3: acc. = 66.67 #leaves = 15 max. depth = 9 +fold 4: acc. = 61.54 #leaves = 17 max. depth = 7 +fold 5: acc. = 64.29 #leaves = 14 max. depth = 7 +***1***0.7948718***0.1580790*** +***2***0.7435897***0.1550880*** +***3***0.6666666***0.1982970*** +***4***0.6153846***0.1623770*** +***5***0.6428571***0.1599120*** +accuracy = 69.19 #leaves = 13.00 max depth = 6.20 + diff --git a/data/oc1output/breast-cancer-wisc-prog_31.txt b/data/oc1output/breast-cancer-wisc-prog_31.txt new file mode 100644 index 0000000..56b347c --- /dev/null +++ b/data/oc1output/breast-cancer-wisc-prog_31.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer-wisc-prog.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc-prog.csv.dt.unpruned. +fold 1: acc. = 64.10 #leaves = 2 max. depth = 1 +fold 2: acc. = 74.36 #leaves = 15 max. depth = 8 +fold 3: acc. = 61.54 #leaves = 14 max. depth = 7 +fold 4: acc. = 76.92 #leaves = 11 max. depth = 6 +fold 5: acc. = 66.67 #leaves = 15 max. depth = 9 +***1***0.6410256***0.1524790*** +***2***0.7435897***0.1411380*** +***3***0.6153846***0.1412760*** +***4***0.7692308***0.1463140*** +***5***0.6666666***0.2088300*** +accuracy = 68.69 #leaves = 11.40 max depth = 6.20 + diff --git a/data/oc1output/breast-cancer-wisc-prog_57.txt b/data/oc1output/breast-cancer-wisc-prog_57.txt new file mode 100644 index 0000000..c819ffa --- /dev/null +++ b/data/oc1output/breast-cancer-wisc-prog_57.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer-wisc-prog.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc-prog.csv.dt.unpruned. +fold 1: acc. = 79.49 #leaves = 3 max. depth = 2 +fold 2: acc. = 87.18 #leaves = 13 max. depth = 8 +fold 3: acc. = 61.54 #leaves = 13 max. depth = 7 +fold 4: acc. = 53.85 #leaves = 14 max. depth = 9 +fold 5: acc. = 59.52 #leaves = 13 max. depth = 9 +***1***0.7948718***0.1528330*** +***2***0.8717949***0.1933870*** +***3***0.6153846***0.1691090*** +***4***0.5384615***0.2159580*** +***5***0.5952381***0.2054610*** +accuracy = 68.18 #leaves = 11.20 max depth = 7.00 + diff --git a/data/oc1output/breast-cancer-wisc-prog_7.txt b/data/oc1output/breast-cancer-wisc-prog_7.txt new file mode 100644 index 0000000..317fb49 --- /dev/null +++ b/data/oc1output/breast-cancer-wisc-prog_7.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer-wisc-prog.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc-prog.csv.dt.unpruned. +fold 1: acc. = 84.62 #leaves = 2 max. depth = 1 +fold 2: acc. = 79.49 #leaves = 15 max. depth = 5 +fold 3: acc. = 69.23 #leaves = 17 max. depth = 10 +fold 4: acc. = 74.36 #leaves = 17 max. depth = 6 +fold 5: acc. = 66.67 #leaves = 12 max. depth = 8 +***1***0.8461539***0.1551960*** +***2***0.7948718***0.1168600*** +***3***0.6923077***0.2053630*** +***4***0.7435897***0.1279160*** +***5***0.6666666***0.0972720*** +accuracy = 74.75 #leaves = 12.60 max depth = 6.00 + diff --git a/data/oc1output/breast-cancer-wisc-prog_79.txt b/data/oc1output/breast-cancer-wisc-prog_79.txt new file mode 100644 index 0000000..9eae2ce --- /dev/null +++ b/data/oc1output/breast-cancer-wisc-prog_79.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer-wisc-prog.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc-prog.csv.dt.unpruned. +fold 1: acc. = 71.79 #leaves = 2 max. depth = 1 +fold 2: acc. = 74.36 #leaves = 14 max. depth = 7 +fold 3: acc. = 76.92 #leaves = 17 max. depth = 8 +fold 4: acc. = 74.36 #leaves = 14 max. depth = 5 +fold 5: acc. = 64.29 #leaves = 12 max. depth = 5 +***1***0.7179487***0.1882060*** +***2***0.7435897***0.1728460*** +***3***0.7692308***0.1776380*** +***4***0.7435897***0.1136050*** +***5***0.6428571***0.0698270*** +accuracy = 72.22 #leaves = 11.80 max depth = 5.20 + diff --git a/data/oc1output/breast-cancer-wisc-prog_83.txt b/data/oc1output/breast-cancer-wisc-prog_83.txt new file mode 100644 index 0000000..6be7cbd --- /dev/null +++ b/data/oc1output/breast-cancer-wisc-prog_83.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer-wisc-prog.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc-prog.csv.dt.unpruned. +fold 1: acc. = 71.79 #leaves = 2 max. depth = 1 +fold 2: acc. = 74.36 #leaves = 15 max. depth = 7 +fold 3: acc. = 71.79 #leaves = 14 max. depth = 6 +fold 4: acc. = 69.23 #leaves = 10 max. depth = 6 +fold 5: acc. = 76.19 #leaves = 14 max. depth = 6 +***1***0.7179487***0.1613250*** +***2***0.7435897***0.1534450*** +***3***0.7179487***0.1228880*** +***4***0.6923077***0.1583100*** +***5***0.7619048***0.1170410*** +accuracy = 72.73 #leaves = 11.00 max depth = 5.20 + diff --git a/data/oc1output/breast-cancer-wisc-prog_97.txt b/data/oc1output/breast-cancer-wisc-prog_97.txt new file mode 100644 index 0000000..d3aaa25 --- /dev/null +++ b/data/oc1output/breast-cancer-wisc-prog_97.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer-wisc-prog.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc-prog.csv.dt.unpruned. +fold 1: acc. = 79.49 #leaves = 2 max. depth = 1 +fold 2: acc. = 64.10 #leaves = 16 max. depth = 7 +fold 3: acc. = 64.10 #leaves = 15 max. depth = 8 +fold 4: acc. = 76.92 #leaves = 17 max. depth = 8 +fold 5: acc. = 80.95 #leaves = 18 max. depth = 7 +***1***0.7948718***0.1126540*** +***2***0.6410256***0.1116660*** +***3***0.6410256***0.1836210*** +***4***0.7692308***0.1835240*** +***5***0.8095238***0.1480360*** +accuracy = 73.23 #leaves = 13.60 max depth = 6.20 + diff --git a/data/oc1output/breast-cancer-wisc.txt b/data/oc1output/breast-cancer-wisc.txt deleted file mode 100755 index 49457e3..0000000 --- a/data/oc1output/breast-cancer-wisc.txt +++ /dev/null @@ -1,16 +0,0 @@ -Remapping class numbers: - 0 To 1 - 1 To 2 -Pruned decision tree written to csv/breast-cancer-wisc.csv.dt. -Unpruned decision tree written to csv/breast-cancer-wisc.csv.dt.unpruned. -fold 1: acc. = 95.68 #leaves = 4 max. depth = 3 -fold 2: acc. = 93.53 #leaves = 11 max. depth = 7 -fold 3: acc. = 94.24 #leaves = 12 max. depth = 9 -fold 4: acc. = 95.68 #leaves = 15 max. depth = 7 -fold 5: acc. = 94.41 #leaves = 13 max. depth = 8 -***1***0.9568346***0.2111440*** -***2***0.9352518***0.1807370*** -***3***0.9424461***0.1839270*** -***4***0.9568346***0.1927280*** -***5***0.9440559***0.2081380*** -accuracy = 94.71 #leaves = 11.00 max depth = 6.80 diff --git a/data/oc1output/breast-cancer-wisc_1.txt b/data/oc1output/breast-cancer-wisc_1.txt new file mode 100644 index 0000000..fa38ce3 --- /dev/null +++ b/data/oc1output/breast-cancer-wisc_1.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer-wisc.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc.csv.dt.unpruned. +fold 1: acc. = 94.24 #leaves = 2 max. depth = 1 +fold 2: acc. = 94.24 #leaves = 14 max. depth = 9 +fold 3: acc. = 91.37 #leaves = 16 max. depth = 10 +fold 4: acc. = 94.24 #leaves = 13 max. depth = 6 +fold 5: acc. = 92.31 #leaves = 16 max. depth = 7 +***1***0.9424461***0.2019030*** +***2***0.9424461***0.2041340*** +***3***0.9136690***0.2489090*** +***4***0.9424461***0.1580300*** +***5***0.9230769***0.2172140*** +accuracy = 93.28 #leaves = 12.20 max depth = 6.60 + diff --git a/data/oc1output/breast-cancer-wisc_17.txt b/data/oc1output/breast-cancer-wisc_17.txt new file mode 100644 index 0000000..b2b2546 --- /dev/null +++ b/data/oc1output/breast-cancer-wisc_17.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer-wisc.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc.csv.dt.unpruned. +fold 1: acc. = 94.24 #leaves = 2 max. depth = 1 +fold 2: acc. = 94.96 #leaves = 15 max. depth = 9 +fold 3: acc. = 91.37 #leaves = 16 max. depth = 9 +fold 4: acc. = 94.24 #leaves = 14 max. depth = 8 +fold 5: acc. = 95.80 #leaves = 11 max. depth = 7 +***1***0.9424461***0.1704290*** +***2***0.9496403***0.1807310*** +***3***0.9136690***0.1791580*** +***4***0.9424461***0.2397700*** +***5***0.9580420***0.1952840*** +accuracy = 94.13 #leaves = 11.60 max depth = 6.80 + diff --git a/data/oc1output/breast-cancer-wisc_1714.txt b/data/oc1output/breast-cancer-wisc_1714.txt new file mode 100644 index 0000000..ebcb763 --- /dev/null +++ b/data/oc1output/breast-cancer-wisc_1714.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer-wisc.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc.csv.dt.unpruned. +fold 1: acc. = 97.12 #leaves = 2 max. depth = 1 +fold 2: acc. = 94.96 #leaves = 12 max. depth = 9 +fold 3: acc. = 95.68 #leaves = 12 max. depth = 8 +fold 4: acc. = 91.37 #leaves = 10 max. depth = 6 +fold 5: acc. = 94.41 #leaves = 15 max. depth = 9 +***1***0.9712230***0.1575260*** +***2***0.9496403***0.1803960*** +***3***0.9568346***0.2108110*** +***4***0.9136690***0.1927210*** +***5***0.9440559***0.2109680*** +accuracy = 94.71 #leaves = 10.20 max depth = 6.60 + diff --git a/data/oc1output/breast-cancer-wisc_23.txt b/data/oc1output/breast-cancer-wisc_23.txt new file mode 100644 index 0000000..a75ed42 --- /dev/null +++ b/data/oc1output/breast-cancer-wisc_23.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer-wisc.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc.csv.dt.unpruned. +fold 1: acc. = 94.96 #leaves = 3 max. depth = 2 +fold 2: acc. = 94.24 #leaves = 15 max. depth = 10 +fold 3: acc. = 94.96 #leaves = 15 max. depth = 7 +fold 4: acc. = 95.68 #leaves = 11 max. depth = 7 +fold 5: acc. = 91.61 #leaves = 13 max. depth = 8 +***1***0.9496403***0.1364490*** +***2***0.9424461***0.2291380*** +***3***0.9496403***0.1727160*** +***4***0.9568346***0.1520550*** +***5***0.9160839***0.1783750*** +accuracy = 94.28 #leaves = 11.40 max depth = 6.80 + diff --git a/data/oc1output/breast-cancer-wisc_31.txt b/data/oc1output/breast-cancer-wisc_31.txt new file mode 100644 index 0000000..cabaa1f --- /dev/null +++ b/data/oc1output/breast-cancer-wisc_31.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer-wisc.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc.csv.dt.unpruned. +fold 1: acc. = 94.24 #leaves = 2 max. depth = 1 +fold 2: acc. = 91.37 #leaves = 17 max. depth = 9 +fold 3: acc. = 94.24 #leaves = 11 max. depth = 6 +fold 4: acc. = 97.84 #leaves = 13 max. depth = 7 +fold 5: acc. = 93.01 #leaves = 13 max. depth = 7 +***1***0.9424461***0.1652360*** +***2***0.9136690***0.2322710*** +***3***0.9424461***0.1874670*** +***4***0.9784173***0.1852260*** +***5***0.9300700***0.1773160*** +accuracy = 94.13 #leaves = 11.20 max depth = 6.00 + diff --git a/data/oc1output/breast-cancer-wisc_57.txt b/data/oc1output/breast-cancer-wisc_57.txt new file mode 100644 index 0000000..cef1e60 --- /dev/null +++ b/data/oc1output/breast-cancer-wisc_57.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer-wisc.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc.csv.dt.unpruned. +fold 1: acc. = 92.09 #leaves = 2 max. depth = 1 +fold 2: acc. = 92.81 #leaves = 14 max. depth = 8 +fold 3: acc. = 93.53 #leaves = 12 max. depth = 7 +fold 4: acc. = 94.96 #leaves = 13 max. depth = 7 +fold 5: acc. = 91.61 #leaves = 17 max. depth = 10 +***1***0.9208633***0.2116620*** +***2***0.9280576***0.1697430*** +***3***0.9352518***0.1477900*** +***4***0.9496403***0.2343880*** +***5***0.9160839***0.2402100*** +accuracy = 92.99 #leaves = 11.60 max depth = 6.60 + diff --git a/data/oc1output/breast-cancer-wisc_7.txt b/data/oc1output/breast-cancer-wisc_7.txt new file mode 100644 index 0000000..63e4a90 --- /dev/null +++ b/data/oc1output/breast-cancer-wisc_7.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer-wisc.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc.csv.dt.unpruned. +fold 1: acc. = 97.84 #leaves = 3 max. depth = 2 +fold 2: acc. = 95.68 #leaves = 18 max. depth = 9 +fold 3: acc. = 86.33 #leaves = 11 max. depth = 7 +fold 4: acc. = 90.65 #leaves = 10 max. depth = 7 +fold 5: acc. = 97.90 #leaves = 13 max. depth = 10 +***1***0.9784173***0.2569110*** +***2***0.9568346***0.2597000*** +***3***0.8633093***0.1897610*** +***4***0.9064748***0.1761110*** +***5***0.9790210***0.1665080*** +accuracy = 93.71 #leaves = 11.00 max depth = 7.00 + diff --git a/data/oc1output/breast-cancer-wisc_79.txt b/data/oc1output/breast-cancer-wisc_79.txt new file mode 100644 index 0000000..2813d8d --- /dev/null +++ b/data/oc1output/breast-cancer-wisc_79.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer-wisc.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc.csv.dt.unpruned. +fold 1: acc. = 93.53 #leaves = 4 max. depth = 3 +fold 2: acc. = 97.12 #leaves = 15 max. depth = 10 +fold 3: acc. = 94.96 #leaves = 12 max. depth = 9 +fold 4: acc. = 94.24 #leaves = 12 max. depth = 6 +fold 5: acc. = 95.10 #leaves = 11 max. depth = 6 +***1***0.9352518***0.1656890*** +***2***0.9712230***0.1955060*** +***3***0.9496403***0.1905780*** +***4***0.9424461***0.1897690*** +***5***0.9510490***0.1437360*** +accuracy = 94.99 #leaves = 10.80 max depth = 6.80 + diff --git a/data/oc1output/breast-cancer-wisc_83.txt b/data/oc1output/breast-cancer-wisc_83.txt new file mode 100644 index 0000000..7c2e07d --- /dev/null +++ b/data/oc1output/breast-cancer-wisc_83.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer-wisc.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc.csv.dt.unpruned. +fold 1: acc. = 94.96 #leaves = 2 max. depth = 1 +fold 2: acc. = 91.37 #leaves = 14 max. depth = 9 +fold 3: acc. = 92.81 #leaves = 13 max. depth = 7 +fold 4: acc. = 94.24 #leaves = 9 max. depth = 5 +fold 5: acc. = 94.41 #leaves = 13 max. depth = 6 +***1***0.9496403***0.2149980*** +***2***0.9136690***0.2006230*** +***3***0.9280576***0.1710670*** +***4***0.9424461***0.1504130*** +***5***0.9440559***0.1645050*** +accuracy = 93.56 #leaves = 10.20 max depth = 5.60 + diff --git a/data/oc1output/breast-cancer-wisc_97.txt b/data/oc1output/breast-cancer-wisc_97.txt new file mode 100644 index 0000000..30b31f8 --- /dev/null +++ b/data/oc1output/breast-cancer-wisc_97.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer-wisc.csv.dt. +Unpruned decision tree written to csv/breast-cancer-wisc.csv.dt.unpruned. +fold 1: acc. = 92.81 #leaves = 2 max. depth = 1 +fold 2: acc. = 94.24 #leaves = 15 max. depth = 10 +fold 3: acc. = 94.96 #leaves = 15 max. depth = 10 +fold 4: acc. = 94.96 #leaves = 13 max. depth = 7 +fold 5: acc. = 95.10 #leaves = 16 max. depth = 8 +***1***0.9280576***0.2269400*** +***2***0.9424461***0.2161370*** +***3***0.9496403***0.1876140*** +***4***0.9496403***0.2069930*** +***5***0.9510490***0.2072890*** +accuracy = 94.42 #leaves = 12.20 max depth = 7.20 + diff --git a/data/oc1output/breast-cancer.txt b/data/oc1output/breast-cancer.txt deleted file mode 100755 index c0c9128..0000000 --- a/data/oc1output/breast-cancer.txt +++ /dev/null @@ -1,16 +0,0 @@ -Remapping class numbers: - 0 To 1 - 1 To 2 -Pruned decision tree written to csv/breast-cancer.csv.dt. -Unpruned decision tree written to csv/breast-cancer.csv.dt.unpruned. -fold 1: acc. = 64.91 #leaves = 4 max. depth = 3 -fold 2: acc. = 56.14 #leaves = 40 max. depth = 12 -fold 3: acc. = 64.91 #leaves = 24 max. depth = 8 -fold 4: acc. = 64.91 #leaves = 37 max. depth = 10 -fold 5: acc. = 70.69 #leaves = 32 max. depth = 10 -***1***0.6491228***0.0777250*** -***2***0.5614035***0.0820030*** -***3***0.6491228***0.0765800*** -***4***0.6491228***0.0661090*** -***5***0.7068965***0.0774350*** -accuracy = 64.34 #leaves = 27.40 max depth = 8.60 diff --git a/data/oc1output/breast-cancer_1.txt b/data/oc1output/breast-cancer_1.txt new file mode 100644 index 0000000..5f68975 --- /dev/null +++ b/data/oc1output/breast-cancer_1.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer.csv.dt. +Unpruned decision tree written to csv/breast-cancer.csv.dt.unpruned. +fold 1: acc. = 77.19 #leaves = 2 max. depth = 1 +fold 2: acc. = 70.18 #leaves = 38 max. depth = 11 +fold 3: acc. = 68.42 #leaves = 27 max. depth = 11 +fold 4: acc. = 52.63 #leaves = 24 max. depth = 8 +fold 5: acc. = 62.07 #leaves = 29 max. depth = 11 +***1***0.7719299***0.0847840*** +***2***0.7017544***0.0964460*** +***3***0.6842105***0.0933660*** +***4***0.5263158***0.0970090*** +***5***0.6206896***0.0877510*** +accuracy = 66.08 #leaves = 24.00 max depth = 8.40 + diff --git a/data/oc1output/breast-cancer_17.txt b/data/oc1output/breast-cancer_17.txt new file mode 100644 index 0000000..a4d8f5f --- /dev/null +++ b/data/oc1output/breast-cancer_17.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer.csv.dt. +Unpruned decision tree written to csv/breast-cancer.csv.dt.unpruned. +fold 1: acc. = 68.42 #leaves = 2 max. depth = 1 +fold 2: acc. = 64.91 #leaves = 30 max. depth = 9 +fold 3: acc. = 64.91 #leaves = 32 max. depth = 9 +fold 4: acc. = 59.65 #leaves = 35 max. depth = 9 +fold 5: acc. = 65.52 #leaves = 27 max. depth = 8 +***1***0.6842105***0.0796580*** +***2***0.6491228***0.0815700*** +***3***0.6491228***0.0742300*** +***4***0.5964912***0.0751060*** +***5***0.6551724***0.0738900*** +accuracy = 64.69 #leaves = 25.20 max depth = 7.20 + diff --git a/data/oc1output/breast-cancer_1714.txt b/data/oc1output/breast-cancer_1714.txt new file mode 100644 index 0000000..ae9d950 --- /dev/null +++ b/data/oc1output/breast-cancer_1714.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer.csv.dt. +Unpruned decision tree written to csv/breast-cancer.csv.dt.unpruned. +fold 1: acc. = 82.46 #leaves = 3 max. depth = 2 +fold 2: acc. = 61.40 #leaves = 38 max. depth = 12 +fold 3: acc. = 64.91 #leaves = 36 max. depth = 10 +fold 4: acc. = 59.65 #leaves = 37 max. depth = 9 +fold 5: acc. = 67.24 #leaves = 28 max. depth = 9 +***1***0.8245614***0.0901120*** +***2***0.6140351***0.0997440*** +***3***0.6491228***0.1043590*** +***4***0.5964912***0.0700220*** +***5***0.6724138***0.0846340*** +accuracy = 67.13 #leaves = 28.40 max depth = 8.40 + diff --git a/data/oc1output/breast-cancer_23.txt b/data/oc1output/breast-cancer_23.txt new file mode 100644 index 0000000..6396b9a --- /dev/null +++ b/data/oc1output/breast-cancer_23.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer.csv.dt. +Unpruned decision tree written to csv/breast-cancer.csv.dt.unpruned. +fold 1: acc. = 77.19 #leaves = 3 max. depth = 2 +fold 2: acc. = 73.68 #leaves = 32 max. depth = 8 +fold 3: acc. = 64.91 #leaves = 31 max. depth = 10 +fold 4: acc. = 68.42 #leaves = 35 max. depth = 12 +fold 5: acc. = 58.62 #leaves = 27 max. depth = 10 +***1***0.7719299***0.0639300*** +***2***0.7368421***0.0794630*** +***3***0.6491228***0.0939440*** +***4***0.6842105***0.0973290*** +***5***0.5862069***0.1153730*** +accuracy = 68.53 #leaves = 25.60 max depth = 8.40 + diff --git a/data/oc1output/breast-cancer_31.txt b/data/oc1output/breast-cancer_31.txt new file mode 100644 index 0000000..502ef80 --- /dev/null +++ b/data/oc1output/breast-cancer_31.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer.csv.dt. +Unpruned decision tree written to csv/breast-cancer.csv.dt.unpruned. +fold 1: acc. = 64.91 #leaves = 2 max. depth = 1 +fold 2: acc. = 77.19 #leaves = 32 max. depth = 9 +fold 3: acc. = 57.89 #leaves = 36 max. depth = 12 +fold 4: acc. = 78.95 #leaves = 37 max. depth = 10 +fold 5: acc. = 60.34 #leaves = 44 max. depth = 13 +***1***0.6491228***0.0951730*** +***2***0.7719299***0.1011500*** +***3***0.5789474***0.0866760*** +***4***0.7894737***0.0777440*** +***5***0.6034483***0.0972860*** +accuracy = 67.83 #leaves = 30.20 max depth = 9.00 + diff --git a/data/oc1output/breast-cancer_57.txt b/data/oc1output/breast-cancer_57.txt new file mode 100644 index 0000000..f1ed74a --- /dev/null +++ b/data/oc1output/breast-cancer_57.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer.csv.dt. +Unpruned decision tree written to csv/breast-cancer.csv.dt.unpruned. +fold 1: acc. = 70.18 #leaves = 2 max. depth = 1 +fold 2: acc. = 68.42 #leaves = 33 max. depth = 10 +fold 3: acc. = 66.67 #leaves = 41 max. depth = 13 +fold 4: acc. = 68.42 #leaves = 34 max. depth = 8 +fold 5: acc. = 60.34 #leaves = 30 max. depth = 11 +***1***0.7017544***0.0875370*** +***2***0.6842105***0.0964160*** +***3***0.6666666***0.1188470*** +***4***0.6842105***0.0871830*** +***5***0.6034483***0.1196570*** +accuracy = 66.78 #leaves = 28.00 max depth = 8.60 + diff --git a/data/oc1output/breast-cancer_7.txt b/data/oc1output/breast-cancer_7.txt new file mode 100644 index 0000000..6326ba6 --- /dev/null +++ b/data/oc1output/breast-cancer_7.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer.csv.dt. +Unpruned decision tree written to csv/breast-cancer.csv.dt.unpruned. +fold 1: acc. = 64.91 #leaves = 2 max. depth = 1 +fold 2: acc. = 63.16 #leaves = 33 max. depth = 14 +fold 3: acc. = 52.63 #leaves = 34 max. depth = 13 +fold 4: acc. = 63.16 #leaves = 33 max. depth = 9 +fold 5: acc. = 60.34 #leaves = 33 max. depth = 10 +***1***0.6491228***0.0664590*** +***2***0.6315789***0.0744390*** +***3***0.5263158***0.1135000*** +***4***0.6315789***0.0700180*** +***5***0.6034483***0.0725880*** +accuracy = 60.84 #leaves = 27.00 max depth = 9.40 + diff --git a/data/oc1output/breast-cancer_79.txt b/data/oc1output/breast-cancer_79.txt new file mode 100644 index 0000000..ed2fccc --- /dev/null +++ b/data/oc1output/breast-cancer_79.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer.csv.dt. +Unpruned decision tree written to csv/breast-cancer.csv.dt.unpruned. +fold 1: acc. = 63.16 #leaves = 4 max. depth = 3 +fold 2: acc. = 52.63 #leaves = 36 max. depth = 13 +fold 3: acc. = 63.16 #leaves = 37 max. depth = 11 +fold 4: acc. = 64.91 #leaves = 32 max. depth = 8 +fold 5: acc. = 68.97 #leaves = 34 max. depth = 12 +***1***0.6315789***0.0825660*** +***2***0.5263158***0.0912040*** +***3***0.6315789***0.0866260*** +***4***0.6491228***0.0859780*** +***5***0.6896551***0.0987720*** +accuracy = 62.59 #leaves = 28.60 max depth = 9.40 + diff --git a/data/oc1output/breast-cancer_83.txt b/data/oc1output/breast-cancer_83.txt new file mode 100644 index 0000000..2307617 --- /dev/null +++ b/data/oc1output/breast-cancer_83.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer.csv.dt. +Unpruned decision tree written to csv/breast-cancer.csv.dt.unpruned. +fold 1: acc. = 63.16 #leaves = 19 max. depth = 12 +fold 2: acc. = 61.40 #leaves = 37 max. depth = 10 +fold 3: acc. = 66.67 #leaves = 35 max. depth = 12 +fold 4: acc. = 66.67 #leaves = 37 max. depth = 11 +fold 5: acc. = 65.52 #leaves = 34 max. depth = 11 +***1***0.6315789***0.0942190*** +***2***0.6140351***0.0848180*** +***3***0.6666666***0.0806680*** +***4***0.6666666***0.0983590*** +***5***0.6551724***0.1042520*** +accuracy = 64.69 #leaves = 32.40 max depth = 11.20 + diff --git a/data/oc1output/breast-cancer_97.txt b/data/oc1output/breast-cancer_97.txt new file mode 100644 index 0000000..8fdeab0 --- /dev/null +++ b/data/oc1output/breast-cancer_97.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/breast-cancer.csv.dt. +Unpruned decision tree written to csv/breast-cancer.csv.dt.unpruned. +fold 1: acc. = 70.18 #leaves = 3 max. depth = 2 +fold 2: acc. = 57.89 #leaves = 38 max. depth = 12 +fold 3: acc. = 66.67 #leaves = 34 max. depth = 11 +fold 4: acc. = 49.12 #leaves = 33 max. depth = 12 +fold 5: acc. = 58.62 #leaves = 29 max. depth = 13 +***1***0.7017544***0.0811010*** +***2***0.5789474***0.0879400*** +***3***0.6666666***0.1088490*** +***4***0.4912281***0.1171100*** +***5***0.5862069***0.1077420*** +accuracy = 60.49 #leaves = 27.40 max depth = 10.00 + diff --git a/data/oc1output/cardiotocography-10clases.txt b/data/oc1output/cardiotocography-10clases.txt deleted file mode 100755 index 39f97ba..0000000 --- a/data/oc1output/cardiotocography-10clases.txt +++ /dev/null @@ -1,23 +0,0 @@ -Remapping class numbers: - 8 To 1 - 5 To 2 - 1 To 3 - 7 To 4 - 9 To 5 - 0 To 7 - 2 To 8 - 4 To 9 - 3 To 10 -Pruned decision tree written to csv/cardiotocography-10clases.csv.dt. -Unpruned decision tree written to csv/cardiotocography-10clases.csv.dt.unpruned. -fold 1: acc. = 78.12 #leaves = 19 max. depth = 7 -fold 2: acc. = 78.35 #leaves = 144 max. depth = 15 -fold 3: acc. = 79.29 #leaves = 134 max. depth = 12 -fold 4: acc. = 77.65 #leaves = 138 max. depth = 14 -fold 5: acc. = 80.28 #leaves = 146 max. depth = 14 -***1***0.7811764***4.0981380*** -***2***0.7835295***4.5676210*** -***3***0.7929412***3.7609140*** -***4***0.7764705***4.1221350*** -***5***0.8028169***3.8846100*** -accuracy = 78.74 #leaves = 116.20 max depth = 12.40 diff --git a/data/oc1output/cardiotocography-10clases_1.txt b/data/oc1output/cardiotocography-10clases_1.txt new file mode 100644 index 0000000..a2558e3 --- /dev/null +++ b/data/oc1output/cardiotocography-10clases_1.txt @@ -0,0 +1,24 @@ +Remapping class numbers: + 8 To 1 + 5 To 2 + 1 To 3 + 7 To 4 + 9 To 5 + 0 To 7 + 2 To 8 + 4 To 9 + 3 To 10 +Pruned decision tree written to csv/cardiotocography-10clases.csv.dt. +Unpruned decision tree written to csv/cardiotocography-10clases.csv.dt.unpruned. +fold 1: acc. = 79.29 #leaves = 25 max. depth = 7 +fold 2: acc. = 78.35 #leaves = 144 max. depth = 15 +fold 3: acc. = 81.65 #leaves = 150 max. depth = 16 +fold 4: acc. = 78.35 #leaves = 151 max. depth = 15 +fold 5: acc. = 82.39 #leaves = 147 max. depth = 14 +***1***0.7929412***4.2463930*** +***2***0.7835295***4.6111680*** +***3***0.8164706***4.3294350*** +***4***0.7835295***4.1180720*** +***5***0.8239436***4.3890430*** +accuracy = 80.01 #leaves = 123.40 max depth = 13.40 + diff --git a/data/oc1output/cardiotocography-10clases_17.txt b/data/oc1output/cardiotocography-10clases_17.txt new file mode 100644 index 0000000..f01b5f7 --- /dev/null +++ b/data/oc1output/cardiotocography-10clases_17.txt @@ -0,0 +1,24 @@ +Remapping class numbers: + 8 To 1 + 5 To 2 + 1 To 3 + 7 To 4 + 9 To 5 + 0 To 7 + 2 To 8 + 4 To 9 + 3 To 10 +Pruned decision tree written to csv/cardiotocography-10clases.csv.dt. +Unpruned decision tree written to csv/cardiotocography-10clases.csv.dt.unpruned. +fold 1: acc. = 80.00 #leaves = 59 max. depth = 9 +fold 2: acc. = 78.12 #leaves = 139 max. depth = 14 +fold 3: acc. = 78.82 #leaves = 120 max. depth = 15 +fold 4: acc. = 78.35 #leaves = 134 max. depth = 16 +fold 5: acc. = 84.04 #leaves = 150 max. depth = 16 +***1***0.8000000***4.0090860*** +***2***0.7811764***4.2283330*** +***3***0.7882353***4.4313790*** +***4***0.7835295***4.4770340*** +***5***0.8403756***4.4958520*** +accuracy = 79.87 #leaves = 120.40 max depth = 14.00 + diff --git a/data/oc1output/cardiotocography-10clases_1714.txt b/data/oc1output/cardiotocography-10clases_1714.txt new file mode 100644 index 0000000..097af5c --- /dev/null +++ b/data/oc1output/cardiotocography-10clases_1714.txt @@ -0,0 +1,24 @@ +Remapping class numbers: + 8 To 1 + 5 To 2 + 1 To 3 + 7 To 4 + 9 To 5 + 0 To 7 + 2 To 8 + 4 To 9 + 3 To 10 +Pruned decision tree written to csv/cardiotocography-10clases.csv.dt. +Unpruned decision tree written to csv/cardiotocography-10clases.csv.dt.unpruned. +fold 1: acc. = 79.53 #leaves = 68 max. depth = 11 +fold 2: acc. = 76.47 #leaves = 136 max. depth = 16 +fold 3: acc. = 79.76 #leaves = 143 max. depth = 13 +fold 4: acc. = 78.59 #leaves = 140 max. depth = 13 +fold 5: acc. = 82.86 #leaves = 153 max. depth = 13 +***1***0.7952941***4.9105050*** +***2***0.7647059***4.3128380*** +***3***0.7976471***3.8785230*** +***4***0.7858824***3.8168190*** +***5***0.8286386***4.1117250*** +accuracy = 79.44 #leaves = 128.00 max depth = 13.20 + diff --git a/data/oc1output/cardiotocography-10clases_23.txt b/data/oc1output/cardiotocography-10clases_23.txt new file mode 100644 index 0000000..b25856d --- /dev/null +++ b/data/oc1output/cardiotocography-10clases_23.txt @@ -0,0 +1,24 @@ +Remapping class numbers: + 8 To 1 + 5 To 2 + 1 To 3 + 7 To 4 + 9 To 5 + 0 To 7 + 2 To 8 + 4 To 9 + 3 To 10 +Pruned decision tree written to csv/cardiotocography-10clases.csv.dt. +Unpruned decision tree written to csv/cardiotocography-10clases.csv.dt.unpruned. +fold 1: acc. = 83.06 #leaves = 30 max. depth = 9 +fold 2: acc. = 77.65 #leaves = 136 max. depth = 12 +fold 3: acc. = 80.47 #leaves = 144 max. depth = 15 +fold 4: acc. = 80.94 #leaves = 146 max. depth = 15 +fold 5: acc. = 79.11 #leaves = 137 max. depth = 15 +***1***0.8305882***4.3017500*** +***2***0.7764705***3.9005570*** +***3***0.8047059***4.2524760*** +***4***0.8094118***4.4151340*** +***5***0.7910798***4.4396320*** +accuracy = 80.24 #leaves = 118.60 max depth = 13.20 + diff --git a/data/oc1output/cardiotocography-10clases_31.txt b/data/oc1output/cardiotocography-10clases_31.txt new file mode 100644 index 0000000..4f28743 --- /dev/null +++ b/data/oc1output/cardiotocography-10clases_31.txt @@ -0,0 +1,24 @@ +Remapping class numbers: + 8 To 1 + 5 To 2 + 1 To 3 + 7 To 4 + 9 To 5 + 0 To 7 + 2 To 8 + 4 To 9 + 3 To 10 +Pruned decision tree written to csv/cardiotocography-10clases.csv.dt. +Unpruned decision tree written to csv/cardiotocography-10clases.csv.dt.unpruned. +fold 1: acc. = 75.29 #leaves = 119 max. depth = 12 +fold 2: acc. = 76.00 #leaves = 143 max. depth = 12 +fold 3: acc. = 76.00 #leaves = 135 max. depth = 14 +fold 4: acc. = 81.18 #leaves = 145 max. depth = 13 +fold 5: acc. = 79.81 #leaves = 140 max. depth = 19 +***1***0.7529412***4.6402080*** +***2***0.7600000***3.8605410*** +***3***0.7600000***3.8240540*** +***4***0.8117647***3.8001910*** +***5***0.7981221***4.5498510*** +accuracy = 77.66 #leaves = 136.40 max depth = 14.00 + diff --git a/data/oc1output/cardiotocography-10clases_57.txt b/data/oc1output/cardiotocography-10clases_57.txt new file mode 100644 index 0000000..d8bbd4a --- /dev/null +++ b/data/oc1output/cardiotocography-10clases_57.txt @@ -0,0 +1,24 @@ +Remapping class numbers: + 8 To 1 + 5 To 2 + 1 To 3 + 7 To 4 + 9 To 5 + 0 To 7 + 2 To 8 + 4 To 9 + 3 To 10 +Pruned decision tree written to csv/cardiotocography-10clases.csv.dt. +Unpruned decision tree written to csv/cardiotocography-10clases.csv.dt.unpruned. +fold 1: acc. = 80.71 #leaves = 32 max. depth = 8 +fold 2: acc. = 81.65 #leaves = 131 max. depth = 13 +fold 3: acc. = 79.53 #leaves = 154 max. depth = 15 +fold 4: acc. = 76.94 #leaves = 138 max. depth = 14 +fold 5: acc. = 81.69 #leaves = 136 max. depth = 14 +***1***0.8070588***4.2214090*** +***2***0.8164706***4.1196520*** +***3***0.7952941***3.7131420*** +***4***0.7694118***4.1483100*** +***5***0.8169014***4.3397420*** +accuracy = 80.10 #leaves = 118.20 max depth = 12.80 + diff --git a/data/oc1output/cardiotocography-10clases_7.txt b/data/oc1output/cardiotocography-10clases_7.txt new file mode 100644 index 0000000..ee178b4 --- /dev/null +++ b/data/oc1output/cardiotocography-10clases_7.txt @@ -0,0 +1,24 @@ +Remapping class numbers: + 8 To 1 + 5 To 2 + 1 To 3 + 7 To 4 + 9 To 5 + 0 To 7 + 2 To 8 + 4 To 9 + 3 To 10 +Pruned decision tree written to csv/cardiotocography-10clases.csv.dt. +Unpruned decision tree written to csv/cardiotocography-10clases.csv.dt.unpruned. +fold 1: acc. = 79.29 #leaves = 26 max. depth = 8 +fold 2: acc. = 81.18 #leaves = 126 max. depth = 13 +fold 3: acc. = 80.47 #leaves = 152 max. depth = 15 +fold 4: acc. = 81.65 #leaves = 152 max. depth = 15 +fold 5: acc. = 78.87 #leaves = 137 max. depth = 15 +***1***0.7929412***4.2163830*** +***2***0.8117647***4.0161070*** +***3***0.8047059***4.1042370*** +***4***0.8164706***4.2381390*** +***5***0.7887323***4.5251100*** +accuracy = 80.29 #leaves = 118.60 max depth = 13.20 + diff --git a/data/oc1output/cardiotocography-10clases_79.txt b/data/oc1output/cardiotocography-10clases_79.txt new file mode 100644 index 0000000..60b47ed --- /dev/null +++ b/data/oc1output/cardiotocography-10clases_79.txt @@ -0,0 +1,24 @@ +Remapping class numbers: + 8 To 1 + 5 To 2 + 1 To 3 + 7 To 4 + 9 To 5 + 0 To 7 + 2 To 8 + 4 To 9 + 3 To 10 +Pruned decision tree written to csv/cardiotocography-10clases.csv.dt. +Unpruned decision tree written to csv/cardiotocography-10clases.csv.dt.unpruned. +fold 1: acc. = 80.24 #leaves = 37 max. depth = 8 +fold 2: acc. = 78.35 #leaves = 140 max. depth = 16 +fold 3: acc. = 80.47 #leaves = 157 max. depth = 15 +fold 4: acc. = 80.94 #leaves = 145 max. depth = 13 +fold 5: acc. = 75.59 #leaves = 144 max. depth = 15 +***1***0.8023529***4.4642930*** +***2***0.7835295***4.5159340*** +***3***0.8047059***4.2345490*** +***4***0.8094118***3.9866590*** +***5***0.7558686***4.1499620*** +accuracy = 79.12 #leaves = 124.60 max depth = 13.40 + diff --git a/data/oc1output/cardiotocography-10clases_83.txt b/data/oc1output/cardiotocography-10clases_83.txt new file mode 100644 index 0000000..129a79a --- /dev/null +++ b/data/oc1output/cardiotocography-10clases_83.txt @@ -0,0 +1,24 @@ +Remapping class numbers: + 8 To 1 + 5 To 2 + 1 To 3 + 7 To 4 + 9 To 5 + 0 To 7 + 2 To 8 + 4 To 9 + 3 To 10 +Pruned decision tree written to csv/cardiotocography-10clases.csv.dt. +Unpruned decision tree written to csv/cardiotocography-10clases.csv.dt.unpruned. +fold 1: acc. = 78.35 #leaves = 50 max. depth = 9 +fold 2: acc. = 80.47 #leaves = 131 max. depth = 12 +fold 3: acc. = 78.12 #leaves = 140 max. depth = 15 +fold 4: acc. = 80.71 #leaves = 140 max. depth = 13 +fold 5: acc. = 80.05 #leaves = 143 max. depth = 13 +***1***0.7835295***3.9297190*** +***2***0.8047059***3.8032080*** +***3***0.7811764***4.0422200*** +***4***0.8070588***4.3631000*** +***5***0.8004695***4.4093980*** +accuracy = 79.54 #leaves = 120.80 max depth = 12.40 + diff --git a/data/oc1output/cardiotocography-10clases_97.txt b/data/oc1output/cardiotocography-10clases_97.txt new file mode 100644 index 0000000..7c58c28 --- /dev/null +++ b/data/oc1output/cardiotocography-10clases_97.txt @@ -0,0 +1,24 @@ +Remapping class numbers: + 8 To 1 + 5 To 2 + 1 To 3 + 7 To 4 + 9 To 5 + 0 To 7 + 2 To 8 + 4 To 9 + 3 To 10 +Pruned decision tree written to csv/cardiotocography-10clases.csv.dt. +Unpruned decision tree written to csv/cardiotocography-10clases.csv.dt.unpruned. +fold 1: acc. = 79.06 #leaves = 13 max. depth = 6 +fold 2: acc. = 79.29 #leaves = 143 max. depth = 15 +fold 3: acc. = 78.59 #leaves = 141 max. depth = 14 +fold 4: acc. = 80.47 #leaves = 141 max. depth = 14 +fold 5: acc. = 78.87 #leaves = 140 max. depth = 13 +***1***0.7905882***4.6370880*** +***2***0.7929412***4.4581710*** +***3***0.7858824***4.2986690*** +***4***0.8047059***4.3381490*** +***5***0.7887323***4.1166070*** +accuracy = 79.26 #leaves = 115.60 max depth = 12.40 + diff --git a/data/oc1output/cardiotocography-3clases.txt b/data/oc1output/cardiotocography-3clases.txt deleted file mode 100755 index 2233e40..0000000 --- a/data/oc1output/cardiotocography-3clases.txt +++ /dev/null @@ -1,16 +0,0 @@ -Remapping class numbers: - 0 To 2 - 2 To 3 -Pruned decision tree written to csv/cardiotocography-3clases.csv.dt. -Unpruned decision tree written to csv/cardiotocography-3clases.csv.dt.unpruned. -fold 1: acc. = 88.47 #leaves = 14 max. depth = 7 -fold 2: acc. = 91.06 #leaves = 63 max. depth = 12 -fold 3: acc. = 91.76 #leaves = 59 max. depth = 10 -fold 4: acc. = 89.41 #leaves = 58 max. depth = 14 -fold 5: acc. = 90.85 #leaves = 55 max. depth = 12 -***1***0.8847059***2.1991990*** -***2***0.9105882***2.6451690*** -***3***0.9176471***2.6936610*** -***4***0.8941177***2.2401460*** -***5***0.9084507***1.5113470*** -accuracy = 90.31 #leaves = 49.80 max depth = 11.00 diff --git a/data/oc1output/cardiotocography-3clases_1.txt b/data/oc1output/cardiotocography-3clases_1.txt new file mode 100644 index 0000000..2119d2b --- /dev/null +++ b/data/oc1output/cardiotocography-3clases_1.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 +Pruned decision tree written to csv/cardiotocography-3clases.csv.dt. +Unpruned decision tree written to csv/cardiotocography-3clases.csv.dt.unpruned. +fold 1: acc. = 89.18 #leaves = 26 max. depth = 9 +fold 2: acc. = 90.35 #leaves = 60 max. depth = 10 +fold 3: acc. = 89.41 #leaves = 63 max. depth = 12 +fold 4: acc. = 89.18 #leaves = 59 max. depth = 9 +fold 5: acc. = 91.08 #leaves = 59 max. depth = 11 +***1***0.8917647***2.3085040*** +***2***0.9035294***2.2226780*** +***3***0.8941177***2.7869880*** +***4***0.8917647***2.0607340*** +***5***0.9107981***1.8594600*** +accuracy = 89.84 #leaves = 53.40 max depth = 10.20 + diff --git a/data/oc1output/cardiotocography-3clases_17.txt b/data/oc1output/cardiotocography-3clases_17.txt new file mode 100644 index 0000000..1ff8255 --- /dev/null +++ b/data/oc1output/cardiotocography-3clases_17.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 +Pruned decision tree written to csv/cardiotocography-3clases.csv.dt. +Unpruned decision tree written to csv/cardiotocography-3clases.csv.dt.unpruned. +fold 1: acc. = 88.47 #leaves = 24 max. depth = 8 +fold 2: acc. = 90.82 #leaves = 65 max. depth = 14 +fold 3: acc. = 92.24 #leaves = 71 max. depth = 12 +fold 4: acc. = 90.82 #leaves = 47 max. depth = 9 +fold 5: acc. = 91.55 #leaves = 51 max. depth = 10 +***1***0.8847059***2.3979710*** +***2***0.9082353***2.5644430*** +***3***0.9223529***1.9188530*** +***4***0.9082353***1.7458620*** +***5***0.9154930***1.7013460*** +accuracy = 90.78 #leaves = 51.60 max depth = 10.60 + diff --git a/data/oc1output/cardiotocography-3clases_1714.txt b/data/oc1output/cardiotocography-3clases_1714.txt new file mode 100644 index 0000000..bc6e9df --- /dev/null +++ b/data/oc1output/cardiotocography-3clases_1714.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 +Pruned decision tree written to csv/cardiotocography-3clases.csv.dt. +Unpruned decision tree written to csv/cardiotocography-3clases.csv.dt.unpruned. +fold 1: acc. = 88.00 #leaves = 52 max. depth = 8 +fold 2: acc. = 88.24 #leaves = 54 max. depth = 10 +fold 3: acc. = 92.00 #leaves = 45 max. depth = 10 +fold 4: acc. = 90.12 #leaves = 60 max. depth = 12 +fold 5: acc. = 90.61 #leaves = 55 max. depth = 10 +***1***0.8800000***1.8695860*** +***2***0.8823529***2.4264710*** +***3***0.9200000***1.9366670*** +***4***0.9011765***2.6093690*** +***5***0.9061033***1.8976270*** +accuracy = 89.79 #leaves = 53.20 max depth = 10.00 + diff --git a/data/oc1output/cardiotocography-3clases_23.txt b/data/oc1output/cardiotocography-3clases_23.txt new file mode 100644 index 0000000..f57fe0d --- /dev/null +++ b/data/oc1output/cardiotocography-3clases_23.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 +Pruned decision tree written to csv/cardiotocography-3clases.csv.dt. +Unpruned decision tree written to csv/cardiotocography-3clases.csv.dt.unpruned. +fold 1: acc. = 91.53 #leaves = 44 max. depth = 10 +fold 2: acc. = 91.53 #leaves = 53 max. depth = 9 +fold 3: acc. = 92.47 #leaves = 61 max. depth = 11 +fold 4: acc. = 86.82 #leaves = 49 max. depth = 12 +fold 5: acc. = 90.38 #leaves = 65 max. depth = 11 +***1***0.9152941***2.9084220*** +***2***0.9152941***2.3405790*** +***3***0.9247059***1.9581100*** +***4***0.8682353***1.7472990*** +***5***0.9037559***2.8912850*** +accuracy = 90.55 #leaves = 54.40 max depth = 10.60 + diff --git a/data/oc1output/cardiotocography-3clases_31.txt b/data/oc1output/cardiotocography-3clases_31.txt new file mode 100644 index 0000000..c9c0377 --- /dev/null +++ b/data/oc1output/cardiotocography-3clases_31.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 +Pruned decision tree written to csv/cardiotocography-3clases.csv.dt. +Unpruned decision tree written to csv/cardiotocography-3clases.csv.dt.unpruned. +fold 1: acc. = 89.65 #leaves = 30 max. depth = 7 +fold 2: acc. = 90.35 #leaves = 63 max. depth = 12 +fold 3: acc. = 88.24 #leaves = 61 max. depth = 10 +fold 4: acc. = 94.12 #leaves = 66 max. depth = 15 +fold 5: acc. = 89.44 #leaves = 72 max. depth = 14 +***1***0.8964705***2.7009270*** +***2***0.9035294***2.7275440*** +***3***0.8823529***2.6418690*** +***4***0.9411765***2.8216410*** +***5***0.8943662***1.9480540*** +accuracy = 90.36 #leaves = 58.40 max depth = 11.60 + diff --git a/data/oc1output/cardiotocography-3clases_57.txt b/data/oc1output/cardiotocography-3clases_57.txt new file mode 100644 index 0000000..fecf398 --- /dev/null +++ b/data/oc1output/cardiotocography-3clases_57.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 +Pruned decision tree written to csv/cardiotocography-3clases.csv.dt. +Unpruned decision tree written to csv/cardiotocography-3clases.csv.dt.unpruned. +fold 1: acc. = 88.71 #leaves = 23 max. depth = 8 +fold 2: acc. = 91.06 #leaves = 56 max. depth = 12 +fold 3: acc. = 90.35 #leaves = 71 max. depth = 10 +fold 4: acc. = 89.41 #leaves = 45 max. depth = 10 +fold 5: acc. = 89.91 #leaves = 63 max. depth = 11 +***1***0.8870588***2.6441690*** +***2***0.9105882***2.4408990*** +***3***0.9035294***2.0894460*** +***4***0.8941177***2.5960530*** +***5***0.8990610***2.3812240*** +accuracy = 89.89 #leaves = 51.60 max depth = 10.20 + diff --git a/data/oc1output/cardiotocography-3clases_7.txt b/data/oc1output/cardiotocography-3clases_7.txt new file mode 100644 index 0000000..fe0cc2a --- /dev/null +++ b/data/oc1output/cardiotocography-3clases_7.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 +Pruned decision tree written to csv/cardiotocography-3clases.csv.dt. +Unpruned decision tree written to csv/cardiotocography-3clases.csv.dt.unpruned. +fold 1: acc. = 87.29 #leaves = 8 max. depth = 4 +fold 2: acc. = 89.18 #leaves = 60 max. depth = 9 +fold 3: acc. = 88.94 #leaves = 62 max. depth = 11 +fold 4: acc. = 91.06 #leaves = 60 max. depth = 11 +fold 5: acc. = 91.55 #leaves = 65 max. depth = 11 +***1***0.8729412***2.2391680*** +***2***0.8917647***2.3243460*** +***3***0.8894117***3.0627450*** +***4***0.9105882***2.4887820*** +***5***0.9154930***2.0479040*** +accuracy = 89.60 #leaves = 51.00 max depth = 9.20 + diff --git a/data/oc1output/cardiotocography-3clases_79.txt b/data/oc1output/cardiotocography-3clases_79.txt new file mode 100644 index 0000000..4454f0f --- /dev/null +++ b/data/oc1output/cardiotocography-3clases_79.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 +Pruned decision tree written to csv/cardiotocography-3clases.csv.dt. +Unpruned decision tree written to csv/cardiotocography-3clases.csv.dt.unpruned. +fold 1: acc. = 87.53 #leaves = 18 max. depth = 7 +fold 2: acc. = 90.82 #leaves = 64 max. depth = 13 +fold 3: acc. = 91.29 #leaves = 67 max. depth = 12 +fold 4: acc. = 91.53 #leaves = 59 max. depth = 9 +fold 5: acc. = 89.91 #leaves = 64 max. depth = 11 +***1***0.8752941***2.5343950*** +***2***0.9082353***2.8983600*** +***3***0.9129412***2.8066280*** +***4***0.9152941***2.2954370*** +***5***0.8990610***1.9217450*** +accuracy = 90.22 #leaves = 54.40 max depth = 10.40 + diff --git a/data/oc1output/cardiotocography-3clases_83.txt b/data/oc1output/cardiotocography-3clases_83.txt new file mode 100644 index 0000000..c55e840 --- /dev/null +++ b/data/oc1output/cardiotocography-3clases_83.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 +Pruned decision tree written to csv/cardiotocography-3clases.csv.dt. +Unpruned decision tree written to csv/cardiotocography-3clases.csv.dt.unpruned. +fold 1: acc. = 90.35 #leaves = 14 max. depth = 6 +fold 2: acc. = 88.24 #leaves = 55 max. depth = 10 +fold 3: acc. = 90.12 #leaves = 64 max. depth = 11 +fold 4: acc. = 87.06 #leaves = 49 max. depth = 11 +fold 5: acc. = 88.50 #leaves = 68 max. depth = 13 +***1***0.9035294***2.4677220*** +***2***0.8823529***2.5071110*** +***3***0.9011765***2.2716040*** +***4***0.8705882***2.3749570*** +***5***0.8849765***2.4583330*** +accuracy = 88.85 #leaves = 50.00 max depth = 10.20 + diff --git a/data/oc1output/cardiotocography-3clases_97.txt b/data/oc1output/cardiotocography-3clases_97.txt new file mode 100644 index 0000000..b9a2715 --- /dev/null +++ b/data/oc1output/cardiotocography-3clases_97.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 +Pruned decision tree written to csv/cardiotocography-3clases.csv.dt. +Unpruned decision tree written to csv/cardiotocography-3clases.csv.dt.unpruned. +fold 1: acc. = 88.24 #leaves = 28 max. depth = 7 +fold 2: acc. = 88.47 #leaves = 49 max. depth = 11 +fold 3: acc. = 92.47 #leaves = 60 max. depth = 11 +fold 4: acc. = 92.47 #leaves = 50 max. depth = 10 +fold 5: acc. = 88.03 #leaves = 59 max. depth = 10 +***1***0.8823529***3.2171840*** +***2***0.8847059***2.0485780*** +***3***0.9247059***2.6363170*** +***4***0.9247059***1.4491240*** +***5***0.8802817***2.4254690*** +accuracy = 89.93 #leaves = 49.20 max depth = 9.80 + diff --git a/data/oc1output/conn-bench-sonar-mines-rocks.txt b/data/oc1output/conn-bench-sonar-mines-rocks.txt deleted file mode 100755 index 167eb61..0000000 --- a/data/oc1output/conn-bench-sonar-mines-rocks.txt +++ /dev/null @@ -1,15 +0,0 @@ -Remapping class numbers: - 0 To 2 -Pruned decision tree written to csv/conn-bench-sonar-mines-rocks.csv.dt. -Unpruned decision tree written to csv/conn-bench-sonar-mines-rocks.csv.dt.unpruned. -fold 1: acc. = 68.29 #leaves = 2 max. depth = 1 -fold 2: acc. = 70.73 #leaves = 21 max. depth = 9 -fold 3: acc. = 78.05 #leaves = 16 max. depth = 8 -fold 4: acc. = 65.85 #leaves = 12 max. depth = 6 -fold 5: acc. = 65.91 #leaves = 15 max. depth = 6 -***1***0.6829269***0.1075660*** -***2***0.7073171***0.1105890*** -***3***0.7804878***0.1151940*** -***4***0.6585366***0.0952280*** -***5***0.6590909***0.0950490*** -accuracy = 69.71 #leaves = 13.20 max depth = 6.00 diff --git a/data/oc1output/conn-bench-sonar-mines-rocks_1.txt b/data/oc1output/conn-bench-sonar-mines-rocks_1.txt new file mode 100644 index 0000000..20cbad3 --- /dev/null +++ b/data/oc1output/conn-bench-sonar-mines-rocks_1.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/conn-bench-sonar-mines-rocks.csv.dt. +Unpruned decision tree written to csv/conn-bench-sonar-mines-rocks.csv.dt.unpruned. +fold 1: acc. = 70.73 #leaves = 4 max. depth = 3 +fold 2: acc. = 75.61 #leaves = 13 max. depth = 6 +fold 3: acc. = 78.05 #leaves = 13 max. depth = 4 +fold 4: acc. = 63.41 #leaves = 15 max. depth = 6 +fold 5: acc. = 65.91 #leaves = 14 max. depth = 6 +***1***0.7073171***0.0922080*** +***2***0.7560976***0.1109690*** +***3***0.7804878***0.1009340*** +***4***0.6341463***0.1032160*** +***5***0.6590909***0.1106560*** +accuracy = 70.67 #leaves = 11.80 max depth = 5.00 + diff --git a/data/oc1output/conn-bench-sonar-mines-rocks_17.txt b/data/oc1output/conn-bench-sonar-mines-rocks_17.txt new file mode 100644 index 0000000..f6ff618 --- /dev/null +++ b/data/oc1output/conn-bench-sonar-mines-rocks_17.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/conn-bench-sonar-mines-rocks.csv.dt. +Unpruned decision tree written to csv/conn-bench-sonar-mines-rocks.csv.dt.unpruned. +fold 1: acc. = 63.41 #leaves = 2 max. depth = 1 +fold 2: acc. = 70.73 #leaves = 16 max. depth = 7 +fold 3: acc. = 78.05 #leaves = 15 max. depth = 5 +fold 4: acc. = 75.61 #leaves = 13 max. depth = 6 +fold 5: acc. = 72.73 #leaves = 14 max. depth = 6 +***1***0.6341463***0.1017780*** +***2***0.7073171***0.0974580*** +***3***0.7804878***0.0922170*** +***4***0.7560976***0.1008960*** +***5***0.7272727***0.0948800*** +accuracy = 72.12 #leaves = 12.00 max depth = 5.00 + diff --git a/data/oc1output/conn-bench-sonar-mines-rocks_1714.txt b/data/oc1output/conn-bench-sonar-mines-rocks_1714.txt new file mode 100644 index 0000000..d324103 --- /dev/null +++ b/data/oc1output/conn-bench-sonar-mines-rocks_1714.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/conn-bench-sonar-mines-rocks.csv.dt. +Unpruned decision tree written to csv/conn-bench-sonar-mines-rocks.csv.dt.unpruned. +fold 1: acc. = 75.61 #leaves = 4 max. depth = 3 +fold 2: acc. = 75.61 #leaves = 13 max. depth = 5 +fold 3: acc. = 78.05 #leaves = 13 max. depth = 6 +fold 4: acc. = 75.61 #leaves = 12 max. depth = 5 +fold 5: acc. = 70.45 #leaves = 15 max. depth = 7 +***1***0.7560976***0.1049900*** +***2***0.7560976***0.0978020*** +***3***0.7804878***0.1060490*** +***4***0.7560976***0.0983860*** +***5***0.7045454***0.0917880*** +accuracy = 75.00 #leaves = 11.40 max depth = 5.20 + diff --git a/data/oc1output/conn-bench-sonar-mines-rocks_23.txt b/data/oc1output/conn-bench-sonar-mines-rocks_23.txt new file mode 100644 index 0000000..41ee48b --- /dev/null +++ b/data/oc1output/conn-bench-sonar-mines-rocks_23.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/conn-bench-sonar-mines-rocks.csv.dt. +Unpruned decision tree written to csv/conn-bench-sonar-mines-rocks.csv.dt.unpruned. +fold 1: acc. = 70.73 #leaves = 9 max. depth = 6 +fold 2: acc. = 60.98 #leaves = 16 max. depth = 7 +fold 3: acc. = 68.29 #leaves = 19 max. depth = 7 +fold 4: acc. = 68.29 #leaves = 16 max. depth = 7 +fold 5: acc. = 65.91 #leaves = 13 max. depth = 5 +***1***0.7073171***0.1050450*** +***2***0.6097561***0.1028100*** +***3***0.6829269***0.0915690*** +***4***0.6829269***0.1030680*** +***5***0.6590909***0.0935480*** +accuracy = 66.83 #leaves = 14.60 max depth = 6.40 + diff --git a/data/oc1output/conn-bench-sonar-mines-rocks_31.txt b/data/oc1output/conn-bench-sonar-mines-rocks_31.txt new file mode 100644 index 0000000..a0fc899 --- /dev/null +++ b/data/oc1output/conn-bench-sonar-mines-rocks_31.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/conn-bench-sonar-mines-rocks.csv.dt. +Unpruned decision tree written to csv/conn-bench-sonar-mines-rocks.csv.dt.unpruned. +fold 1: acc. = 60.98 #leaves = 2 max. depth = 1 +fold 2: acc. = 82.93 #leaves = 14 max. depth = 6 +fold 3: acc. = 75.61 #leaves = 16 max. depth = 5 +fold 4: acc. = 73.17 #leaves = 16 max. depth = 6 +fold 5: acc. = 61.36 #leaves = 16 max. depth = 7 +***1***0.6097561***0.0922700*** +***2***0.8292683***0.0922870*** +***3***0.7560976***0.1025880*** +***4***0.7317073***0.0992690*** +***5***0.6136364***0.0923970*** +accuracy = 70.67 #leaves = 12.80 max depth = 5.00 + diff --git a/data/oc1output/conn-bench-sonar-mines-rocks_57.txt b/data/oc1output/conn-bench-sonar-mines-rocks_57.txt new file mode 100644 index 0000000..705d55e --- /dev/null +++ b/data/oc1output/conn-bench-sonar-mines-rocks_57.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/conn-bench-sonar-mines-rocks.csv.dt. +Unpruned decision tree written to csv/conn-bench-sonar-mines-rocks.csv.dt.unpruned. +fold 1: acc. = 80.49 #leaves = 2 max. depth = 1 +fold 2: acc. = 51.22 #leaves = 16 max. depth = 9 +fold 3: acc. = 68.29 #leaves = 14 max. depth = 6 +fold 4: acc. = 82.93 #leaves = 15 max. depth = 6 +fold 5: acc. = 72.73 #leaves = 14 max. depth = 7 +***1***0.8048781***0.1008370*** +***2***0.5121951***0.1056580*** +***3***0.6829269***0.1085170*** +***4***0.8292683***0.0956850*** +***5***0.7272727***0.0965890*** +accuracy = 71.15 #leaves = 12.20 max depth = 5.80 + diff --git a/data/oc1output/conn-bench-sonar-mines-rocks_7.txt b/data/oc1output/conn-bench-sonar-mines-rocks_7.txt new file mode 100644 index 0000000..5a27dfc --- /dev/null +++ b/data/oc1output/conn-bench-sonar-mines-rocks_7.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/conn-bench-sonar-mines-rocks.csv.dt. +Unpruned decision tree written to csv/conn-bench-sonar-mines-rocks.csv.dt.unpruned. +fold 1: acc. = 68.29 #leaves = 4 max. depth = 3 +fold 2: acc. = 60.98 #leaves = 13 max. depth = 6 +fold 3: acc. = 73.17 #leaves = 16 max. depth = 6 +fold 4: acc. = 70.73 #leaves = 16 max. depth = 6 +fold 5: acc. = 77.27 #leaves = 16 max. depth = 6 +***1***0.6829269***0.1045810*** +***2***0.6097561***0.1003340*** +***3***0.7317073***0.0989410*** +***4***0.7073171***0.1008780*** +***5***0.7727273***0.0967810*** +accuracy = 70.19 #leaves = 13.00 max depth = 5.40 + diff --git a/data/oc1output/conn-bench-sonar-mines-rocks_79.txt b/data/oc1output/conn-bench-sonar-mines-rocks_79.txt new file mode 100644 index 0000000..4b349dd --- /dev/null +++ b/data/oc1output/conn-bench-sonar-mines-rocks_79.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/conn-bench-sonar-mines-rocks.csv.dt. +Unpruned decision tree written to csv/conn-bench-sonar-mines-rocks.csv.dt.unpruned. +fold 1: acc. = 63.41 #leaves = 2 max. depth = 1 +fold 2: acc. = 56.10 #leaves = 12 max. depth = 5 +fold 3: acc. = 75.61 #leaves = 15 max. depth = 6 +fold 4: acc. = 73.17 #leaves = 14 max. depth = 6 +fold 5: acc. = 65.91 #leaves = 15 max. depth = 9 +***1***0.6341463***0.0971340*** +***2***0.5609756***0.1015220*** +***3***0.7560976***0.1032050*** +***4***0.7317073***0.1071910*** +***5***0.6590909***0.0973120*** +accuracy = 66.83 #leaves = 11.60 max depth = 5.40 + diff --git a/data/oc1output/conn-bench-sonar-mines-rocks_83.txt b/data/oc1output/conn-bench-sonar-mines-rocks_83.txt new file mode 100644 index 0000000..651cf32 --- /dev/null +++ b/data/oc1output/conn-bench-sonar-mines-rocks_83.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/conn-bench-sonar-mines-rocks.csv.dt. +Unpruned decision tree written to csv/conn-bench-sonar-mines-rocks.csv.dt.unpruned. +fold 1: acc. = 75.61 #leaves = 2 max. depth = 1 +fold 2: acc. = 73.17 #leaves = 12 max. depth = 6 +fold 3: acc. = 73.17 #leaves = 13 max. depth = 5 +fold 4: acc. = 80.49 #leaves = 13 max. depth = 6 +fold 5: acc. = 59.09 #leaves = 15 max. depth = 6 +***1***0.7560976***0.1047400*** +***2***0.7317073***0.0907510*** +***3***0.7317073***0.1005790*** +***4***0.8048781***0.0986990*** +***5***0.5909091***0.1042590*** +accuracy = 72.12 #leaves = 11.00 max depth = 4.80 + diff --git a/data/oc1output/conn-bench-sonar-mines-rocks_97.txt b/data/oc1output/conn-bench-sonar-mines-rocks_97.txt new file mode 100644 index 0000000..9f19860 --- /dev/null +++ b/data/oc1output/conn-bench-sonar-mines-rocks_97.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/conn-bench-sonar-mines-rocks.csv.dt. +Unpruned decision tree written to csv/conn-bench-sonar-mines-rocks.csv.dt.unpruned. +fold 1: acc. = 73.17 #leaves = 8 max. depth = 6 +fold 2: acc. = 68.29 #leaves = 14 max. depth = 7 +fold 3: acc. = 70.73 #leaves = 14 max. depth = 6 +fold 4: acc. = 78.05 #leaves = 17 max. depth = 6 +fold 5: acc. = 84.09 #leaves = 16 max. depth = 9 +***1***0.7317073***0.0998530*** +***2***0.6829269***0.1019360*** +***3***0.7073171***0.1025230*** +***4***0.7804878***0.1119640*** +***5***0.8409091***0.0960890*** +accuracy = 75.00 #leaves = 13.80 max depth = 6.80 + diff --git a/data/oc1output/cylinder-bands.txt b/data/oc1output/cylinder-bands.txt deleted file mode 100755 index b392e58..0000000 --- a/data/oc1output/cylinder-bands.txt +++ /dev/null @@ -1,16 +0,0 @@ -Remapping class numbers: - 0 To 1 - 1 To 2 -Pruned decision tree written to csv/cylinder-bands.csv.dt. -Unpruned decision tree written to csv/cylinder-bands.csv.dt.unpruned. -fold 1: acc. = 72.55 #leaves = 12 max. depth = 5 -fold 2: acc. = 54.90 #leaves = 41 max. depth = 9 -fold 3: acc. = 65.69 #leaves = 35 max. depth = 10 -fold 4: acc. = 68.63 #leaves = 43 max. depth = 12 -fold 5: acc. = 65.38 #leaves = 35 max. depth = 10 -***1***0.7254902***0.3968130*** -***2***0.5490196***0.4224880*** -***3***0.6568627***0.4685080*** -***4***0.6862745***0.5149860*** -***5***0.6538461***0.3339010*** -accuracy = 65.43 #leaves = 33.20 max depth = 9.20 diff --git a/data/oc1output/cylinder-bands_1.txt b/data/oc1output/cylinder-bands_1.txt new file mode 100644 index 0000000..9e7bf5f --- /dev/null +++ b/data/oc1output/cylinder-bands_1.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/cylinder-bands.csv.dt. +Unpruned decision tree written to csv/cylinder-bands.csv.dt.unpruned. +fold 1: acc. = 60.78 #leaves = 32 max. depth = 10 +fold 2: acc. = 69.61 #leaves = 36 max. depth = 9 +fold 3: acc. = 73.53 #leaves = 49 max. depth = 11 +fold 4: acc. = 69.61 #leaves = 42 max. depth = 12 +fold 5: acc. = 62.50 #leaves = 30 max. depth = 7 +***1***0.6078432***0.5658240*** +***2***0.6960784***0.4179130*** +***3***0.7352941***0.5321730*** +***4***0.6960784***0.4926140*** +***5***0.6250000***0.3484360*** +accuracy = 67.19 #leaves = 37.80 max depth = 9.80 + diff --git a/data/oc1output/cylinder-bands_17.txt b/data/oc1output/cylinder-bands_17.txt new file mode 100644 index 0000000..bf0491f --- /dev/null +++ b/data/oc1output/cylinder-bands_17.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/cylinder-bands.csv.dt. +Unpruned decision tree written to csv/cylinder-bands.csv.dt.unpruned. +fold 1: acc. = 62.75 #leaves = 20 max. depth = 9 +fold 2: acc. = 59.80 #leaves = 39 max. depth = 9 +fold 3: acc. = 66.67 #leaves = 39 max. depth = 12 +fold 4: acc. = 66.67 #leaves = 46 max. depth = 10 +fold 5: acc. = 71.15 #leaves = 32 max. depth = 10 +***1***0.6274510***0.5435010*** +***2***0.5980392***0.4748310*** +***3***0.6666666***0.4720270*** +***4***0.6666666***0.3197170*** +***5***0.7115385***0.4061660*** +accuracy = 65.43 #leaves = 35.20 max depth = 10.00 + diff --git a/data/oc1output/cylinder-bands_1714.txt b/data/oc1output/cylinder-bands_1714.txt new file mode 100644 index 0000000..e9c0f3a --- /dev/null +++ b/data/oc1output/cylinder-bands_1714.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Unpruned decision tree written to csv/cylinder-bands.csv.dt. +fold 1: acc. = 68.63 #leaves = 42 max. depth = 10 +fold 2: acc. = 70.59 #leaves = 39 max. depth = 11 +fold 3: acc. = 63.73 #leaves = 43 max. depth = 10 +fold 4: acc. = 60.78 #leaves = 41 max. depth = 12 +fold 5: acc. = 65.38 #leaves = 35 max. depth = 13 +***1***0.6862745***0.3465160*** +***2***0.7058823***0.6085460*** +***3***0.6372549***0.4689270*** +***4***0.6078432***0.4264940*** +***5***0.6538461***0.4602280*** +accuracy = 65.82 #leaves = 40.00 max depth = 11.20 + diff --git a/data/oc1output/cylinder-bands_23.txt b/data/oc1output/cylinder-bands_23.txt new file mode 100644 index 0000000..1c204d3 --- /dev/null +++ b/data/oc1output/cylinder-bands_23.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/cylinder-bands.csv.dt. +Unpruned decision tree written to csv/cylinder-bands.csv.dt.unpruned. +fold 1: acc. = 73.53 #leaves = 9 max. depth = 4 +fold 2: acc. = 60.78 #leaves = 47 max. depth = 12 +fold 3: acc. = 64.71 #leaves = 38 max. depth = 12 +fold 4: acc. = 65.69 #leaves = 42 max. depth = 12 +fold 5: acc. = 72.12 #leaves = 38 max. depth = 9 +***1***0.7352941***0.3410380*** +***2***0.6078432***0.5369640*** +***3***0.6470588***0.6049740*** +***4***0.6568627***0.6165340*** +***5***0.7211539***0.3427680*** +accuracy = 67.38 #leaves = 34.80 max depth = 9.80 + diff --git a/data/oc1output/cylinder-bands_31.txt b/data/oc1output/cylinder-bands_31.txt new file mode 100644 index 0000000..20fe541 --- /dev/null +++ b/data/oc1output/cylinder-bands_31.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Unpruned decision tree written to csv/cylinder-bands.csv.dt. +fold 1: acc. = 67.65 #leaves = 39 max. depth = 10 +fold 2: acc. = 65.69 #leaves = 38 max. depth = 13 +fold 3: acc. = 61.76 #leaves = 35 max. depth = 11 +fold 4: acc. = 62.75 #leaves = 38 max. depth = 10 +fold 5: acc. = 65.38 #leaves = 47 max. depth = 13 +***1***0.6764706***0.4922020*** +***2***0.6568627***0.3895570*** +***3***0.6176471***0.5273630*** +***4***0.6274510***0.3791480*** +***5***0.6538461***0.4042470*** +accuracy = 64.65 #leaves = 39.40 max depth = 11.40 + diff --git a/data/oc1output/cylinder-bands_57.txt b/data/oc1output/cylinder-bands_57.txt new file mode 100644 index 0000000..bc0ed1b --- /dev/null +++ b/data/oc1output/cylinder-bands_57.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/cylinder-bands.csv.dt. +Unpruned decision tree written to csv/cylinder-bands.csv.dt.unpruned. +fold 1: acc. = 63.73 #leaves = 5 max. depth = 3 +fold 2: acc. = 68.63 #leaves = 43 max. depth = 8 +fold 3: acc. = 70.59 #leaves = 41 max. depth = 10 +fold 4: acc. = 64.71 #leaves = 43 max. depth = 13 +fold 5: acc. = 62.50 #leaves = 40 max. depth = 11 +***1***0.6372549***0.4326890*** +***2***0.6862745***0.3571240*** +***3***0.7058823***0.4200440*** +***4***0.6470588***0.3467820*** +***5***0.6250000***0.4484770*** +accuracy = 66.02 #leaves = 34.40 max depth = 9.00 + diff --git a/data/oc1output/cylinder-bands_7.txt b/data/oc1output/cylinder-bands_7.txt new file mode 100644 index 0000000..2e178c0 --- /dev/null +++ b/data/oc1output/cylinder-bands_7.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/cylinder-bands.csv.dt. +Unpruned decision tree written to csv/cylinder-bands.csv.dt.unpruned. +fold 1: acc. = 67.65 #leaves = 2 max. depth = 1 +fold 2: acc. = 78.43 #leaves = 41 max. depth = 11 +fold 3: acc. = 69.61 #leaves = 42 max. depth = 12 +fold 4: acc. = 64.71 #leaves = 44 max. depth = 12 +fold 5: acc. = 65.38 #leaves = 42 max. depth = 11 +***1***0.6764706***0.4147230*** +***2***0.7843137***0.4228320*** +***3***0.6960784***0.4962530*** +***4***0.6470588***0.4723610*** +***5***0.6538461***0.5127190*** +accuracy = 69.14 #leaves = 34.20 max depth = 9.40 + diff --git a/data/oc1output/cylinder-bands_79.txt b/data/oc1output/cylinder-bands_79.txt new file mode 100644 index 0000000..eda10fe --- /dev/null +++ b/data/oc1output/cylinder-bands_79.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/cylinder-bands.csv.dt. +Unpruned decision tree written to csv/cylinder-bands.csv.dt.unpruned. +fold 1: acc. = 66.67 #leaves = 33 max. depth = 9 +fold 2: acc. = 61.76 #leaves = 44 max. depth = 10 +fold 3: acc. = 65.69 #leaves = 49 max. depth = 14 +fold 4: acc. = 69.61 #leaves = 39 max. depth = 11 +fold 5: acc. = 70.19 #leaves = 40 max. depth = 9 +***1***0.6666666***0.3681040*** +***2***0.6176471***0.4985750*** +***3***0.6568627***0.5175420*** +***4***0.6960784***0.4923400*** +***5***0.7019231***0.3728920*** +accuracy = 66.80 #leaves = 41.00 max depth = 10.60 + diff --git a/data/oc1output/cylinder-bands_83.txt b/data/oc1output/cylinder-bands_83.txt new file mode 100644 index 0000000..04ebf69 --- /dev/null +++ b/data/oc1output/cylinder-bands_83.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/cylinder-bands.csv.dt. +Unpruned decision tree written to csv/cylinder-bands.csv.dt.unpruned. +fold 1: acc. = 69.61 #leaves = 4 max. depth = 2 +fold 2: acc. = 72.55 #leaves = 43 max. depth = 12 +fold 3: acc. = 72.55 #leaves = 31 max. depth = 12 +fold 4: acc. = 67.65 #leaves = 39 max. depth = 11 +fold 5: acc. = 72.12 #leaves = 49 max. depth = 11 +***1***0.6960784***0.4146650*** +***2***0.7254902***0.5553680*** +***3***0.7254902***0.3742140*** +***4***0.6764706***0.5558100*** +***5***0.7211539***0.3946890*** +accuracy = 70.90 #leaves = 33.20 max depth = 9.60 + diff --git a/data/oc1output/cylinder-bands_97.txt b/data/oc1output/cylinder-bands_97.txt new file mode 100644 index 0000000..dcf90ed --- /dev/null +++ b/data/oc1output/cylinder-bands_97.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/cylinder-bands.csv.dt. +Unpruned decision tree written to csv/cylinder-bands.csv.dt.unpruned. +fold 1: acc. = 66.67 #leaves = 2 max. depth = 1 +fold 2: acc. = 64.71 #leaves = 36 max. depth = 10 +fold 3: acc. = 71.57 #leaves = 37 max. depth = 11 +fold 4: acc. = 62.75 #leaves = 39 max. depth = 11 +fold 5: acc. = 73.08 #leaves = 38 max. depth = 10 +***1***0.6666666***0.4473970*** +***2***0.6470588***0.4683450*** +***3***0.7156863***0.5248540*** +***4***0.6274510***0.5653450*** +***5***0.7307692***0.5482540*** +accuracy = 67.77 #leaves = 30.40 max depth = 8.60 + diff --git a/data/oc1output/dermatology.txt b/data/oc1output/dermatology.txt deleted file mode 100755 index 522bf67..0000000 --- a/data/oc1output/dermatology.txt +++ /dev/null @@ -1,17 +0,0 @@ -Remapping class numbers: - 0 To 2 - 2 To 3 - 3 To 5 - 5 To 6 -Unpruned decision tree written to csv/dermatology.csv.dt. -fold 1: acc. = 98.63 #leaves = 6 max. depth = 3 -fold 2: acc. = 97.26 #leaves = 6 max. depth = 3 -fold 3: acc. = 93.15 #leaves = 6 max. depth = 3 -fold 4: acc. = 93.15 #leaves = 9 max. depth = 6 -fold 5: acc. = 97.30 #leaves = 8 max. depth = 5 -***1***0.9863014***0.1015020*** -***2***0.9726028***0.1200320*** -***3***0.9315069***0.0961930*** -***4***0.9315069***0.1312740*** -***5***0.9729729***0.0975200*** -accuracy = 95.90 #leaves = 7.00 max depth = 4.00 diff --git a/data/oc1output/dermatology_1.txt b/data/oc1output/dermatology_1.txt new file mode 100644 index 0000000..2cf5377 --- /dev/null +++ b/data/oc1output/dermatology_1.txt @@ -0,0 +1,19 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 + 3 To 5 + 5 To 6 +Pruned decision tree written to csv/dermatology.csv.dt. +Unpruned decision tree written to csv/dermatology.csv.dt.unpruned. +fold 1: acc. = 91.78 #leaves = 5 max. depth = 3 +fold 2: acc. = 98.63 #leaves = 7 max. depth = 4 +fold 3: acc. = 89.04 #leaves = 8 max. depth = 5 +fold 4: acc. = 90.41 #leaves = 6 max. depth = 3 +fold 5: acc. = 91.89 #leaves = 6 max. depth = 3 +***1***0.9178082***0.1032110*** +***2***0.9863014***0.0884660*** +***3***0.8904110***0.1028810*** +***4***0.9041096***0.0928610*** +***5***0.9189189***0.0876390*** +accuracy = 92.35 #leaves = 6.40 max depth = 3.60 + diff --git a/data/oc1output/dermatology_17.txt b/data/oc1output/dermatology_17.txt new file mode 100644 index 0000000..4838675 --- /dev/null +++ b/data/oc1output/dermatology_17.txt @@ -0,0 +1,19 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 + 3 To 5 + 5 To 6 +Pruned decision tree written to csv/dermatology.csv.dt. +Unpruned decision tree written to csv/dermatology.csv.dt.unpruned. +fold 1: acc. = 89.04 #leaves = 5 max. depth = 3 +fold 2: acc. = 89.04 #leaves = 6 max. depth = 3 +fold 3: acc. = 93.15 #leaves = 6 max. depth = 3 +fold 4: acc. = 94.52 #leaves = 6 max. depth = 3 +fold 5: acc. = 93.24 #leaves = 9 max. depth = 6 +***1***0.8904110***0.1083050*** +***2***0.8904110***0.1176500*** +***3***0.9315069***0.1067190*** +***4***0.9452055***0.1221700*** +***5***0.9324324***0.1278210*** +accuracy = 91.80 #leaves = 6.40 max depth = 3.60 + diff --git a/data/oc1output/dermatology_1714.txt b/data/oc1output/dermatology_1714.txt new file mode 100644 index 0000000..3e774bf --- /dev/null +++ b/data/oc1output/dermatology_1714.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 + 3 To 5 + 5 To 6 +Unpruned decision tree written to csv/dermatology.csv.dt. +fold 1: acc. = 95.89 #leaves = 6 max. depth = 3 +fold 2: acc. = 94.52 #leaves = 7 max. depth = 4 +fold 3: acc. = 79.45 #leaves = 9 max. depth = 5 +fold 4: acc. = 93.15 #leaves = 7 max. depth = 4 +fold 5: acc. = 98.65 #leaves = 8 max. depth = 5 +***1***0.9589041***0.0905520*** +***2***0.9452055***0.0868180*** +***3***0.7945206***0.1275210*** +***4***0.9315069***0.0880330*** +***5***0.9864865***0.1300920*** +accuracy = 92.35 #leaves = 7.40 max depth = 4.20 + diff --git a/data/oc1output/dermatology_23.txt b/data/oc1output/dermatology_23.txt new file mode 100644 index 0000000..078a2a7 --- /dev/null +++ b/data/oc1output/dermatology_23.txt @@ -0,0 +1,19 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 + 3 To 5 + 5 To 6 +Pruned decision tree written to csv/dermatology.csv.dt. +Unpruned decision tree written to csv/dermatology.csv.dt.unpruned. +fold 1: acc. = 90.41 #leaves = 5 max. depth = 3 +fold 2: acc. = 94.52 #leaves = 6 max. depth = 3 +fold 3: acc. = 95.89 #leaves = 6 max. depth = 3 +fold 4: acc. = 87.67 #leaves = 7 max. depth = 3 +fold 5: acc. = 86.49 #leaves = 9 max. depth = 6 +***1***0.9041096***0.1047070*** +***2***0.9452055***0.1163290*** +***3***0.9589041***0.1133260*** +***4***0.8767123***0.1117420*** +***5***0.8648649***0.0863040*** +accuracy = 90.98 #leaves = 6.60 max depth = 3.60 + diff --git a/data/oc1output/dermatology_31.txt b/data/oc1output/dermatology_31.txt new file mode 100644 index 0000000..888e6a2 --- /dev/null +++ b/data/oc1output/dermatology_31.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 + 3 To 5 + 5 To 6 +Unpruned decision tree written to csv/dermatology.csv.dt. +fold 1: acc. = 93.15 #leaves = 6 max. depth = 3 +fold 2: acc. = 94.52 #leaves = 8 max. depth = 5 +fold 3: acc. = 91.78 #leaves = 6 max. depth = 3 +fold 4: acc. = 89.04 #leaves = 6 max. depth = 3 +fold 5: acc. = 91.89 #leaves = 6 max. depth = 3 +***1***0.9315069***0.1168480*** +***2***0.9452055***0.1244290*** +***3***0.9178082***0.0876440*** +***4***0.8904110***0.1312470*** +***5***0.9189189***0.1011480*** +accuracy = 92.08 #leaves = 6.40 max depth = 3.40 + diff --git a/data/oc1output/dermatology_57.txt b/data/oc1output/dermatology_57.txt new file mode 100644 index 0000000..988eb3f --- /dev/null +++ b/data/oc1output/dermatology_57.txt @@ -0,0 +1,19 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 + 3 To 5 + 5 To 6 +Pruned decision tree written to csv/dermatology.csv.dt. +Unpruned decision tree written to csv/dermatology.csv.dt.unpruned. +fold 1: acc. = 86.30 #leaves = 5 max. depth = 3 +fold 2: acc. = 98.63 #leaves = 6 max. depth = 3 +fold 3: acc. = 89.04 #leaves = 8 max. depth = 5 +fold 4: acc. = 94.52 #leaves = 6 max. depth = 3 +fold 5: acc. = 94.59 #leaves = 6 max. depth = 3 +***1***0.8630137***0.0888780*** +***2***0.9863014***0.1188540*** +***3***0.8904110***0.0987650*** +***4***0.9452055***0.0891550*** +***5***0.9459460***0.1201660*** +accuracy = 92.62 #leaves = 6.20 max depth = 3.40 + diff --git a/data/oc1output/dermatology_7.txt b/data/oc1output/dermatology_7.txt new file mode 100644 index 0000000..1e005bb --- /dev/null +++ b/data/oc1output/dermatology_7.txt @@ -0,0 +1,19 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 + 3 To 5 + 5 To 6 +Pruned decision tree written to csv/dermatology.csv.dt. +Unpruned decision tree written to csv/dermatology.csv.dt.unpruned. +fold 1: acc. = 82.19 #leaves = 6 max. depth = 3 +fold 2: acc. = 89.04 #leaves = 8 max. depth = 5 +fold 3: acc. = 93.15 #leaves = 8 max. depth = 5 +fold 4: acc. = 97.26 #leaves = 6 max. depth = 3 +fold 5: acc. = 90.54 #leaves = 6 max. depth = 3 +***1***0.8219178***0.1270520*** +***2***0.8904110***0.1269270*** +***3***0.9315069***0.1268360*** +***4***0.9726028***0.1104160*** +***5***0.9054054***0.1299320*** +accuracy = 90.44 #leaves = 6.80 max depth = 3.80 + diff --git a/data/oc1output/dermatology_79.txt b/data/oc1output/dermatology_79.txt new file mode 100644 index 0000000..5a7e37d --- /dev/null +++ b/data/oc1output/dermatology_79.txt @@ -0,0 +1,19 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 + 3 To 5 + 5 To 6 +Pruned decision tree written to csv/dermatology.csv.dt. +Unpruned decision tree written to csv/dermatology.csv.dt.unpruned. +fold 1: acc. = 89.04 #leaves = 6 max. depth = 3 +fold 2: acc. = 91.78 #leaves = 6 max. depth = 3 +fold 3: acc. = 94.52 #leaves = 11 max. depth = 7 +fold 4: acc. = 93.15 #leaves = 9 max. depth = 5 +fold 5: acc. = 90.54 #leaves = 6 max. depth = 3 +***1***0.8904110***0.1180040*** +***2***0.9178082***0.0908050*** +***3***0.9452055***0.1083890*** +***4***0.9315069***0.1003540*** +***5***0.9054054***0.1102280*** +accuracy = 91.80 #leaves = 7.60 max depth = 4.20 + diff --git a/data/oc1output/dermatology_83.txt b/data/oc1output/dermatology_83.txt new file mode 100644 index 0000000..47d6eff --- /dev/null +++ b/data/oc1output/dermatology_83.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 + 3 To 5 + 5 To 6 +Unpruned decision tree written to csv/dermatology.csv.dt. +fold 1: acc. = 93.15 #leaves = 6 max. depth = 3 +fold 2: acc. = 95.89 #leaves = 8 max. depth = 5 +fold 3: acc. = 79.45 #leaves = 7 max. depth = 4 +fold 4: acc. = 94.52 #leaves = 6 max. depth = 3 +fold 5: acc. = 95.95 #leaves = 6 max. depth = 3 +***1***0.9315069***0.1137240*** +***2***0.9589041***0.1022620*** +***3***0.7945206***0.0852790*** +***4***0.9452055***0.1190260*** +***5***0.9594595***0.1217580*** +accuracy = 91.80 #leaves = 6.60 max depth = 3.60 + diff --git a/data/oc1output/dermatology_97.txt b/data/oc1output/dermatology_97.txt new file mode 100644 index 0000000..82b97ac --- /dev/null +++ b/data/oc1output/dermatology_97.txt @@ -0,0 +1,19 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 + 3 To 5 + 5 To 6 +Pruned decision tree written to csv/dermatology.csv.dt. +Unpruned decision tree written to csv/dermatology.csv.dt.unpruned. +fold 1: acc. = 87.67 #leaves = 5 max. depth = 3 +fold 2: acc. = 84.93 #leaves = 6 max. depth = 3 +fold 3: acc. = 89.04 #leaves = 7 max. depth = 4 +fold 4: acc. = 93.15 #leaves = 10 max. depth = 6 +fold 5: acc. = 94.59 #leaves = 7 max. depth = 4 +***1***0.8767123***0.0965630*** +***2***0.8493150***0.1067020*** +***3***0.8904110***0.1325080*** +***4***0.9315069***0.0858140*** +***5***0.9459460***0.1253750*** +accuracy = 89.89 #leaves = 7.00 max depth = 4.00 + diff --git a/data/oc1output/echocardiogram.txt b/data/oc1output/echocardiogram.txt deleted file mode 100755 index 52b54b4..0000000 --- a/data/oc1output/echocardiogram.txt +++ /dev/null @@ -1,16 +0,0 @@ -Remapping class numbers: - 0 To 1 - 1 To 2 -Pruned decision tree written to csv/echocardiogram.csv.dt. -Unpruned decision tree written to csv/echocardiogram.csv.dt.unpruned. -fold 1: acc. = 84.62 #leaves = 2 max. depth = 1 -fold 2: acc. = 65.38 #leaves = 10 max. depth = 5 -fold 3: acc. = 73.08 #leaves = 8 max. depth = 4 -fold 4: acc. = 61.54 #leaves = 12 max. depth = 7 -fold 5: acc. = 66.67 #leaves = 10 max. depth = 5 -***1***0.8461539***0.0227810*** -***2***0.6538461***0.0204750*** -***3***0.7307692***0.0183540*** -***4***0.6153846***0.0217250*** -***5***0.6666666***0.0278930*** -accuracy = 70.23 #leaves = 8.40 max depth = 4.40 diff --git a/data/oc1output/echocardiogram_1.txt b/data/oc1output/echocardiogram_1.txt new file mode 100644 index 0000000..6f9df5a --- /dev/null +++ b/data/oc1output/echocardiogram_1.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/echocardiogram.csv.dt. +Unpruned decision tree written to csv/echocardiogram.csv.dt.unpruned. +fold 1: acc. = 88.46 #leaves = 2 max. depth = 1 +fold 2: acc. = 80.77 #leaves = 12 max. depth = 7 +fold 3: acc. = 73.08 #leaves = 11 max. depth = 6 +fold 4: acc. = 73.08 #leaves = 10 max. depth = 7 +fold 5: acc. = 74.07 #leaves = 8 max. depth = 5 +***1***0.8846154***0.0247630*** +***2***0.8076923***0.0275610*** +***3***0.7307692***0.0276030*** +***4***0.7307692***0.0244360*** +***5***0.7407407***0.0183860*** +accuracy = 77.86 #leaves = 8.60 max depth = 5.20 + diff --git a/data/oc1output/echocardiogram_17.txt b/data/oc1output/echocardiogram_17.txt new file mode 100644 index 0000000..9e2f61b --- /dev/null +++ b/data/oc1output/echocardiogram_17.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/echocardiogram.csv.dt. +Unpruned decision tree written to csv/echocardiogram.csv.dt.unpruned. +fold 1: acc. = 84.62 #leaves = 2 max. depth = 1 +fold 2: acc. = 80.77 #leaves = 7 max. depth = 6 +fold 3: acc. = 65.38 #leaves = 7 max. depth = 5 +fold 4: acc. = 69.23 #leaves = 9 max. depth = 5 +fold 5: acc. = 77.78 #leaves = 9 max. depth = 5 +***1***0.8461539***0.0237570*** +***2***0.8076923***0.0201490*** +***3***0.6538461***0.0220140*** +***4***0.6923077***0.0235260*** +***5***0.7777778***0.0270100*** +accuracy = 75.57 #leaves = 6.80 max depth = 4.40 + diff --git a/data/oc1output/echocardiogram_1714.txt b/data/oc1output/echocardiogram_1714.txt new file mode 100644 index 0000000..49aa0fc --- /dev/null +++ b/data/oc1output/echocardiogram_1714.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/echocardiogram.csv.dt. +Unpruned decision tree written to csv/echocardiogram.csv.dt.unpruned. +fold 1: acc. = 84.62 #leaves = 4 max. depth = 3 +fold 2: acc. = 80.77 #leaves = 10 max. depth = 5 +fold 3: acc. = 80.77 #leaves = 12 max. depth = 5 +fold 4: acc. = 65.38 #leaves = 10 max. depth = 5 +fold 5: acc. = 81.48 #leaves = 10 max. depth = 5 +***1***0.8461539***0.0253800*** +***2***0.8076923***0.0225800*** +***3***0.8076923***0.0264970*** +***4***0.6538461***0.0255140*** +***5***0.8148148***0.0238500*** +accuracy = 78.63 #leaves = 9.20 max depth = 4.60 + diff --git a/data/oc1output/echocardiogram_23.txt b/data/oc1output/echocardiogram_23.txt new file mode 100644 index 0000000..7c712b2 --- /dev/null +++ b/data/oc1output/echocardiogram_23.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/echocardiogram.csv.dt. +Unpruned decision tree written to csv/echocardiogram.csv.dt.unpruned. +fold 1: acc. = 84.62 #leaves = 2 max. depth = 1 +fold 2: acc. = 84.62 #leaves = 9 max. depth = 5 +fold 3: acc. = 73.08 #leaves = 11 max. depth = 6 +fold 4: acc. = 73.08 #leaves = 8 max. depth = 5 +fold 5: acc. = 66.67 #leaves = 7 max. depth = 5 +***1***0.8461539***0.0294570*** +***2***0.8461539***0.0250110*** +***3***0.7307692***0.0327620*** +***4***0.7307692***0.0267610*** +***5***0.6666666***0.0170700*** +accuracy = 76.34 #leaves = 7.40 max depth = 4.40 + diff --git a/data/oc1output/echocardiogram_31.txt b/data/oc1output/echocardiogram_31.txt new file mode 100644 index 0000000..65f16a0 --- /dev/null +++ b/data/oc1output/echocardiogram_31.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/echocardiogram.csv.dt. +Unpruned decision tree written to csv/echocardiogram.csv.dt.unpruned. +fold 1: acc. = 65.38 #leaves = 5 max. depth = 4 +fold 2: acc. = 88.46 #leaves = 10 max. depth = 5 +fold 3: acc. = 53.85 #leaves = 7 max. depth = 4 +fold 4: acc. = 73.08 #leaves = 11 max. depth = 6 +fold 5: acc. = 66.67 #leaves = 8 max. depth = 4 +***1***0.6538461***0.0238920*** +***2***0.8846154***0.0253850*** +***3***0.5384615***0.0208080*** +***4***0.7307692***0.0296740*** +***5***0.6666666***0.0175530*** +accuracy = 69.47 #leaves = 8.20 max depth = 4.60 + diff --git a/data/oc1output/echocardiogram_57.txt b/data/oc1output/echocardiogram_57.txt new file mode 100644 index 0000000..a9862d5 --- /dev/null +++ b/data/oc1output/echocardiogram_57.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/echocardiogram.csv.dt. +Unpruned decision tree written to csv/echocardiogram.csv.dt.unpruned. +fold 1: acc. = 88.46 #leaves = 2 max. depth = 1 +fold 2: acc. = 65.38 #leaves = 11 max. depth = 5 +fold 3: acc. = 65.38 #leaves = 6 max. depth = 5 +fold 4: acc. = 80.77 #leaves = 13 max. depth = 7 +fold 5: acc. = 62.96 #leaves = 7 max. depth = 6 +***1***0.8846154***0.0191920*** +***2***0.6538461***0.0246740*** +***3***0.6538461***0.0248140*** +***4***0.8076923***0.0227090*** +***5***0.6296296***0.0188180*** +accuracy = 72.52 #leaves = 7.80 max depth = 4.80 + diff --git a/data/oc1output/echocardiogram_7.txt b/data/oc1output/echocardiogram_7.txt new file mode 100644 index 0000000..90d2c0d --- /dev/null +++ b/data/oc1output/echocardiogram_7.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/echocardiogram.csv.dt. +Unpruned decision tree written to csv/echocardiogram.csv.dt.unpruned. +fold 1: acc. = 84.62 #leaves = 2 max. depth = 1 +fold 2: acc. = 69.23 #leaves = 7 max. depth = 5 +fold 3: acc. = 80.77 #leaves = 10 max. depth = 6 +fold 4: acc. = 80.77 #leaves = 11 max. depth = 6 +fold 5: acc. = 51.85 #leaves = 10 max. depth = 6 +***1***0.8461539***0.0482920*** +***2***0.6923077***0.0212550*** +***3***0.8076923***0.0194930*** +***4***0.8076923***0.0232840*** +***5***0.5185185***0.0271710*** +accuracy = 73.28 #leaves = 8.00 max depth = 4.80 + diff --git a/data/oc1output/echocardiogram_79.txt b/data/oc1output/echocardiogram_79.txt new file mode 100644 index 0000000..27faebc --- /dev/null +++ b/data/oc1output/echocardiogram_79.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/echocardiogram.csv.dt. +Unpruned decision tree written to csv/echocardiogram.csv.dt.unpruned. +fold 1: acc. = 73.08 #leaves = 2 max. depth = 1 +fold 2: acc. = 73.08 #leaves = 9 max. depth = 5 +fold 3: acc. = 69.23 #leaves = 12 max. depth = 7 +fold 4: acc. = 73.08 #leaves = 11 max. depth = 7 +fold 5: acc. = 81.48 #leaves = 9 max. depth = 6 +***1***0.7307692***0.0204100*** +***2***0.7307692***0.0233350*** +***3***0.6923077***0.0217510*** +***4***0.7307692***0.0218320*** +***5***0.8148148***0.0221270*** +accuracy = 74.05 #leaves = 8.60 max depth = 5.20 + diff --git a/data/oc1output/echocardiogram_83.txt b/data/oc1output/echocardiogram_83.txt new file mode 100644 index 0000000..1f0cd00 --- /dev/null +++ b/data/oc1output/echocardiogram_83.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/echocardiogram.csv.dt. +Unpruned decision tree written to csv/echocardiogram.csv.dt.unpruned. +fold 1: acc. = 69.23 #leaves = 2 max. depth = 1 +fold 2: acc. = 80.77 #leaves = 10 max. depth = 6 +fold 3: acc. = 76.92 #leaves = 10 max. depth = 6 +fold 4: acc. = 65.38 #leaves = 7 max. depth = 5 +fold 5: acc. = 81.48 #leaves = 11 max. depth = 6 +***1***0.6923077***0.0196560*** +***2***0.8076923***0.0291190*** +***3***0.7692308***0.0218270*** +***4***0.6538461***0.0267360*** +***5***0.8148148***0.0226680*** +accuracy = 74.81 #leaves = 8.00 max depth = 4.80 + diff --git a/data/oc1output/echocardiogram_97.txt b/data/oc1output/echocardiogram_97.txt new file mode 100644 index 0000000..fa4fe5c --- /dev/null +++ b/data/oc1output/echocardiogram_97.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/echocardiogram.csv.dt. +Unpruned decision tree written to csv/echocardiogram.csv.dt.unpruned. +fold 1: acc. = 84.62 #leaves = 9 max. depth = 6 +fold 2: acc. = 76.92 #leaves = 11 max. depth = 6 +fold 3: acc. = 61.54 #leaves = 9 max. depth = 6 +fold 4: acc. = 76.92 #leaves = 12 max. depth = 6 +fold 5: acc. = 77.78 #leaves = 10 max. depth = 5 +***1***0.8461539***0.0264660*** +***2***0.7692308***0.0262340*** +***3***0.6153846***0.0325360*** +***4***0.7692308***0.0227520*** +***5***0.7777778***0.0222030*** +accuracy = 75.57 #leaves = 10.20 max depth = 5.80 + diff --git a/data/oc1output/fertility.txt b/data/oc1output/fertility.txt deleted file mode 100755 index 0ceaba4..0000000 --- a/data/oc1output/fertility.txt +++ /dev/null @@ -1,16 +0,0 @@ -Remapping class numbers: - 0 To 1 - 1 To 2 -Pruned decision tree written to csv/fertility.csv.dt. -Unpruned decision tree written to csv/fertility.csv.dt.unpruned. -fold 1: acc. = 95.00 #leaves = 2 max. depth = 1 -fold 2: acc. = 70.00 #leaves = 8 max. depth = 4 -fold 3: acc. = 75.00 #leaves = 5 max. depth = 3 -fold 4: acc. = 80.00 #leaves = 9 max. depth = 5 -fold 5: acc. = 75.00 #leaves = 7 max. depth = 4 -***1***0.9500000***0.0117460*** -***2***0.7000000***0.0066790*** -***3***0.7500000***0.0145600*** -***4***0.8000000***0.0102730*** -***5***0.7500000***0.0089740*** -accuracy = 79.00 #leaves = 6.20 max depth = 3.40 diff --git a/data/oc1output/fertility_1.txt b/data/oc1output/fertility_1.txt new file mode 100644 index 0000000..798e6eb --- /dev/null +++ b/data/oc1output/fertility_1.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/fertility.csv.dt. +Unpruned decision tree written to csv/fertility.csv.dt.unpruned. +fold 1: acc. = 85.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 80.00 #leaves = 8 max. depth = 5 +fold 3: acc. = 65.00 #leaves = 8 max. depth = 4 +fold 4: acc. = 70.00 #leaves = 9 max. depth = 7 +fold 5: acc. = 85.00 #leaves = 7 max. depth = 5 +***1***0.8500000***0.0170170*** +***2***0.8000000***0.0121890*** +***3***0.6500000***0.0106820*** +***4***0.7000000***0.0166210*** +***5***0.8500000***0.0244210*** +accuracy = 77.00 #leaves = 6.80 max depth = 4.40 + diff --git a/data/oc1output/fertility_17.txt b/data/oc1output/fertility_17.txt new file mode 100644 index 0000000..7de5978 --- /dev/null +++ b/data/oc1output/fertility_17.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/fertility.csv.dt. +Unpruned decision tree written to csv/fertility.csv.dt.unpruned. +fold 1: acc. = 80.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 85.00 #leaves = 6 max. depth = 4 +fold 3: acc. = 80.00 #leaves = 6 max. depth = 3 +fold 4: acc. = 95.00 #leaves = 10 max. depth = 5 +fold 5: acc. = 80.00 #leaves = 7 max. depth = 5 +***1***0.8000000***0.0138920*** +***2***0.8500000***0.0174500*** +***3***0.8000000***0.0165470*** +***4***0.9500000***0.0121390*** +***5***0.8000000***0.0089300*** +accuracy = 84.00 #leaves = 6.20 max depth = 3.60 + diff --git a/data/oc1output/fertility_1714.txt b/data/oc1output/fertility_1714.txt new file mode 100644 index 0000000..36d6bea --- /dev/null +++ b/data/oc1output/fertility_1714.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/fertility.csv.dt. +Unpruned decision tree written to csv/fertility.csv.dt.unpruned. +fold 1: acc. = 85.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 80.00 #leaves = 10 max. depth = 5 +fold 3: acc. = 75.00 #leaves = 6 max. depth = 3 +fold 4: acc. = 70.00 #leaves = 7 max. depth = 5 +fold 5: acc. = 85.00 #leaves = 11 max. depth = 6 +***1***0.8500000***0.0221900*** +***2***0.8000000***0.0166740*** +***3***0.7500000***0.0141440*** +***4***0.7000000***0.0165560*** +***5***0.8500000***0.0125170*** +accuracy = 79.00 #leaves = 7.20 max depth = 4.00 + diff --git a/data/oc1output/fertility_23.txt b/data/oc1output/fertility_23.txt new file mode 100644 index 0000000..50f0f24 --- /dev/null +++ b/data/oc1output/fertility_23.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/fertility.csv.dt. +Unpruned decision tree written to csv/fertility.csv.dt.unpruned. +fold 1: acc. = 90.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 75.00 #leaves = 5 max. depth = 4 +fold 3: acc. = 85.00 #leaves = 6 max. depth = 3 +fold 4: acc. = 80.00 #leaves = 8 max. depth = 4 +fold 5: acc. = 85.00 #leaves = 8 max. depth = 4 +***1***0.9000000***0.0122120*** +***2***0.7500000***0.0134590*** +***3***0.8500000***0.0121210*** +***4***0.8000000***0.0192150*** +***5***0.8500000***0.0172320*** +accuracy = 83.00 #leaves = 5.80 max depth = 3.20 + diff --git a/data/oc1output/fertility_31.txt b/data/oc1output/fertility_31.txt new file mode 100644 index 0000000..0141744 --- /dev/null +++ b/data/oc1output/fertility_31.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/fertility.csv.dt. +Unpruned decision tree written to csv/fertility.csv.dt.unpruned. +fold 1: acc. = 95.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 75.00 #leaves = 7 max. depth = 3 +fold 3: acc. = 75.00 #leaves = 10 max. depth = 6 +fold 4: acc. = 75.00 #leaves = 5 max. depth = 3 +fold 5: acc. = 75.00 #leaves = 9 max. depth = 4 +***1***0.9500000***0.0185340*** +***2***0.7500000***0.0113670*** +***3***0.7500000***0.0193810*** +***4***0.7500000***0.0074300*** +***5***0.7500000***0.0155670*** +accuracy = 79.00 #leaves = 6.60 max depth = 3.40 + diff --git a/data/oc1output/fertility_57.txt b/data/oc1output/fertility_57.txt new file mode 100644 index 0000000..8544e66 --- /dev/null +++ b/data/oc1output/fertility_57.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/fertility.csv.dt. +Unpruned decision tree written to csv/fertility.csv.dt.unpruned. +fold 1: acc. = 90.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 65.00 #leaves = 7 max. depth = 4 +fold 3: acc. = 65.00 #leaves = 8 max. depth = 5 +fold 4: acc. = 80.00 #leaves = 14 max. depth = 6 +fold 5: acc. = 70.00 #leaves = 7 max. depth = 3 +***1***0.9000000***0.0124210*** +***2***0.6500000***0.0201430*** +***3***0.6500000***0.0263700*** +***4***0.8000000***0.0232090*** +***5***0.7000000***0.0174850*** +accuracy = 74.00 #leaves = 7.60 max depth = 3.80 + diff --git a/data/oc1output/fertility_7.txt b/data/oc1output/fertility_7.txt new file mode 100644 index 0000000..abce09e --- /dev/null +++ b/data/oc1output/fertility_7.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/fertility.csv.dt. +Unpruned decision tree written to csv/fertility.csv.dt.unpruned. +fold 1: acc. = 80.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 80.00 #leaves = 8 max. depth = 5 +fold 3: acc. = 85.00 #leaves = 8 max. depth = 6 +fold 4: acc. = 70.00 #leaves = 5 max. depth = 3 +fold 5: acc. = 75.00 #leaves = 10 max. depth = 5 +***1***0.8000000***0.0235600*** +***2***0.8000000***0.0258450*** +***3***0.8500000***0.0240990*** +***4***0.7000000***0.0129890*** +***5***0.7500000***0.0246270*** +accuracy = 78.00 #leaves = 6.60 max depth = 4.00 + diff --git a/data/oc1output/fertility_79.txt b/data/oc1output/fertility_79.txt new file mode 100644 index 0000000..b035a26 --- /dev/null +++ b/data/oc1output/fertility_79.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/fertility.csv.dt. +Unpruned decision tree written to csv/fertility.csv.dt.unpruned. +fold 1: acc. = 75.00 #leaves = 3 max. depth = 2 +fold 2: acc. = 90.00 #leaves = 7 max. depth = 4 +fold 3: acc. = 80.00 #leaves = 5 max. depth = 3 +fold 4: acc. = 95.00 #leaves = 11 max. depth = 6 +fold 5: acc. = 70.00 #leaves = 7 max. depth = 5 +***1***0.7500000***0.0159450*** +***2***0.9000000***0.0162920*** +***3***0.8000000***0.0121850*** +***4***0.9500000***0.0122430*** +***5***0.7000000***0.0176460*** +accuracy = 82.00 #leaves = 6.60 max depth = 4.00 + diff --git a/data/oc1output/fertility_83.txt b/data/oc1output/fertility_83.txt new file mode 100644 index 0000000..889bd17 --- /dev/null +++ b/data/oc1output/fertility_83.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/fertility.csv.dt. +Unpruned decision tree written to csv/fertility.csv.dt.unpruned. +fold 1: acc. = 70.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 65.00 #leaves = 10 max. depth = 4 +fold 3: acc. = 80.00 #leaves = 8 max. depth = 5 +fold 4: acc. = 85.00 #leaves = 10 max. depth = 6 +fold 5: acc. = 80.00 #leaves = 9 max. depth = 6 +***1***0.7000000***0.0170570*** +***2***0.6500000***0.0156630*** +***3***0.8000000***0.0117630*** +***4***0.8500000***0.0200040*** +***5***0.8000000***0.0100970*** +accuracy = 76.00 #leaves = 7.80 max depth = 4.40 + diff --git a/data/oc1output/fertility_97.txt b/data/oc1output/fertility_97.txt new file mode 100644 index 0000000..c9d3379 --- /dev/null +++ b/data/oc1output/fertility_97.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/fertility.csv.dt. +Unpruned decision tree written to csv/fertility.csv.dt.unpruned. +fold 1: acc. = 75.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 90.00 #leaves = 8 max. depth = 4 +fold 3: acc. = 90.00 #leaves = 10 max. depth = 5 +fold 4: acc. = 75.00 #leaves = 10 max. depth = 5 +fold 5: acc. = 75.00 #leaves = 9 max. depth = 5 +***1***0.7500000***0.0131480*** +***2***0.9000000***0.0171120*** +***3***0.9000000***0.0182860*** +***4***0.7500000***0.0202040*** +***5***0.7500000***0.0125030*** +accuracy = 81.00 #leaves = 7.80 max depth = 4.00 + diff --git a/data/oc1output/haberman-survival.txt b/data/oc1output/haberman-survival.txt deleted file mode 100755 index 888cb1d..0000000 --- a/data/oc1output/haberman-survival.txt +++ /dev/null @@ -1,16 +0,0 @@ -Remapping class numbers: - 0 To 1 - 1 To 2 -Pruned decision tree written to csv/haberman-survival.csv.dt. -Unpruned decision tree written to csv/haberman-survival.csv.dt.unpruned. -fold 1: acc. = 73.77 #leaves = 2 max. depth = 1 -fold 2: acc. = 60.66 #leaves = 41 max. depth = 13 -fold 3: acc. = 70.49 #leaves = 39 max. depth = 11 -fold 4: acc. = 73.77 #leaves = 39 max. depth = 10 -fold 5: acc. = 61.29 #leaves = 41 max. depth = 9 -***1***0.7377049***0.0627080*** -***2***0.6065574***0.0593930*** -***3***0.7049181***0.0723190*** -***4***0.7377049***0.0566310*** -***5***0.6129032***0.0615990*** -accuracy = 67.97 #leaves = 32.40 max depth = 8.80 diff --git a/data/oc1output/haberman-survival_1.txt b/data/oc1output/haberman-survival_1.txt new file mode 100644 index 0000000..f392528 --- /dev/null +++ b/data/oc1output/haberman-survival_1.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/haberman-survival.csv.dt. +Unpruned decision tree written to csv/haberman-survival.csv.dt.unpruned. +fold 1: acc. = 70.49 #leaves = 2 max. depth = 1 +fold 2: acc. = 60.66 #leaves = 35 max. depth = 11 +fold 3: acc. = 73.77 #leaves = 28 max. depth = 10 +fold 4: acc. = 63.93 #leaves = 29 max. depth = 10 +fold 5: acc. = 66.13 #leaves = 38 max. depth = 9 +***1***0.7049181***0.0734060*** +***2***0.6065574***0.0714750*** +***3***0.7377049***0.0561900*** +***4***0.6393443***0.0601780*** +***5***0.6612903***0.0496550*** +accuracy = 66.99 #leaves = 26.40 max depth = 8.20 + diff --git a/data/oc1output/haberman-survival_17.txt b/data/oc1output/haberman-survival_17.txt new file mode 100644 index 0000000..64ac668 --- /dev/null +++ b/data/oc1output/haberman-survival_17.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/haberman-survival.csv.dt. +Unpruned decision tree written to csv/haberman-survival.csv.dt.unpruned. +fold 1: acc. = 72.13 #leaves = 3 max. depth = 2 +fold 2: acc. = 63.93 #leaves = 38 max. depth = 11 +fold 3: acc. = 60.66 #leaves = 34 max. depth = 12 +fold 4: acc. = 65.57 #leaves = 39 max. depth = 12 +fold 5: acc. = 74.19 #leaves = 35 max. depth = 11 +***1***0.7213115***0.0637410*** +***2***0.6393443***0.0634000*** +***3***0.6065574***0.0616260*** +***4***0.6557377***0.0669320*** +***5***0.7419355***0.0626720*** +accuracy = 67.32 #leaves = 29.80 max depth = 9.60 + diff --git a/data/oc1output/haberman-survival_1714.txt b/data/oc1output/haberman-survival_1714.txt new file mode 100644 index 0000000..b9665f9 --- /dev/null +++ b/data/oc1output/haberman-survival_1714.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/haberman-survival.csv.dt. +Unpruned decision tree written to csv/haberman-survival.csv.dt.unpruned. +fold 1: acc. = 63.93 #leaves = 2 max. depth = 1 +fold 2: acc. = 63.93 #leaves = 36 max. depth = 9 +fold 3: acc. = 62.30 #leaves = 39 max. depth = 11 +fold 4: acc. = 60.66 #leaves = 39 max. depth = 11 +fold 5: acc. = 67.74 #leaves = 44 max. depth = 11 +***1***0.6393443***0.0604160*** +***2***0.6393443***0.0486370*** +***3***0.6229508***0.0478340*** +***4***0.6065574***0.0654190*** +***5***0.6774194***0.0706520*** +accuracy = 63.73 #leaves = 32.00 max depth = 8.60 + diff --git a/data/oc1output/haberman-survival_23.txt b/data/oc1output/haberman-survival_23.txt new file mode 100644 index 0000000..ff3316f --- /dev/null +++ b/data/oc1output/haberman-survival_23.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/haberman-survival.csv.dt. +Unpruned decision tree written to csv/haberman-survival.csv.dt.unpruned. +fold 1: acc. = 65.57 #leaves = 6 max. depth = 5 +fold 2: acc. = 55.74 #leaves = 37 max. depth = 12 +fold 3: acc. = 68.85 #leaves = 37 max. depth = 13 +fold 4: acc. = 57.38 #leaves = 48 max. depth = 10 +fold 5: acc. = 66.13 #leaves = 39 max. depth = 9 +***1***0.6557377***0.0594590*** +***2***0.5573770***0.0682790*** +***3***0.6885246***0.0567400*** +***4***0.5737705***0.0688220*** +***5***0.6612903***0.0557000*** +accuracy = 62.75 #leaves = 33.40 max depth = 9.80 + diff --git a/data/oc1output/haberman-survival_31.txt b/data/oc1output/haberman-survival_31.txt new file mode 100644 index 0000000..7741726 --- /dev/null +++ b/data/oc1output/haberman-survival_31.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/haberman-survival.csv.dt. +Unpruned decision tree written to csv/haberman-survival.csv.dt.unpruned. +fold 1: acc. = 57.38 #leaves = 2 max. depth = 1 +fold 2: acc. = 59.02 #leaves = 38 max. depth = 10 +fold 3: acc. = 63.93 #leaves = 38 max. depth = 9 +fold 4: acc. = 65.57 #leaves = 35 max. depth = 9 +fold 5: acc. = 53.23 #leaves = 36 max. depth = 11 +***1***0.5737705***0.0555470*** +***2***0.5901639***0.0692130*** +***3***0.6393443***0.0623410*** +***4***0.6557377***0.0596400*** +***5***0.5322581***0.0701170*** +accuracy = 59.80 #leaves = 29.80 max depth = 8.00 + diff --git a/data/oc1output/haberman-survival_57.txt b/data/oc1output/haberman-survival_57.txt new file mode 100644 index 0000000..47a3c79 --- /dev/null +++ b/data/oc1output/haberman-survival_57.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/haberman-survival.csv.dt. +Unpruned decision tree written to csv/haberman-survival.csv.dt.unpruned. +fold 1: acc. = 75.41 #leaves = 2 max. depth = 1 +fold 2: acc. = 59.02 #leaves = 36 max. depth = 10 +fold 3: acc. = 54.10 #leaves = 35 max. depth = 12 +fold 4: acc. = 73.77 #leaves = 44 max. depth = 10 +fold 5: acc. = 66.13 #leaves = 34 max. depth = 11 +***1***0.7540984***0.0528100*** +***2***0.5901639***0.0500510*** +***3***0.5409836***0.0635170*** +***4***0.7377049***0.0564780*** +***5***0.6612903***0.0631650*** +accuracy = 65.69 #leaves = 30.20 max depth = 8.80 + diff --git a/data/oc1output/haberman-survival_7.txt b/data/oc1output/haberman-survival_7.txt new file mode 100644 index 0000000..1695fcb --- /dev/null +++ b/data/oc1output/haberman-survival_7.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/haberman-survival.csv.dt. +Unpruned decision tree written to csv/haberman-survival.csv.dt.unpruned. +fold 1: acc. = 67.21 #leaves = 2 max. depth = 1 +fold 2: acc. = 68.85 #leaves = 34 max. depth = 9 +fold 3: acc. = 52.46 #leaves = 33 max. depth = 10 +fold 4: acc. = 70.49 #leaves = 37 max. depth = 12 +fold 5: acc. = 70.97 #leaves = 35 max. depth = 10 +***1***0.6721311***0.0527490*** +***2***0.6885246***0.0626100*** +***3***0.5245901***0.0579670*** +***4***0.7049181***0.0689290*** +***5***0.7096775***0.0599040*** +accuracy = 66.01 #leaves = 28.20 max depth = 8.40 + diff --git a/data/oc1output/haberman-survival_79.txt b/data/oc1output/haberman-survival_79.txt new file mode 100644 index 0000000..8c7a08b --- /dev/null +++ b/data/oc1output/haberman-survival_79.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/haberman-survival.csv.dt. +Unpruned decision tree written to csv/haberman-survival.csv.dt.unpruned. +fold 1: acc. = 72.13 #leaves = 2 max. depth = 1 +fold 2: acc. = 63.93 #leaves = 34 max. depth = 9 +fold 3: acc. = 65.57 #leaves = 35 max. depth = 10 +fold 4: acc. = 65.57 #leaves = 35 max. depth = 11 +fold 5: acc. = 61.29 #leaves = 43 max. depth = 12 +***1***0.7213115***0.0537920*** +***2***0.6393443***0.0559730*** +***3***0.6557377***0.0707610*** +***4***0.6557377***0.0600150*** +***5***0.6129032***0.0576130*** +accuracy = 65.69 #leaves = 29.80 max depth = 8.60 + diff --git a/data/oc1output/haberman-survival_83.txt b/data/oc1output/haberman-survival_83.txt new file mode 100644 index 0000000..bb42815 --- /dev/null +++ b/data/oc1output/haberman-survival_83.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Unpruned decision tree written to csv/haberman-survival.csv.dt. +fold 1: acc. = 70.49 #leaves = 35 max. depth = 9 +fold 2: acc. = 73.77 #leaves = 30 max. depth = 8 +fold 3: acc. = 65.57 #leaves = 33 max. depth = 12 +fold 4: acc. = 59.02 #leaves = 27 max. depth = 9 +fold 5: acc. = 58.06 #leaves = 41 max. depth = 11 +***1***0.7049181***0.0595770*** +***2***0.7377049***0.0509580*** +***3***0.6557377***0.0636260*** +***4***0.5901639***0.0488570*** +***5***0.5806452***0.0671130*** +accuracy = 65.36 #leaves = 33.20 max depth = 9.80 + diff --git a/data/oc1output/haberman-survival_97.txt b/data/oc1output/haberman-survival_97.txt new file mode 100644 index 0000000..a14bb69 --- /dev/null +++ b/data/oc1output/haberman-survival_97.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/haberman-survival.csv.dt. +Unpruned decision tree written to csv/haberman-survival.csv.dt.unpruned. +fold 1: acc. = 63.93 #leaves = 3 max. depth = 2 +fold 2: acc. = 70.49 #leaves = 36 max. depth = 10 +fold 3: acc. = 70.49 #leaves = 34 max. depth = 10 +fold 4: acc. = 68.85 #leaves = 37 max. depth = 14 +fold 5: acc. = 67.74 #leaves = 38 max. depth = 9 +***1***0.6393443***0.0615830*** +***2***0.7049181***0.0571930*** +***3***0.7049181***0.0768000*** +***4***0.6885246***0.0683010*** +***5***0.6774194***0.0554980*** +accuracy = 68.30 #leaves = 29.60 max depth = 9.00 + diff --git a/data/oc1output/heart-hungarian.txt b/data/oc1output/heart-hungarian.txt deleted file mode 100755 index 266bf29..0000000 --- a/data/oc1output/heart-hungarian.txt +++ /dev/null @@ -1,16 +0,0 @@ -Remapping class numbers: - 0 To 1 - 1 To 2 -Pruned decision tree written to csv/heart-hungarian.csv.dt. -Unpruned decision tree written to csv/heart-hungarian.csv.dt.unpruned. -fold 1: acc. = 86.21 #leaves = 4 max. depth = 3 -fold 2: acc. = 67.24 #leaves = 19 max. depth = 6 -fold 3: acc. = 68.97 #leaves = 30 max. depth = 9 -fold 4: acc. = 74.14 #leaves = 26 max. depth = 9 -fold 5: acc. = 74.19 #leaves = 19 max. depth = 7 -***1***0.8620690***0.0907020*** -***2***0.6724138***0.0931420*** -***3***0.6896551***0.1108600*** -***4***0.7413793***0.0993270*** -***5***0.7419355***0.0774400*** -accuracy = 74.15 #leaves = 19.60 max depth = 6.80 diff --git a/data/oc1output/heart-hungarian_1.txt b/data/oc1output/heart-hungarian_1.txt new file mode 100644 index 0000000..5622817 --- /dev/null +++ b/data/oc1output/heart-hungarian_1.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/heart-hungarian.csv.dt. +Unpruned decision tree written to csv/heart-hungarian.csv.dt.unpruned. +fold 1: acc. = 68.97 #leaves = 2 max. depth = 1 +fold 2: acc. = 82.76 #leaves = 22 max. depth = 8 +fold 3: acc. = 68.97 #leaves = 23 max. depth = 7 +fold 4: acc. = 86.21 #leaves = 20 max. depth = 8 +fold 5: acc. = 72.58 #leaves = 18 max. depth = 6 +***1***0.6896551***0.0612070*** +***2***0.8275862***0.0820170*** +***3***0.6896551***0.0977210*** +***4***0.8620690***0.1040270*** +***5***0.7258064***0.0552240*** +accuracy = 75.85 #leaves = 17.00 max depth = 6.00 + diff --git a/data/oc1output/heart-hungarian_17.txt b/data/oc1output/heart-hungarian_17.txt new file mode 100644 index 0000000..728626b --- /dev/null +++ b/data/oc1output/heart-hungarian_17.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/heart-hungarian.csv.dt. +Unpruned decision tree written to csv/heart-hungarian.csv.dt.unpruned. +fold 1: acc. = 79.31 #leaves = 18 max. depth = 7 +fold 2: acc. = 79.31 #leaves = 25 max. depth = 7 +fold 3: acc. = 75.86 #leaves = 21 max. depth = 7 +fold 4: acc. = 70.69 #leaves = 22 max. depth = 8 +fold 5: acc. = 74.19 #leaves = 23 max. depth = 7 +***1***0.7931035***0.0908490*** +***2***0.7931035***0.0790080*** +***3***0.7586207***0.0983340*** +***4***0.7068965***0.1010470*** +***5***0.7419355***0.0795220*** +accuracy = 75.85 #leaves = 21.80 max depth = 7.20 + diff --git a/data/oc1output/heart-hungarian_1714.txt b/data/oc1output/heart-hungarian_1714.txt new file mode 100644 index 0000000..3d21260 --- /dev/null +++ b/data/oc1output/heart-hungarian_1714.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/heart-hungarian.csv.dt. +Unpruned decision tree written to csv/heart-hungarian.csv.dt.unpruned. +fold 1: acc. = 86.21 #leaves = 2 max. depth = 1 +fold 2: acc. = 79.31 #leaves = 24 max. depth = 8 +fold 3: acc. = 74.14 #leaves = 20 max. depth = 7 +fold 4: acc. = 68.97 #leaves = 24 max. depth = 10 +fold 5: acc. = 67.74 #leaves = 20 max. depth = 10 +***1***0.8620690***0.1052500*** +***2***0.7931035***0.1065500*** +***3***0.7413793***0.1172620*** +***4***0.6896551***0.1150000*** +***5***0.6774194***0.1171250*** +accuracy = 75.17 #leaves = 18.00 max depth = 7.20 + diff --git a/data/oc1output/heart-hungarian_23.txt b/data/oc1output/heart-hungarian_23.txt new file mode 100644 index 0000000..e110c95 --- /dev/null +++ b/data/oc1output/heart-hungarian_23.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/heart-hungarian.csv.dt. +Unpruned decision tree written to csv/heart-hungarian.csv.dt.unpruned. +fold 1: acc. = 72.41 #leaves = 5 max. depth = 3 +fold 2: acc. = 70.69 #leaves = 20 max. depth = 7 +fold 3: acc. = 70.69 #leaves = 26 max. depth = 9 +fold 4: acc. = 81.03 #leaves = 21 max. depth = 7 +fold 5: acc. = 77.42 #leaves = 26 max. depth = 8 +***1***0.7241380***0.0958520*** +***2***0.7068965***0.0597050*** +***3***0.7068965***0.0881530*** +***4***0.8103449***0.0710730*** +***5***0.7741936***0.0998910*** +accuracy = 74.49 #leaves = 19.60 max depth = 6.80 + diff --git a/data/oc1output/heart-hungarian_31.txt b/data/oc1output/heart-hungarian_31.txt new file mode 100644 index 0000000..3fe9ead --- /dev/null +++ b/data/oc1output/heart-hungarian_31.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/heart-hungarian.csv.dt. +Unpruned decision tree written to csv/heart-hungarian.csv.dt.unpruned. +fold 1: acc. = 79.31 #leaves = 2 max. depth = 1 +fold 2: acc. = 70.69 #leaves = 15 max. depth = 6 +fold 3: acc. = 74.14 #leaves = 18 max. depth = 5 +fold 4: acc. = 81.03 #leaves = 22 max. depth = 6 +fold 5: acc. = 74.19 #leaves = 17 max. depth = 7 +***1***0.7931035***0.1092190*** +***2***0.7068965***0.0672670*** +***3***0.7413793***0.0862030*** +***4***0.8103449***0.0677520*** +***5***0.7419355***0.0941350*** +accuracy = 75.85 #leaves = 14.80 max depth = 5.00 + diff --git a/data/oc1output/heart-hungarian_57.txt b/data/oc1output/heart-hungarian_57.txt new file mode 100644 index 0000000..dd1d8a5 --- /dev/null +++ b/data/oc1output/heart-hungarian_57.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/heart-hungarian.csv.dt. +Unpruned decision tree written to csv/heart-hungarian.csv.dt.unpruned. +fold 1: acc. = 82.76 #leaves = 4 max. depth = 3 +fold 2: acc. = 75.86 #leaves = 24 max. depth = 9 +fold 3: acc. = 77.59 #leaves = 20 max. depth = 7 +fold 4: acc. = 63.79 #leaves = 18 max. depth = 6 +fold 5: acc. = 77.42 #leaves = 21 max. depth = 8 +***1***0.8275862***0.0844300*** +***2***0.7586207***0.1016600*** +***3***0.7758620***0.1025790*** +***4***0.6379310***0.0632750*** +***5***0.7741936***0.0657920*** +accuracy = 75.51 #leaves = 17.40 max depth = 6.60 + diff --git a/data/oc1output/heart-hungarian_7.txt b/data/oc1output/heart-hungarian_7.txt new file mode 100644 index 0000000..c163404 --- /dev/null +++ b/data/oc1output/heart-hungarian_7.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/heart-hungarian.csv.dt. +Unpruned decision tree written to csv/heart-hungarian.csv.dt.unpruned. +fold 1: acc. = 77.59 #leaves = 2 max. depth = 1 +fold 2: acc. = 77.59 #leaves = 21 max. depth = 8 +fold 3: acc. = 79.31 #leaves = 25 max. depth = 8 +fold 4: acc. = 74.14 #leaves = 20 max. depth = 8 +fold 5: acc. = 79.03 #leaves = 20 max. depth = 7 +***1***0.7758620***0.0753580*** +***2***0.7758620***0.0523540*** +***3***0.7931035***0.1032000*** +***4***0.7413793***0.0894230*** +***5***0.7903225***0.0766140*** +accuracy = 77.55 #leaves = 17.60 max depth = 6.40 + diff --git a/data/oc1output/heart-hungarian_79.txt b/data/oc1output/heart-hungarian_79.txt new file mode 100644 index 0000000..b2d81dc --- /dev/null +++ b/data/oc1output/heart-hungarian_79.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/heart-hungarian.csv.dt. +Unpruned decision tree written to csv/heart-hungarian.csv.dt.unpruned. +fold 1: acc. = 75.86 #leaves = 14 max. depth = 6 +fold 2: acc. = 72.41 #leaves = 20 max. depth = 8 +fold 3: acc. = 81.03 #leaves = 26 max. depth = 7 +fold 4: acc. = 77.59 #leaves = 21 max. depth = 8 +fold 5: acc. = 69.35 #leaves = 20 max. depth = 9 +***1***0.7586207***0.0745520*** +***2***0.7241380***0.0814130*** +***3***0.8103449***0.0790470*** +***4***0.7758620***0.1013050*** +***5***0.6935484***0.0989560*** +accuracy = 75.17 #leaves = 20.20 max depth = 7.60 + diff --git a/data/oc1output/heart-hungarian_83.txt b/data/oc1output/heart-hungarian_83.txt new file mode 100644 index 0000000..4e540af --- /dev/null +++ b/data/oc1output/heart-hungarian_83.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/heart-hungarian.csv.dt. +Unpruned decision tree written to csv/heart-hungarian.csv.dt.unpruned. +fold 1: acc. = 74.14 #leaves = 7 max. depth = 4 +fold 2: acc. = 75.86 #leaves = 26 max. depth = 8 +fold 3: acc. = 77.59 #leaves = 24 max. depth = 8 +fold 4: acc. = 75.86 #leaves = 25 max. depth = 8 +fold 5: acc. = 79.03 #leaves = 21 max. depth = 8 +***1***0.7413793***0.0820820*** +***2***0.7586207***0.1121290*** +***3***0.7758620***0.0617430*** +***4***0.7586207***0.0720270*** +***5***0.7903225***0.0740660*** +accuracy = 76.53 #leaves = 20.60 max depth = 7.20 + diff --git a/data/oc1output/heart-hungarian_97.txt b/data/oc1output/heart-hungarian_97.txt new file mode 100644 index 0000000..a87e0fc --- /dev/null +++ b/data/oc1output/heart-hungarian_97.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/heart-hungarian.csv.dt. +Unpruned decision tree written to csv/heart-hungarian.csv.dt.unpruned. +fold 1: acc. = 81.03 #leaves = 3 max. depth = 2 +fold 2: acc. = 77.59 #leaves = 26 max. depth = 10 +fold 3: acc. = 74.14 #leaves = 21 max. depth = 7 +fold 4: acc. = 70.69 #leaves = 19 max. depth = 7 +fold 5: acc. = 77.42 #leaves = 22 max. depth = 8 +***1***0.8103449***0.0882380*** +***2***0.7758620***0.1142470*** +***3***0.7413793***0.0858730*** +***4***0.7068965***0.0817840*** +***5***0.7741936***0.0686840*** +accuracy = 76.19 #leaves = 18.20 max depth = 6.80 + diff --git a/data/oc1output/hepatitis.txt b/data/oc1output/hepatitis.txt deleted file mode 100755 index b1d0378..0000000 --- a/data/oc1output/hepatitis.txt +++ /dev/null @@ -1,15 +0,0 @@ -Remapping class numbers: - 0 To 2 -Pruned decision tree written to csv/hepatitis.csv.dt. -Unpruned decision tree written to csv/hepatitis.csv.dt.unpruned. -fold 1: acc. = 74.19 #leaves = 2 max. depth = 1 -fold 2: acc. = 74.19 #leaves = 8 max. depth = 4 -fold 3: acc. = 70.97 #leaves = 11 max. depth = 4 -fold 4: acc. = 80.65 #leaves = 10 max. depth = 4 -fold 5: acc. = 77.42 #leaves = 12 max. depth = 5 -***1***0.7419355***0.0435910*** -***2***0.7419355***0.0428430*** -***3***0.7096775***0.0438550*** -***4***0.8064516***0.0384640*** -***5***0.7741936***0.0303340*** -accuracy = 75.48 #leaves = 8.60 max depth = 3.60 diff --git a/data/oc1output/hepatitis_1.txt b/data/oc1output/hepatitis_1.txt new file mode 100644 index 0000000..6ae35ad --- /dev/null +++ b/data/oc1output/hepatitis_1.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/hepatitis.csv.dt. +Unpruned decision tree written to csv/hepatitis.csv.dt.unpruned. +fold 1: acc. = 70.97 #leaves = 2 max. depth = 1 +fold 2: acc. = 80.65 #leaves = 12 max. depth = 6 +fold 3: acc. = 70.97 #leaves = 8 max. depth = 5 +fold 4: acc. = 87.10 #leaves = 13 max. depth = 6 +fold 5: acc. = 77.42 #leaves = 10 max. depth = 6 +***1***0.7096775***0.0339340*** +***2***0.8064516***0.0283250*** +***3***0.7096775***0.0394010*** +***4***0.8709677***0.0432420*** +***5***0.7741936***0.0447380*** +accuracy = 77.42 #leaves = 9.00 max depth = 4.80 + diff --git a/data/oc1output/hepatitis_17.txt b/data/oc1output/hepatitis_17.txt new file mode 100644 index 0000000..8183f7c --- /dev/null +++ b/data/oc1output/hepatitis_17.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/hepatitis.csv.dt. +Unpruned decision tree written to csv/hepatitis.csv.dt.unpruned. +fold 1: acc. = 83.87 #leaves = 2 max. depth = 1 +fold 2: acc. = 70.97 #leaves = 7 max. depth = 3 +fold 3: acc. = 64.52 #leaves = 6 max. depth = 4 +fold 4: acc. = 67.74 #leaves = 8 max. depth = 6 +fold 5: acc. = 74.19 #leaves = 11 max. depth = 5 +***1***0.8387097***0.0329550*** +***2***0.7096775***0.0298820*** +***3***0.6451613***0.0458280*** +***4***0.6774194***0.0631080*** +***5***0.7419355***0.0406680*** +accuracy = 72.26 #leaves = 6.80 max depth = 3.80 + diff --git a/data/oc1output/hepatitis_1714.txt b/data/oc1output/hepatitis_1714.txt new file mode 100644 index 0000000..5b9e387 --- /dev/null +++ b/data/oc1output/hepatitis_1714.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/hepatitis.csv.dt. +Unpruned decision tree written to csv/hepatitis.csv.dt.unpruned. +fold 1: acc. = 90.32 #leaves = 2 max. depth = 1 +fold 2: acc. = 87.10 #leaves = 11 max. depth = 6 +fold 3: acc. = 77.42 #leaves = 14 max. depth = 8 +fold 4: acc. = 74.19 #leaves = 9 max. depth = 4 +fold 5: acc. = 58.06 #leaves = 9 max. depth = 5 +***1***0.9032258***0.0309290*** +***2***0.8709677***0.0495230*** +***3***0.7741936***0.0211290*** +***4***0.7419355***0.0347750*** +***5***0.5806452***0.0389550*** +accuracy = 77.42 #leaves = 9.00 max depth = 4.80 + diff --git a/data/oc1output/hepatitis_23.txt b/data/oc1output/hepatitis_23.txt new file mode 100644 index 0000000..bd28cbc --- /dev/null +++ b/data/oc1output/hepatitis_23.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/hepatitis.csv.dt. +Unpruned decision tree written to csv/hepatitis.csv.dt.unpruned. +fold 1: acc. = 80.65 #leaves = 3 max. depth = 2 +fold 2: acc. = 80.65 #leaves = 8 max. depth = 4 +fold 3: acc. = 74.19 #leaves = 10 max. depth = 5 +fold 4: acc. = 61.29 #leaves = 11 max. depth = 6 +fold 5: acc. = 83.87 #leaves = 13 max. depth = 7 +***1***0.8064516***0.0534020*** +***2***0.8064516***0.0289660*** +***3***0.7419355***0.0378160*** +***4***0.6129032***0.0307920*** +***5***0.8387097***0.0338450*** +accuracy = 76.13 #leaves = 9.00 max depth = 4.80 + diff --git a/data/oc1output/hepatitis_31.txt b/data/oc1output/hepatitis_31.txt new file mode 100644 index 0000000..8b33531 --- /dev/null +++ b/data/oc1output/hepatitis_31.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/hepatitis.csv.dt. +Unpruned decision tree written to csv/hepatitis.csv.dt.unpruned. +fold 1: acc. = 77.42 #leaves = 2 max. depth = 1 +fold 2: acc. = 70.97 #leaves = 8 max. depth = 5 +fold 3: acc. = 74.19 #leaves = 9 max. depth = 4 +fold 4: acc. = 77.42 #leaves = 10 max. depth = 6 +fold 5: acc. = 74.19 #leaves = 15 max. depth = 7 +***1***0.7741936***0.0294070*** +***2***0.7096775***0.0472080*** +***3***0.7419355***0.0423130*** +***4***0.7741936***0.0663450*** +***5***0.7419355***0.0465640*** +accuracy = 74.84 #leaves = 8.80 max depth = 4.60 + diff --git a/data/oc1output/hepatitis_57.txt b/data/oc1output/hepatitis_57.txt new file mode 100644 index 0000000..6c1ce75 --- /dev/null +++ b/data/oc1output/hepatitis_57.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/hepatitis.csv.dt. +Unpruned decision tree written to csv/hepatitis.csv.dt.unpruned. +fold 1: acc. = 80.65 #leaves = 2 max. depth = 1 +fold 2: acc. = 80.65 #leaves = 14 max. depth = 5 +fold 3: acc. = 80.65 #leaves = 10 max. depth = 6 +fold 4: acc. = 70.97 #leaves = 9 max. depth = 4 +fold 5: acc. = 67.74 #leaves = 6 max. depth = 4 +***1***0.8064516***0.0490340*** +***2***0.8064516***0.0522680*** +***3***0.8064516***0.0302080*** +***4***0.7096775***0.0532400*** +***5***0.6774194***0.0167900*** +accuracy = 76.13 #leaves = 8.20 max depth = 4.00 + diff --git a/data/oc1output/hepatitis_7.txt b/data/oc1output/hepatitis_7.txt new file mode 100644 index 0000000..7c9ab18 --- /dev/null +++ b/data/oc1output/hepatitis_7.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/hepatitis.csv.dt. +Unpruned decision tree written to csv/hepatitis.csv.dt.unpruned. +fold 1: acc. = 77.42 #leaves = 4 max. depth = 3 +fold 2: acc. = 64.52 #leaves = 12 max. depth = 6 +fold 3: acc. = 74.19 #leaves = 7 max. depth = 4 +fold 4: acc. = 70.97 #leaves = 10 max. depth = 5 +fold 5: acc. = 70.97 #leaves = 9 max. depth = 5 +***1***0.7741936***0.0417930*** +***2***0.6451613***0.0410310*** +***3***0.7419355***0.0532560*** +***4***0.7096775***0.0328750*** +***5***0.7096775***0.0198510*** +accuracy = 71.61 #leaves = 8.40 max depth = 4.60 + diff --git a/data/oc1output/hepatitis_79.txt b/data/oc1output/hepatitis_79.txt new file mode 100644 index 0000000..f1e85f3 --- /dev/null +++ b/data/oc1output/hepatitis_79.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/hepatitis.csv.dt. +Unpruned decision tree written to csv/hepatitis.csv.dt.unpruned. +fold 1: acc. = 77.42 #leaves = 3 max. depth = 2 +fold 2: acc. = 90.32 #leaves = 14 max. depth = 6 +fold 3: acc. = 87.10 #leaves = 10 max. depth = 6 +fold 4: acc. = 70.97 #leaves = 9 max. depth = 4 +fold 5: acc. = 74.19 #leaves = 11 max. depth = 4 +***1***0.7741936***0.0300490*** +***2***0.9032258***0.0394710*** +***3***0.8709677***0.0295690*** +***4***0.7096775***0.0441680*** +***5***0.7419355***0.0419710*** +accuracy = 80.00 #leaves = 9.40 max depth = 4.40 + diff --git a/data/oc1output/hepatitis_83.txt b/data/oc1output/hepatitis_83.txt new file mode 100644 index 0000000..b8e07f4 --- /dev/null +++ b/data/oc1output/hepatitis_83.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/hepatitis.csv.dt. +Unpruned decision tree written to csv/hepatitis.csv.dt.unpruned. +fold 1: acc. = 87.10 #leaves = 2 max. depth = 1 +fold 2: acc. = 83.87 #leaves = 11 max. depth = 6 +fold 3: acc. = 67.74 #leaves = 8 max. depth = 4 +fold 4: acc. = 77.42 #leaves = 10 max. depth = 6 +fold 5: acc. = 70.97 #leaves = 8 max. depth = 4 +***1***0.8709677***0.0413220*** +***2***0.8387097***0.0403560*** +***3***0.6774194***0.0474710*** +***4***0.7741936***0.0226450*** +***5***0.7096775***0.0445910*** +accuracy = 77.42 #leaves = 7.80 max depth = 4.20 + diff --git a/data/oc1output/hepatitis_97.txt b/data/oc1output/hepatitis_97.txt new file mode 100644 index 0000000..460b46e --- /dev/null +++ b/data/oc1output/hepatitis_97.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/hepatitis.csv.dt. +Unpruned decision tree written to csv/hepatitis.csv.dt.unpruned. +fold 1: acc. = 67.74 #leaves = 2 max. depth = 1 +fold 2: acc. = 83.87 #leaves = 10 max. depth = 5 +fold 3: acc. = 80.65 #leaves = 10 max. depth = 4 +fold 4: acc. = 61.29 #leaves = 10 max. depth = 5 +fold 5: acc. = 74.19 #leaves = 13 max. depth = 9 +***1***0.6774194***0.0430290*** +***2***0.8387097***0.0221800*** +***3***0.8064516***0.0391920*** +***4***0.6129032***0.0566510*** +***5***0.7419355***0.0290210*** +accuracy = 73.55 #leaves = 9.00 max depth = 4.80 + diff --git a/data/oc1output/ilpd-indian-liver.txt b/data/oc1output/ilpd-indian-liver.txt deleted file mode 100755 index 65a7ba1..0000000 --- a/data/oc1output/ilpd-indian-liver.txt +++ /dev/null @@ -1,16 +0,0 @@ -Remapping class numbers: - 0 To 1 - 1 To 2 -Pruned decision tree written to csv/ilpd-indian-liver.csv.dt. -Unpruned decision tree written to csv/ilpd-indian-liver.csv.dt.unpruned. -fold 1: acc. = 71.55 #leaves = 10 max. depth = 7 -fold 2: acc. = 70.69 #leaves = 49 max. depth = 12 -fold 3: acc. = 68.10 #leaves = 46 max. depth = 12 -fold 4: acc. = 66.38 #leaves = 50 max. depth = 13 -fold 5: acc. = 64.71 #leaves = 53 max. depth = 13 -***1***0.7155173***0.2982450*** -***2***0.7068965***0.3266400*** -***3***0.6810344***0.3673980*** -***4***0.6637931***0.2961320*** -***5***0.6470588***0.3235310*** -accuracy = 68.27 #leaves = 41.60 max depth = 11.40 diff --git a/data/oc1output/ilpd-indian-liver_1.txt b/data/oc1output/ilpd-indian-liver_1.txt new file mode 100644 index 0000000..a01dcda --- /dev/null +++ b/data/oc1output/ilpd-indian-liver_1.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/ilpd-indian-liver.csv.dt. +Unpruned decision tree written to csv/ilpd-indian-liver.csv.dt.unpruned. +fold 1: acc. = 68.97 #leaves = 2 max. depth = 1 +fold 2: acc. = 74.14 #leaves = 54 max. depth = 15 +fold 3: acc. = 61.21 #leaves = 46 max. depth = 12 +fold 4: acc. = 62.07 #leaves = 46 max. depth = 12 +fold 5: acc. = 68.07 #leaves = 50 max. depth = 10 +***1***0.6896551***0.3119050*** +***2***0.7413793***0.3365320*** +***3***0.6120690***0.2786860*** +***4***0.6206896***0.2996980*** +***5***0.6806723***0.3146350*** +accuracy = 66.90 #leaves = 39.60 max depth = 10.00 + diff --git a/data/oc1output/ilpd-indian-liver_17.txt b/data/oc1output/ilpd-indian-liver_17.txt new file mode 100644 index 0000000..2f6f45c --- /dev/null +++ b/data/oc1output/ilpd-indian-liver_17.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/ilpd-indian-liver.csv.dt. +Unpruned decision tree written to csv/ilpd-indian-liver.csv.dt.unpruned. +fold 1: acc. = 66.38 #leaves = 12 max. depth = 9 +fold 2: acc. = 61.21 #leaves = 50 max. depth = 13 +fold 3: acc. = 69.83 #leaves = 46 max. depth = 16 +fold 4: acc. = 67.24 #leaves = 50 max. depth = 16 +fold 5: acc. = 68.91 #leaves = 53 max. depth = 13 +***1***0.6637931***0.2927050*** +***2***0.6120690***0.3137470*** +***3***0.6982758***0.2977400*** +***4***0.6724138***0.2954580*** +***5***0.6890756***0.3256380*** +accuracy = 66.72 #leaves = 42.20 max depth = 13.40 + diff --git a/data/oc1output/ilpd-indian-liver_1714.txt b/data/oc1output/ilpd-indian-liver_1714.txt new file mode 100644 index 0000000..db23fda --- /dev/null +++ b/data/oc1output/ilpd-indian-liver_1714.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/ilpd-indian-liver.csv.dt. +Unpruned decision tree written to csv/ilpd-indian-liver.csv.dt.unpruned. +fold 1: acc. = 75.00 #leaves = 6 max. depth = 5 +fold 2: acc. = 64.66 #leaves = 48 max. depth = 12 +fold 3: acc. = 70.69 #leaves = 41 max. depth = 13 +fold 4: acc. = 73.28 #leaves = 56 max. depth = 12 +fold 5: acc. = 55.46 #leaves = 57 max. depth = 12 +***1***0.7500000***0.3602000*** +***2***0.6465517***0.2692840*** +***3***0.7068965***0.2955520*** +***4***0.7327586***0.2564750*** +***5***0.5546219***0.3319560*** +accuracy = 67.75 #leaves = 41.60 max depth = 10.80 + diff --git a/data/oc1output/ilpd-indian-liver_23.txt b/data/oc1output/ilpd-indian-liver_23.txt new file mode 100644 index 0000000..c425e9e --- /dev/null +++ b/data/oc1output/ilpd-indian-liver_23.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/ilpd-indian-liver.csv.dt. +Unpruned decision tree written to csv/ilpd-indian-liver.csv.dt.unpruned. +fold 1: acc. = 61.21 #leaves = 7 max. depth = 5 +fold 2: acc. = 67.24 #leaves = 47 max. depth = 13 +fold 3: acc. = 65.52 #leaves = 48 max. depth = 12 +fold 4: acc. = 57.76 #leaves = 48 max. depth = 13 +fold 5: acc. = 70.59 #leaves = 54 max. depth = 14 +***1***0.6120690***0.3333080*** +***2***0.6724138***0.2875370*** +***3***0.6551724***0.2794280*** +***4***0.5775862***0.2599540*** +***5***0.7058823***0.3076960*** +accuracy = 64.49 #leaves = 40.80 max depth = 11.40 + diff --git a/data/oc1output/ilpd-indian-liver_31.txt b/data/oc1output/ilpd-indian-liver_31.txt new file mode 100644 index 0000000..883aabd --- /dev/null +++ b/data/oc1output/ilpd-indian-liver_31.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/ilpd-indian-liver.csv.dt. +Unpruned decision tree written to csv/ilpd-indian-liver.csv.dt.unpruned. +fold 1: acc. = 69.83 #leaves = 13 max. depth = 9 +fold 2: acc. = 65.52 #leaves = 50 max. depth = 12 +fold 3: acc. = 58.62 #leaves = 43 max. depth = 12 +fold 4: acc. = 66.38 #leaves = 52 max. depth = 13 +fold 5: acc. = 63.03 #leaves = 47 max. depth = 11 +***1***0.6982758***0.2893070*** +***2***0.6551724***0.2770100*** +***3***0.5862069***0.2657850*** +***4***0.6637931***0.3110740*** +***5***0.6302521***0.2565170*** +accuracy = 64.67 #leaves = 41.00 max depth = 11.40 + diff --git a/data/oc1output/ilpd-indian-liver_57.txt b/data/oc1output/ilpd-indian-liver_57.txt new file mode 100644 index 0000000..babc438 --- /dev/null +++ b/data/oc1output/ilpd-indian-liver_57.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/ilpd-indian-liver.csv.dt. +Unpruned decision tree written to csv/ilpd-indian-liver.csv.dt.unpruned. +fold 1: acc. = 65.52 #leaves = 13 max. depth = 7 +fold 2: acc. = 67.24 #leaves = 50 max. depth = 17 +fold 3: acc. = 66.38 #leaves = 49 max. depth = 14 +fold 4: acc. = 64.66 #leaves = 49 max. depth = 15 +fold 5: acc. = 69.75 #leaves = 51 max. depth = 14 +***1***0.6551724***0.3082890*** +***2***0.6724138***0.3209700*** +***3***0.6637931***0.3547970*** +***4***0.6465517***0.3076360*** +***5***0.6974790***0.3130090*** +accuracy = 66.72 #leaves = 42.40 max depth = 13.40 + diff --git a/data/oc1output/ilpd-indian-liver_7.txt b/data/oc1output/ilpd-indian-liver_7.txt new file mode 100644 index 0000000..058a1c9 --- /dev/null +++ b/data/oc1output/ilpd-indian-liver_7.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/ilpd-indian-liver.csv.dt. +Unpruned decision tree written to csv/ilpd-indian-liver.csv.dt.unpruned. +fold 1: acc. = 61.21 #leaves = 6 max. depth = 5 +fold 2: acc. = 67.24 #leaves = 49 max. depth = 9 +fold 3: acc. = 68.10 #leaves = 47 max. depth = 11 +fold 4: acc. = 58.62 #leaves = 55 max. depth = 10 +fold 5: acc. = 68.91 #leaves = 47 max. depth = 13 +***1***0.6120690***0.2782530*** +***2***0.6724138***0.2185790*** +***3***0.6810344***0.3111860*** +***4***0.5862069***0.3114650*** +***5***0.6890756***0.2531720*** +accuracy = 64.84 #leaves = 40.80 max depth = 9.60 + diff --git a/data/oc1output/ilpd-indian-liver_79.txt b/data/oc1output/ilpd-indian-liver_79.txt new file mode 100644 index 0000000..cb38705 --- /dev/null +++ b/data/oc1output/ilpd-indian-liver_79.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/ilpd-indian-liver.csv.dt. +Unpruned decision tree written to csv/ilpd-indian-liver.csv.dt.unpruned. +fold 1: acc. = 67.24 #leaves = 7 max. depth = 6 +fold 2: acc. = 55.17 #leaves = 51 max. depth = 11 +fold 3: acc. = 66.38 #leaves = 57 max. depth = 10 +fold 4: acc. = 60.34 #leaves = 50 max. depth = 14 +fold 5: acc. = 62.18 #leaves = 53 max. depth = 11 +***1***0.6724138***0.2442720*** +***2***0.5517241***0.2766230*** +***3***0.6637931***0.2820190*** +***4***0.6034483***0.3379860*** +***5***0.6218488***0.2770770*** +accuracy = 62.26 #leaves = 43.60 max depth = 10.40 + diff --git a/data/oc1output/ilpd-indian-liver_83.txt b/data/oc1output/ilpd-indian-liver_83.txt new file mode 100644 index 0000000..351dd5b --- /dev/null +++ b/data/oc1output/ilpd-indian-liver_83.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/ilpd-indian-liver.csv.dt. +Unpruned decision tree written to csv/ilpd-indian-liver.csv.dt.unpruned. +fold 1: acc. = 71.55 #leaves = 2 max. depth = 1 +fold 2: acc. = 64.66 #leaves = 53 max. depth = 12 +fold 3: acc. = 66.38 #leaves = 51 max. depth = 12 +fold 4: acc. = 64.66 #leaves = 50 max. depth = 10 +fold 5: acc. = 78.15 #leaves = 52 max. depth = 13 +***1***0.7155173***0.2921120*** +***2***0.6465517***0.2846340*** +***3***0.6637931***0.2782570*** +***4***0.6465517***0.3195010*** +***5***0.7815126***0.2747490*** +accuracy = 69.13 #leaves = 41.60 max depth = 9.60 + diff --git a/data/oc1output/ilpd-indian-liver_97.txt b/data/oc1output/ilpd-indian-liver_97.txt new file mode 100644 index 0000000..d498843 --- /dev/null +++ b/data/oc1output/ilpd-indian-liver_97.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/ilpd-indian-liver.csv.dt. +Unpruned decision tree written to csv/ilpd-indian-liver.csv.dt.unpruned. +fold 1: acc. = 68.10 #leaves = 36 max. depth = 12 +fold 2: acc. = 56.03 #leaves = 54 max. depth = 12 +fold 3: acc. = 70.69 #leaves = 50 max. depth = 12 +fold 4: acc. = 70.69 #leaves = 46 max. depth = 12 +fold 5: acc. = 68.07 #leaves = 55 max. depth = 12 +***1***0.6810344***0.2618940*** +***2***0.5603448***0.2802490*** +***3***0.7068965***0.2821910*** +***4***0.7068965***0.3174670*** +***5***0.6806723***0.3081700*** +accuracy = 66.72 #leaves = 48.20 max depth = 12.00 + diff --git a/data/oc1output/ionosphere.txt b/data/oc1output/ionosphere.txt deleted file mode 100755 index 6b6a35b..0000000 --- a/data/oc1output/ionosphere.txt +++ /dev/null @@ -1,15 +0,0 @@ -Remapping class numbers: - 0 To 2 -Pruned decision tree written to csv/ionosphere.csv.dt. -Unpruned decision tree written to csv/ionosphere.csv.dt.unpruned. -fold 1: acc. = 87.14 #leaves = 3 max. depth = 2 -fold 2: acc. = 81.43 #leaves = 17 max. depth = 7 -fold 3: acc. = 84.29 #leaves = 14 max. depth = 7 -fold 4: acc. = 92.86 #leaves = 9 max. depth = 5 -fold 5: acc. = 92.96 #leaves = 12 max. depth = 8 -***1***0.8714286***0.2273390*** -***2***0.8142858***0.2437670*** -***3***0.8428571***0.2687800*** -***4***0.9285714***0.2173090*** -***5***0.9295775***0.3151910*** -accuracy = 87.75 #leaves = 11.00 max depth = 5.80 diff --git a/data/oc1output/ionosphere_1.txt b/data/oc1output/ionosphere_1.txt new file mode 100644 index 0000000..e5bc23c --- /dev/null +++ b/data/oc1output/ionosphere_1.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/ionosphere.csv.dt. +Unpruned decision tree written to csv/ionosphere.csv.dt.unpruned. +fold 1: acc. = 78.57 #leaves = 3 max. depth = 2 +fold 2: acc. = 92.86 #leaves = 13 max. depth = 8 +fold 3: acc. = 90.00 #leaves = 10 max. depth = 7 +fold 4: acc. = 85.71 #leaves = 12 max. depth = 7 +fold 5: acc. = 90.14 #leaves = 10 max. depth = 6 +***1***0.7857143***0.2583810*** +***2***0.9285714***0.2820480*** +***3***0.9000000***0.2496770*** +***4***0.8571429***0.2562000*** +***5***0.9014084***0.2190170*** +accuracy = 87.46 #leaves = 9.60 max depth = 6.00 + diff --git a/data/oc1output/ionosphere_17.txt b/data/oc1output/ionosphere_17.txt new file mode 100644 index 0000000..257ced8 --- /dev/null +++ b/data/oc1output/ionosphere_17.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/ionosphere.csv.dt. +Unpruned decision tree written to csv/ionosphere.csv.dt.unpruned. +fold 1: acc. = 91.43 #leaves = 7 max. depth = 5 +fold 2: acc. = 85.71 #leaves = 10 max. depth = 7 +fold 3: acc. = 91.43 #leaves = 12 max. depth = 8 +fold 4: acc. = 87.14 #leaves = 16 max. depth = 8 +fold 5: acc. = 88.73 #leaves = 13 max. depth = 7 +***1***0.9142857***0.2935790*** +***2***0.8571429***0.2509440*** +***3***0.9142857***0.2759870*** +***4***0.8714286***0.2763850*** +***5***0.8873239***0.2535160*** +accuracy = 88.89 #leaves = 11.60 max depth = 7.00 + diff --git a/data/oc1output/ionosphere_1714.txt b/data/oc1output/ionosphere_1714.txt new file mode 100644 index 0000000..3432760 --- /dev/null +++ b/data/oc1output/ionosphere_1714.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/ionosphere.csv.dt. +Unpruned decision tree written to csv/ionosphere.csv.dt.unpruned. +fold 1: acc. = 85.71 #leaves = 2 max. depth = 1 +fold 2: acc. = 90.00 #leaves = 13 max. depth = 7 +fold 3: acc. = 82.86 #leaves = 12 max. depth = 6 +fold 4: acc. = 92.86 #leaves = 13 max. depth = 8 +fold 5: acc. = 87.32 #leaves = 12 max. depth = 6 +***1***0.8571429***0.2287950*** +***2***0.9000000***0.2510030*** +***3***0.8285714***0.2178160*** +***4***0.9285714***0.2893100*** +***5***0.8732395***0.2179370*** +accuracy = 87.75 #leaves = 10.40 max depth = 5.60 + diff --git a/data/oc1output/ionosphere_23.txt b/data/oc1output/ionosphere_23.txt new file mode 100644 index 0000000..2eb7067 --- /dev/null +++ b/data/oc1output/ionosphere_23.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/ionosphere.csv.dt. +Unpruned decision tree written to csv/ionosphere.csv.dt.unpruned. +fold 1: acc. = 87.14 #leaves = 5 max. depth = 4 +fold 2: acc. = 87.14 #leaves = 11 max. depth = 5 +fold 3: acc. = 92.86 #leaves = 13 max. depth = 7 +fold 4: acc. = 85.71 #leaves = 13 max. depth = 8 +fold 5: acc. = 88.73 #leaves = 13 max. depth = 8 +***1***0.8714286***0.2678040*** +***2***0.8714286***0.1928870*** +***3***0.9285714***0.2797070*** +***4***0.8571429***0.2659530*** +***5***0.8873239***0.2882130*** +accuracy = 88.32 #leaves = 11.00 max depth = 6.40 + diff --git a/data/oc1output/ionosphere_31.txt b/data/oc1output/ionosphere_31.txt new file mode 100644 index 0000000..0d60d2a --- /dev/null +++ b/data/oc1output/ionosphere_31.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/ionosphere.csv.dt. +Unpruned decision tree written to csv/ionosphere.csv.dt.unpruned. +fold 1: acc. = 87.14 #leaves = 3 max. depth = 2 +fold 2: acc. = 84.29 #leaves = 11 max. depth = 7 +fold 3: acc. = 87.14 #leaves = 14 max. depth = 8 +fold 4: acc. = 91.43 #leaves = 15 max. depth = 9 +fold 5: acc. = 85.92 #leaves = 12 max. depth = 7 +***1***0.8714286***0.2572800*** +***2***0.8428571***0.2603980*** +***3***0.8714286***0.2646050*** +***4***0.9142857***0.3123380*** +***5***0.8591549***0.2425150*** +accuracy = 87.18 #leaves = 11.00 max depth = 6.60 + diff --git a/data/oc1output/ionosphere_57.txt b/data/oc1output/ionosphere_57.txt new file mode 100644 index 0000000..25a78b7 --- /dev/null +++ b/data/oc1output/ionosphere_57.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/ionosphere.csv.dt. +Unpruned decision tree written to csv/ionosphere.csv.dt.unpruned. +fold 1: acc. = 94.29 #leaves = 4 max. depth = 3 +fold 2: acc. = 90.00 #leaves = 13 max. depth = 7 +fold 3: acc. = 92.86 #leaves = 10 max. depth = 8 +fold 4: acc. = 85.71 #leaves = 16 max. depth = 6 +fold 5: acc. = 87.32 #leaves = 19 max. depth = 8 +***1***0.9428571***0.2736380*** +***2***0.9000000***0.2567740*** +***3***0.9285714***0.3182860*** +***4***0.8571429***0.2054290*** +***5***0.8732395***0.2733680*** +accuracy = 90.03 #leaves = 12.40 max depth = 6.40 + diff --git a/data/oc1output/ionosphere_7.txt b/data/oc1output/ionosphere_7.txt new file mode 100644 index 0000000..5ac8daa --- /dev/null +++ b/data/oc1output/ionosphere_7.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/ionosphere.csv.dt. +Unpruned decision tree written to csv/ionosphere.csv.dt.unpruned. +fold 1: acc. = 88.57 #leaves = 6 max. depth = 5 +fold 2: acc. = 87.14 #leaves = 16 max. depth = 9 +fold 3: acc. = 80.00 #leaves = 15 max. depth = 8 +fold 4: acc. = 77.14 #leaves = 14 max. depth = 7 +fold 5: acc. = 88.73 #leaves = 10 max. depth = 8 +***1***0.8857143***0.3433530*** +***2***0.8714286***0.3089620*** +***3***0.8000000***0.2843620*** +***4***0.7714286***0.2583440*** +***5***0.8873239***0.2932260*** +accuracy = 84.33 #leaves = 12.20 max depth = 7.40 + diff --git a/data/oc1output/ionosphere_79.txt b/data/oc1output/ionosphere_79.txt new file mode 100644 index 0000000..ccdead1 --- /dev/null +++ b/data/oc1output/ionosphere_79.txt @@ -0,0 +1,15 @@ +Remapping class numbers: + 0 To 2 +Unpruned decision tree written to csv/ionosphere.csv.dt. +fold 1: acc. = 88.57 #leaves = 11 max. depth = 6 +fold 2: acc. = 85.71 #leaves = 12 max. depth = 7 +fold 3: acc. = 91.43 #leaves = 17 max. depth = 8 +fold 4: acc. = 84.29 #leaves = 17 max. depth = 8 +fold 5: acc. = 90.14 #leaves = 16 max. depth = 9 +***1***0.8857143***0.2198970*** +***2***0.8571429***0.2136300*** +***3***0.9142857***0.2660470*** +***4***0.8428571***0.2926880*** +***5***0.9014084***0.3206630*** +accuracy = 88.03 #leaves = 14.60 max depth = 7.60 + diff --git a/data/oc1output/ionosphere_83.txt b/data/oc1output/ionosphere_83.txt new file mode 100644 index 0000000..c86746e --- /dev/null +++ b/data/oc1output/ionosphere_83.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/ionosphere.csv.dt. +Unpruned decision tree written to csv/ionosphere.csv.dt.unpruned. +fold 1: acc. = 91.43 #leaves = 7 max. depth = 5 +fold 2: acc. = 90.00 #leaves = 13 max. depth = 6 +fold 3: acc. = 85.71 #leaves = 14 max. depth = 7 +fold 4: acc. = 80.00 #leaves = 12 max. depth = 7 +fold 5: acc. = 91.55 #leaves = 14 max. depth = 8 +***1***0.9142857***0.3013080*** +***2***0.9000000***0.2016120*** +***3***0.8571429***0.2449360*** +***4***0.8000000***0.2471860*** +***5***0.9154930***0.2707760*** +accuracy = 87.75 #leaves = 12.00 max depth = 6.60 + diff --git a/data/oc1output/ionosphere_97.txt b/data/oc1output/ionosphere_97.txt new file mode 100644 index 0000000..00bc997 --- /dev/null +++ b/data/oc1output/ionosphere_97.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/ionosphere.csv.dt. +Unpruned decision tree written to csv/ionosphere.csv.dt.unpruned. +fold 1: acc. = 80.00 #leaves = 3 max. depth = 2 +fold 2: acc. = 92.86 #leaves = 14 max. depth = 7 +fold 3: acc. = 92.86 #leaves = 12 max. depth = 9 +fold 4: acc. = 92.86 #leaves = 12 max. depth = 6 +fold 5: acc. = 91.55 #leaves = 19 max. depth = 7 +***1***0.8000000***0.2561880*** +***2***0.9285714***0.2491850*** +***3***0.9285714***0.2860450*** +***4***0.9285714***0.2160250*** +***5***0.9154930***0.2437150*** +accuracy = 90.03 #leaves = 12.00 max depth = 6.20 + diff --git a/data/oc1output/iris.txt b/data/oc1output/iris.txt deleted file mode 100755 index c1c457e..0000000 --- a/data/oc1output/iris.txt +++ /dev/null @@ -1,16 +0,0 @@ -Remapping class numbers: - 0 To 1 - 1 To 2 - 2 To 3 -Unpruned decision tree written to csv/iris.csv.dt. -fold 1: acc. = 90.00 #leaves = 3 max. depth = 2 -fold 2: acc. = 96.67 #leaves = 4 max. depth = 3 -fold 3: acc. = 93.33 #leaves = 5 max. depth = 4 -fold 4: acc. = 96.67 #leaves = 5 max. depth = 4 -fold 5: acc. = 93.33 #leaves = 5 max. depth = 4 -***1***0.9000000***0.0086640*** -***2***0.9666666***0.0196090*** -***3***0.9333333***0.0160130*** -***4***0.9666666***0.0185000*** -***5***0.9333333***0.0181000*** -accuracy = 94.00 #leaves = 4.40 max depth = 3.40 diff --git a/data/oc1output/iris_1.txt b/data/oc1output/iris_1.txt new file mode 100644 index 0000000..8e472f0 --- /dev/null +++ b/data/oc1output/iris_1.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/iris.csv.dt. +Unpruned decision tree written to csv/iris.csv.dt.unpruned. +fold 1: acc. = 96.67 #leaves = 3 max. depth = 2 +fold 2: acc. = 96.67 #leaves = 6 max. depth = 5 +fold 3: acc. = 90.00 #leaves = 4 max. depth = 3 +fold 4: acc. = 96.67 #leaves = 4 max. depth = 3 +fold 5: acc. = 96.67 #leaves = 6 max. depth = 5 +***1***0.9666666***0.0197950*** +***2***0.9666666***0.0213940*** +***3***0.9000000***0.0166470*** +***4***0.9666666***0.0161680*** +***5***0.9666666***0.0194520*** +accuracy = 95.33 #leaves = 4.60 max depth = 3.60 + diff --git a/data/oc1output/iris_17.txt b/data/oc1output/iris_17.txt new file mode 100644 index 0000000..f07f47f --- /dev/null +++ b/data/oc1output/iris_17.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/iris.csv.dt. +Unpruned decision tree written to csv/iris.csv.dt.unpruned. +fold 1: acc. = 96.67 #leaves = 3 max. depth = 2 +fold 2: acc. = 96.67 #leaves = 3 max. depth = 2 +fold 3: acc. = 93.33 #leaves = 3 max. depth = 2 +fold 4: acc. = 96.67 #leaves = 5 max. depth = 4 +fold 5: acc. = 93.33 #leaves = 5 max. depth = 4 +***1***0.9666666***0.0188610*** +***2***0.9666666***0.0124390*** +***3***0.9333333***0.0074130*** +***4***0.9666666***0.0173860*** +***5***0.9333333***0.0162120*** +accuracy = 95.33 #leaves = 3.80 max depth = 2.80 + diff --git a/data/oc1output/iris_1714.txt b/data/oc1output/iris_1714.txt new file mode 100644 index 0000000..d813eff --- /dev/null +++ b/data/oc1output/iris_1714.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/iris.csv.dt. +Unpruned decision tree written to csv/iris.csv.dt.unpruned. +fold 1: acc. = 100.00 #leaves = 3 max. depth = 2 +fold 2: acc. = 96.67 #leaves = 4 max. depth = 3 +fold 3: acc. = 96.67 #leaves = 6 max. depth = 5 +fold 4: acc. = 90.00 #leaves = 4 max. depth = 3 +fold 5: acc. = 73.33 #leaves = 5 max. depth = 4 +***1***1.0000000***0.0185640*** +***2***0.9666666***0.0143610*** +***3***0.9666666***0.0186160*** +***4***0.9000000***0.0174720*** +***5***0.7333333***0.0170100*** +accuracy = 91.33 #leaves = 4.40 max depth = 3.40 + diff --git a/data/oc1output/iris_23.txt b/data/oc1output/iris_23.txt new file mode 100644 index 0000000..d973fcc --- /dev/null +++ b/data/oc1output/iris_23.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/iris.csv.dt. +Unpruned decision tree written to csv/iris.csv.dt.unpruned. +fold 1: acc. = 96.67 #leaves = 3 max. depth = 2 +fold 2: acc. = 100.00 #leaves = 5 max. depth = 4 +fold 3: acc. = 96.67 #leaves = 4 max. depth = 3 +fold 4: acc. = 100.00 #leaves = 6 max. depth = 5 +fold 5: acc. = 100.00 #leaves = 6 max. depth = 5 +***1***0.9666666***0.0201290*** +***2***1.0000000***0.0156570*** +***3***0.9666666***0.0144770*** +***4***1.0000000***0.0181480*** +***5***1.0000000***0.0190980*** +accuracy = 98.67 #leaves = 4.80 max depth = 3.80 + diff --git a/data/oc1output/iris_31.txt b/data/oc1output/iris_31.txt new file mode 100644 index 0000000..b6d470e --- /dev/null +++ b/data/oc1output/iris_31.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/iris.csv.dt. +Unpruned decision tree written to csv/iris.csv.dt.unpruned. +fold 1: acc. = 96.67 #leaves = 3 max. depth = 2 +fold 2: acc. = 93.33 #leaves = 6 max. depth = 5 +fold 3: acc. = 96.67 #leaves = 4 max. depth = 3 +fold 4: acc. = 93.33 #leaves = 5 max. depth = 4 +fold 5: acc. = 93.33 #leaves = 5 max. depth = 4 +***1***0.9666666***0.0164220*** +***2***0.9333333***0.0168330*** +***3***0.9666666***0.0164910*** +***4***0.9333333***0.0177890*** +***5***0.9333333***0.0164950*** +accuracy = 94.67 #leaves = 4.60 max depth = 3.60 + diff --git a/data/oc1output/iris_57.txt b/data/oc1output/iris_57.txt new file mode 100644 index 0000000..395c803 --- /dev/null +++ b/data/oc1output/iris_57.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/iris.csv.dt. +Unpruned decision tree written to csv/iris.csv.dt.unpruned. +fold 1: acc. = 96.67 #leaves = 3 max. depth = 2 +fold 2: acc. = 96.67 #leaves = 4 max. depth = 3 +fold 3: acc. = 96.67 #leaves = 3 max. depth = 2 +fold 4: acc. = 93.33 #leaves = 5 max. depth = 4 +fold 5: acc. = 93.33 #leaves = 5 max. depth = 4 +***1***0.9666666***0.0162660*** +***2***0.9666666***0.0144100*** +***3***0.9666666***0.0142940*** +***4***0.9333333***0.0155760*** +***5***0.9333333***0.0211560*** +accuracy = 95.33 #leaves = 4.00 max depth = 3.00 + diff --git a/data/oc1output/iris_7.txt b/data/oc1output/iris_7.txt new file mode 100644 index 0000000..2a5ac17 --- /dev/null +++ b/data/oc1output/iris_7.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/iris.csv.dt. +Unpruned decision tree written to csv/iris.csv.dt.unpruned. +fold 1: acc. = 93.33 #leaves = 3 max. depth = 2 +fold 2: acc. = 90.00 #leaves = 6 max. depth = 5 +fold 3: acc. = 90.00 #leaves = 4 max. depth = 3 +fold 4: acc. = 93.33 #leaves = 3 max. depth = 2 +fold 5: acc. = 100.00 #leaves = 4 max. depth = 3 +***1***0.9333333***0.0100470*** +***2***0.9000000***0.0177210*** +***3***0.9000000***0.0147190*** +***4***0.9333333***0.0121900*** +***5***1.0000000***0.0155650*** +accuracy = 93.33 #leaves = 4.00 max depth = 3.00 + diff --git a/data/oc1output/iris_79.txt b/data/oc1output/iris_79.txt new file mode 100644 index 0000000..c3ed490 --- /dev/null +++ b/data/oc1output/iris_79.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/iris.csv.dt. +Unpruned decision tree written to csv/iris.csv.dt.unpruned. +fold 1: acc. = 100.00 #leaves = 3 max. depth = 2 +fold 2: acc. = 96.67 #leaves = 4 max. depth = 3 +fold 3: acc. = 93.33 #leaves = 3 max. depth = 2 +fold 4: acc. = 93.33 #leaves = 6 max. depth = 5 +fold 5: acc. = 90.00 #leaves = 5 max. depth = 4 +***1***1.0000000***0.0172780*** +***2***0.9666666***0.0158380*** +***3***0.9333333***0.0085110*** +***4***0.9333333***0.0194640*** +***5***0.9000000***0.0165720*** +accuracy = 94.67 #leaves = 4.20 max depth = 3.20 + diff --git a/data/oc1output/iris_83.txt b/data/oc1output/iris_83.txt new file mode 100644 index 0000000..b79ddd7 --- /dev/null +++ b/data/oc1output/iris_83.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/iris.csv.dt. +Unpruned decision tree written to csv/iris.csv.dt.unpruned. +fold 1: acc. = 100.00 #leaves = 3 max. depth = 2 +fold 2: acc. = 100.00 #leaves = 5 max. depth = 4 +fold 3: acc. = 100.00 #leaves = 4 max. depth = 3 +fold 4: acc. = 93.33 #leaves = 3 max. depth = 2 +fold 5: acc. = 86.67 #leaves = 4 max. depth = 3 +***1***1.0000000***0.0174810*** +***2***1.0000000***0.0171140*** +***3***1.0000000***0.0134620*** +***4***0.9333333***0.0122690*** +***5***0.8666666***0.0143100*** +accuracy = 96.00 #leaves = 3.80 max depth = 2.80 + diff --git a/data/oc1output/iris_97.txt b/data/oc1output/iris_97.txt new file mode 100644 index 0000000..1a46f85 --- /dev/null +++ b/data/oc1output/iris_97.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Unpruned decision tree written to csv/iris.csv.dt. +fold 1: acc. = 90.00 #leaves = 6 max. depth = 5 +fold 2: acc. = 100.00 #leaves = 6 max. depth = 5 +fold 3: acc. = 93.33 #leaves = 5 max. depth = 4 +fold 4: acc. = 96.67 #leaves = 6 max. depth = 5 +fold 5: acc. = 86.67 #leaves = 4 max. depth = 3 +***1***0.9000000***0.0214630*** +***2***1.0000000***0.0203150*** +***3***0.9333333***0.0195640*** +***4***0.9666666***0.0182340*** +***5***0.8666666***0.0129430*** +accuracy = 93.33 #leaves = 5.40 max depth = 4.40 + diff --git a/data/oc1output/led-display.txt b/data/oc1output/led-display.txt deleted file mode 100755 index 516aa77..0000000 --- a/data/oc1output/led-display.txt +++ /dev/null @@ -1,23 +0,0 @@ -Remapping class numbers: - 7 To 1 - 5 To 3 - 0 To 4 - 4 To 5 - 9 To 6 - 8 To 7 - 6 To 8 - 3 To 9 - 1 To 10 -Pruned decision tree written to csv/led-display.csv.dt. -Unpruned decision tree written to csv/led-display.csv.dt.unpruned. -fold 1: acc. = 66.50 #leaves = 14 max. depth = 6 -fold 2: acc. = 74.50 #leaves = 61 max. depth = 9 -fold 3: acc. = 68.00 #leaves = 61 max. depth = 8 -fold 4: acc. = 63.50 #leaves = 62 max. depth = 8 -fold 5: acc. = 67.50 #leaves = 59 max. depth = 8 -***1***0.6650000***0.2958990*** -***2***0.7450000***0.2937330*** -***3***0.6800000***0.3029850*** -***4***0.6350000***0.2929900*** -***5***0.6750000***0.2843340*** -accuracy = 68.00 #leaves = 51.40 max depth = 7.80 diff --git a/data/oc1output/led-display_1.txt b/data/oc1output/led-display_1.txt new file mode 100644 index 0000000..58c9716 --- /dev/null +++ b/data/oc1output/led-display_1.txt @@ -0,0 +1,24 @@ +Remapping class numbers: + 7 To 1 + 5 To 3 + 0 To 4 + 4 To 5 + 9 To 6 + 8 To 7 + 6 To 8 + 3 To 9 + 1 To 10 +Pruned decision tree written to csv/led-display.csv.dt. +Unpruned decision tree written to csv/led-display.csv.dt.unpruned. +fold 1: acc. = 70.00 #leaves = 59 max. depth = 8 +fold 2: acc. = 67.00 #leaves = 66 max. depth = 8 +fold 3: acc. = 73.00 #leaves = 61 max. depth = 9 +fold 4: acc. = 67.50 #leaves = 67 max. depth = 8 +fold 5: acc. = 66.50 #leaves = 65 max. depth = 8 +***1***0.7000000***0.2958760*** +***2***0.6700000***0.2772390*** +***3***0.7300000***0.2901450*** +***4***0.6750000***0.2824290*** +***5***0.6650000***0.2766410*** +accuracy = 68.80 #leaves = 63.60 max depth = 8.20 + diff --git a/data/oc1output/led-display_17.txt b/data/oc1output/led-display_17.txt new file mode 100644 index 0000000..6d423fe --- /dev/null +++ b/data/oc1output/led-display_17.txt @@ -0,0 +1,24 @@ +Remapping class numbers: + 7 To 1 + 5 To 3 + 0 To 4 + 4 To 5 + 9 To 6 + 8 To 7 + 6 To 8 + 3 To 9 + 1 To 10 +Pruned decision tree written to csv/led-display.csv.dt. +Unpruned decision tree written to csv/led-display.csv.dt.unpruned. +fold 1: acc. = 71.50 #leaves = 48 max. depth = 8 +fold 2: acc. = 72.50 #leaves = 66 max. depth = 9 +fold 3: acc. = 65.50 #leaves = 64 max. depth = 8 +fold 4: acc. = 67.50 #leaves = 60 max. depth = 8 +fold 5: acc. = 71.00 #leaves = 63 max. depth = 8 +***1***0.7150000***0.2714630*** +***2***0.7250000***0.2812390*** +***3***0.6550000***0.2937010*** +***4***0.6750000***0.2852700*** +***5***0.7100000***0.2682450*** +accuracy = 69.60 #leaves = 60.20 max depth = 8.20 + diff --git a/data/oc1output/led-display_1714.txt b/data/oc1output/led-display_1714.txt new file mode 100644 index 0000000..e65d7ef --- /dev/null +++ b/data/oc1output/led-display_1714.txt @@ -0,0 +1,24 @@ +Remapping class numbers: + 7 To 1 + 5 To 3 + 0 To 4 + 4 To 5 + 9 To 6 + 8 To 7 + 6 To 8 + 3 To 9 + 1 To 10 +Pruned decision tree written to csv/led-display.csv.dt. +Unpruned decision tree written to csv/led-display.csv.dt.unpruned. +fold 1: acc. = 67.50 #leaves = 12 max. depth = 4 +fold 2: acc. = 72.50 #leaves = 65 max. depth = 8 +fold 3: acc. = 71.50 #leaves = 66 max. depth = 8 +fold 4: acc. = 73.00 #leaves = 64 max. depth = 8 +fold 5: acc. = 66.00 #leaves = 59 max. depth = 8 +***1***0.6750000***0.2759500*** +***2***0.7250000***0.3045380*** +***3***0.7150000***0.2785240*** +***4***0.7300000***0.2825840*** +***5***0.6600000***0.2968710*** +accuracy = 70.10 #leaves = 53.20 max depth = 7.20 + diff --git a/data/oc1output/led-display_23.txt b/data/oc1output/led-display_23.txt new file mode 100644 index 0000000..b9fb088 --- /dev/null +++ b/data/oc1output/led-display_23.txt @@ -0,0 +1,24 @@ +Remapping class numbers: + 7 To 1 + 5 To 3 + 0 To 4 + 4 To 5 + 9 To 6 + 8 To 7 + 6 To 8 + 3 To 9 + 1 To 10 +Pruned decision tree written to csv/led-display.csv.dt. +Unpruned decision tree written to csv/led-display.csv.dt.unpruned. +fold 1: acc. = 69.00 #leaves = 23 max. depth = 6 +fold 2: acc. = 69.50 #leaves = 60 max. depth = 9 +fold 3: acc. = 71.00 #leaves = 58 max. depth = 8 +fold 4: acc. = 68.50 #leaves = 62 max. depth = 8 +fold 5: acc. = 73.00 #leaves = 58 max. depth = 8 +***1***0.6900000***0.2855380*** +***2***0.6950000***0.3376120*** +***3***0.7100000***0.2959710*** +***4***0.6850000***0.3023070*** +***5***0.7300000***0.2896600*** +accuracy = 70.20 #leaves = 52.20 max depth = 7.80 + diff --git a/data/oc1output/led-display_31.txt b/data/oc1output/led-display_31.txt new file mode 100644 index 0000000..d10e777 --- /dev/null +++ b/data/oc1output/led-display_31.txt @@ -0,0 +1,24 @@ +Remapping class numbers: + 7 To 1 + 5 To 3 + 0 To 4 + 4 To 5 + 9 To 6 + 8 To 7 + 6 To 8 + 3 To 9 + 1 To 10 +Pruned decision tree written to csv/led-display.csv.dt. +Unpruned decision tree written to csv/led-display.csv.dt.unpruned. +fold 1: acc. = 69.50 #leaves = 23 max. depth = 7 +fold 2: acc. = 67.50 #leaves = 60 max. depth = 8 +fold 3: acc. = 71.00 #leaves = 61 max. depth = 8 +fold 4: acc. = 72.50 #leaves = 64 max. depth = 8 +fold 5: acc. = 70.50 #leaves = 59 max. depth = 9 +***1***0.6950000***0.3006070*** +***2***0.6750000***0.2898070*** +***3***0.7100000***0.2797930*** +***4***0.7250000***0.2902420*** +***5***0.7050000***0.2875310*** +accuracy = 70.20 #leaves = 53.40 max depth = 8.00 + diff --git a/data/oc1output/led-display_57.txt b/data/oc1output/led-display_57.txt new file mode 100644 index 0000000..e06ea23 --- /dev/null +++ b/data/oc1output/led-display_57.txt @@ -0,0 +1,24 @@ +Remapping class numbers: + 7 To 1 + 5 To 3 + 0 To 4 + 4 To 5 + 9 To 6 + 8 To 7 + 6 To 8 + 3 To 9 + 1 To 10 +Pruned decision tree written to csv/led-display.csv.dt. +Unpruned decision tree written to csv/led-display.csv.dt.unpruned. +fold 1: acc. = 67.50 #leaves = 25 max. depth = 6 +fold 2: acc. = 65.00 #leaves = 62 max. depth = 8 +fold 3: acc. = 73.50 #leaves = 67 max. depth = 9 +fold 4: acc. = 64.00 #leaves = 61 max. depth = 8 +fold 5: acc. = 79.00 #leaves = 65 max. depth = 9 +***1***0.6750000***0.2826950*** +***2***0.6500000***0.2972100*** +***3***0.7350000***0.3202990*** +***4***0.6400000***0.2912910*** +***5***0.7900000***0.3007450*** +accuracy = 69.80 #leaves = 56.00 max depth = 8.00 + diff --git a/data/oc1output/led-display_7.txt b/data/oc1output/led-display_7.txt new file mode 100644 index 0000000..25658a4 --- /dev/null +++ b/data/oc1output/led-display_7.txt @@ -0,0 +1,24 @@ +Remapping class numbers: + 7 To 1 + 5 To 3 + 0 To 4 + 4 To 5 + 9 To 6 + 8 To 7 + 6 To 8 + 3 To 9 + 1 To 10 +Pruned decision tree written to csv/led-display.csv.dt. +Unpruned decision tree written to csv/led-display.csv.dt.unpruned. +fold 1: acc. = 64.50 #leaves = 10 max. depth = 4 +fold 2: acc. = 73.00 #leaves = 57 max. depth = 8 +fold 3: acc. = 73.00 #leaves = 63 max. depth = 8 +fold 4: acc. = 71.50 #leaves = 64 max. depth = 9 +fold 5: acc. = 68.00 #leaves = 62 max. depth = 9 +***1***0.6450000***0.2848420*** +***2***0.7300000***0.2843730*** +***3***0.7300000***0.2664610*** +***4***0.7150000***0.2676950*** +***5***0.6800000***0.2904040*** +accuracy = 70.00 #leaves = 51.20 max depth = 7.60 + diff --git a/data/oc1output/led-display_79.txt b/data/oc1output/led-display_79.txt new file mode 100644 index 0000000..8633f41 --- /dev/null +++ b/data/oc1output/led-display_79.txt @@ -0,0 +1,24 @@ +Remapping class numbers: + 7 To 1 + 5 To 3 + 0 To 4 + 4 To 5 + 9 To 6 + 8 To 7 + 6 To 8 + 3 To 9 + 1 To 10 +Pruned decision tree written to csv/led-display.csv.dt. +Unpruned decision tree written to csv/led-display.csv.dt.unpruned. +fold 1: acc. = 71.00 #leaves = 17 max. depth = 6 +fold 2: acc. = 69.50 #leaves = 59 max. depth = 8 +fold 3: acc. = 67.50 #leaves = 59 max. depth = 8 +fold 4: acc. = 69.50 #leaves = 61 max. depth = 8 +fold 5: acc. = 75.00 #leaves = 64 max. depth = 8 +***1***0.7100000***0.2976560*** +***2***0.6950000***0.2912950*** +***3***0.6750000***0.2868290*** +***4***0.6950000***0.3013750*** +***5***0.7500000***0.2871720*** +accuracy = 70.50 #leaves = 52.00 max depth = 7.60 + diff --git a/data/oc1output/led-display_83.txt b/data/oc1output/led-display_83.txt new file mode 100644 index 0000000..8fa3ffc --- /dev/null +++ b/data/oc1output/led-display_83.txt @@ -0,0 +1,24 @@ +Remapping class numbers: + 7 To 1 + 5 To 3 + 0 To 4 + 4 To 5 + 9 To 6 + 8 To 7 + 6 To 8 + 3 To 9 + 1 To 10 +Pruned decision tree written to csv/led-display.csv.dt. +Unpruned decision tree written to csv/led-display.csv.dt.unpruned. +fold 1: acc. = 70.00 #leaves = 11 max. depth = 4 +fold 2: acc. = 71.50 #leaves = 62 max. depth = 8 +fold 3: acc. = 67.00 #leaves = 63 max. depth = 8 +fold 4: acc. = 71.00 #leaves = 63 max. depth = 9 +fold 5: acc. = 70.00 #leaves = 58 max. depth = 9 +***1***0.7000000***0.2983240*** +***2***0.7150000***0.3026240*** +***3***0.6700000***0.2808450*** +***4***0.7100000***0.3043430*** +***5***0.7000000***0.3042710*** +accuracy = 69.90 #leaves = 51.40 max depth = 7.60 + diff --git a/data/oc1output/led-display_97.txt b/data/oc1output/led-display_97.txt new file mode 100644 index 0000000..e31d3f1 --- /dev/null +++ b/data/oc1output/led-display_97.txt @@ -0,0 +1,24 @@ +Remapping class numbers: + 7 To 1 + 5 To 3 + 0 To 4 + 4 To 5 + 9 To 6 + 8 To 7 + 6 To 8 + 3 To 9 + 1 To 10 +Pruned decision tree written to csv/led-display.csv.dt. +Unpruned decision tree written to csv/led-display.csv.dt.unpruned. +fold 1: acc. = 70.50 #leaves = 10 max. depth = 4 +fold 2: acc. = 64.00 #leaves = 60 max. depth = 7 +fold 3: acc. = 71.00 #leaves = 64 max. depth = 8 +fold 4: acc. = 71.00 #leaves = 63 max. depth = 8 +fold 5: acc. = 74.50 #leaves = 62 max. depth = 8 +***1***0.7050000***0.2820400*** +***2***0.6400000***0.2748950*** +***3***0.7100000***0.3047280*** +***4***0.7100000***0.3051100*** +***5***0.7450000***0.2969290*** +accuracy = 70.20 #leaves = 51.80 max depth = 7.00 + diff --git a/data/oc1output/libras.txt b/data/oc1output/libras.txt deleted file mode 100755 index c04058d..0000000 --- a/data/oc1output/libras.txt +++ /dev/null @@ -1,29 +0,0 @@ -Remapping class numbers: - 0 To 1 - 1 To 2 - 2 To 3 - 3 To 4 - 4 To 5 - 5 To 6 - 6 To 7 - 7 To 8 - 8 To 9 - 9 To 10 - 10 To 11 - 11 To 12 - 12 To 13 - 13 To 14 - 14 To 15 -Pruned decision tree written to csv/libras.csv.dt. -Unpruned decision tree written to csv/libras.csv.dt.unpruned. -fold 1: acc. = 65.28 #leaves = 22 max. depth = 6 -fold 2: acc. = 58.33 #leaves = 61 max. depth = 9 -fold 3: acc. = 61.11 #leaves = 57 max. depth = 8 -fold 4: acc. = 62.50 #leaves = 61 max. depth = 9 -fold 5: acc. = 62.50 #leaves = 62 max. depth = 10 -***1***0.6527778***0.5560350*** -***2***0.5833333***0.4794660*** -***3***0.6111111***0.4998640*** -***4***0.6250000***0.5034040*** -***5***0.6250000***0.5128320*** -accuracy = 61.94 #leaves = 52.60 max depth = 8.40 diff --git a/data/oc1output/libras_1.txt b/data/oc1output/libras_1.txt new file mode 100644 index 0000000..ce743bb --- /dev/null +++ b/data/oc1output/libras_1.txt @@ -0,0 +1,30 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 + 3 To 4 + 4 To 5 + 5 To 6 + 6 To 7 + 7 To 8 + 8 To 9 + 9 To 10 + 10 To 11 + 11 To 12 + 12 To 13 + 13 To 14 + 14 To 15 +Pruned decision tree written to csv/libras.csv.dt. +Unpruned decision tree written to csv/libras.csv.dt.unpruned. +fold 1: acc. = 58.33 #leaves = 19 max. depth = 7 +fold 2: acc. = 59.72 #leaves = 59 max. depth = 10 +fold 3: acc. = 70.83 #leaves = 58 max. depth = 10 +fold 4: acc. = 72.22 #leaves = 57 max. depth = 9 +fold 5: acc. = 62.50 #leaves = 63 max. depth = 8 +***1***0.5833333***0.5551520*** +***2***0.5972222***0.5538430*** +***3***0.7083334***0.5443530*** +***4***0.7222222***0.5416410*** +***5***0.6250000***0.6309650*** +accuracy = 64.72 #leaves = 51.20 max depth = 8.80 + diff --git a/data/oc1output/libras_17.txt b/data/oc1output/libras_17.txt new file mode 100644 index 0000000..4ccbabe --- /dev/null +++ b/data/oc1output/libras_17.txt @@ -0,0 +1,30 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 + 3 To 4 + 4 To 5 + 5 To 6 + 6 To 7 + 7 To 8 + 8 To 9 + 9 To 10 + 10 To 11 + 11 To 12 + 12 To 13 + 13 To 14 + 14 To 15 +Pruned decision tree written to csv/libras.csv.dt. +Unpruned decision tree written to csv/libras.csv.dt.unpruned. +fold 1: acc. = 54.17 #leaves = 32 max. depth = 8 +fold 2: acc. = 70.83 #leaves = 58 max. depth = 10 +fold 3: acc. = 55.56 #leaves = 62 max. depth = 10 +fold 4: acc. = 68.06 #leaves = 66 max. depth = 8 +fold 5: acc. = 62.50 #leaves = 60 max. depth = 8 +***1***0.5416667***0.5479460*** +***2***0.7083334***0.5029760*** +***3***0.5555556***0.4601770*** +***4***0.6805556***0.5843740*** +***5***0.6250000***0.5072110*** +accuracy = 62.22 #leaves = 55.60 max depth = 8.80 + diff --git a/data/oc1output/libras_1714.txt b/data/oc1output/libras_1714.txt new file mode 100644 index 0000000..ac30ace --- /dev/null +++ b/data/oc1output/libras_1714.txt @@ -0,0 +1,30 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 + 3 To 4 + 4 To 5 + 5 To 6 + 6 To 7 + 7 To 8 + 8 To 9 + 9 To 10 + 10 To 11 + 11 To 12 + 12 To 13 + 13 To 14 + 14 To 15 +Pruned decision tree written to csv/libras.csv.dt. +Unpruned decision tree written to csv/libras.csv.dt.unpruned. +fold 1: acc. = 68.06 #leaves = 30 max. depth = 7 +fold 2: acc. = 54.17 #leaves = 65 max. depth = 9 +fold 3: acc. = 66.67 #leaves = 61 max. depth = 9 +fold 4: acc. = 62.50 #leaves = 66 max. depth = 8 +fold 5: acc. = 72.22 #leaves = 59 max. depth = 9 +***1***0.6805556***0.6177150*** +***2***0.5416667***0.5855280*** +***3***0.6666666***0.5311870*** +***4***0.6250000***0.5854200*** +***5***0.7222222***0.5870320*** +accuracy = 64.72 #leaves = 56.20 max depth = 8.40 + diff --git a/data/oc1output/libras_23.txt b/data/oc1output/libras_23.txt new file mode 100644 index 0000000..a4c9901 --- /dev/null +++ b/data/oc1output/libras_23.txt @@ -0,0 +1,29 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 + 3 To 4 + 4 To 5 + 5 To 6 + 6 To 7 + 7 To 8 + 8 To 9 + 9 To 10 + 10 To 11 + 11 To 12 + 12 To 13 + 13 To 14 + 14 To 15 +Unpruned decision tree written to csv/libras.csv.dt. +fold 1: acc. = 66.67 #leaves = 61 max. depth = 10 +fold 2: acc. = 62.50 #leaves = 59 max. depth = 10 +fold 3: acc. = 58.33 #leaves = 62 max. depth = 9 +fold 4: acc. = 65.28 #leaves = 58 max. depth = 9 +fold 5: acc. = 68.06 #leaves = 62 max. depth = 10 +***1***0.6666666***0.5929700*** +***2***0.6250000***0.5104420*** +***3***0.5833333***0.5209920*** +***4***0.6527778***0.8835140*** +***5***0.6805556***0.5321220*** +accuracy = 64.17 #leaves = 60.40 max depth = 9.60 + diff --git a/data/oc1output/libras_31.txt b/data/oc1output/libras_31.txt new file mode 100644 index 0000000..87e70fd --- /dev/null +++ b/data/oc1output/libras_31.txt @@ -0,0 +1,30 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 + 3 To 4 + 4 To 5 + 5 To 6 + 6 To 7 + 7 To 8 + 8 To 9 + 9 To 10 + 10 To 11 + 11 To 12 + 12 To 13 + 13 To 14 + 14 To 15 +Pruned decision tree written to csv/libras.csv.dt. +Unpruned decision tree written to csv/libras.csv.dt.unpruned. +fold 1: acc. = 65.28 #leaves = 21 max. depth = 7 +fold 2: acc. = 56.94 #leaves = 59 max. depth = 9 +fold 3: acc. = 43.06 #leaves = 62 max. depth = 9 +fold 4: acc. = 56.94 #leaves = 70 max. depth = 10 +fold 5: acc. = 69.44 #leaves = 58 max. depth = 10 +***1***0.6527778***0.5213270*** +***2***0.5694444***0.5322970*** +***3***0.4305556***0.6154930*** +***4***0.5694444***0.4745730*** +***5***0.6944444***0.5692700*** +accuracy = 58.33 #leaves = 54.00 max depth = 9.00 + diff --git a/data/oc1output/libras_57.txt b/data/oc1output/libras_57.txt new file mode 100644 index 0000000..3b9ab83 --- /dev/null +++ b/data/oc1output/libras_57.txt @@ -0,0 +1,29 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 + 3 To 4 + 4 To 5 + 5 To 6 + 6 To 7 + 7 To 8 + 8 To 9 + 9 To 10 + 10 To 11 + 11 To 12 + 12 To 13 + 13 To 14 + 14 To 15 +Unpruned decision tree written to csv/libras.csv.dt. +fold 1: acc. = 72.22 #leaves = 59 max. depth = 9 +fold 2: acc. = 68.06 #leaves = 62 max. depth = 9 +fold 3: acc. = 66.67 #leaves = 61 max. depth = 9 +fold 4: acc. = 75.00 #leaves = 63 max. depth = 10 +fold 5: acc. = 63.89 #leaves = 64 max. depth = 9 +***1***0.7222222***0.5750340*** +***2***0.6805556***0.4980120*** +***3***0.6666666***0.9370280*** +***4***0.7500000***0.4562470*** +***5***0.6388889***0.4792960*** +accuracy = 69.17 #leaves = 61.80 max depth = 9.20 + diff --git a/data/oc1output/libras_7.txt b/data/oc1output/libras_7.txt new file mode 100644 index 0000000..17c9d02 --- /dev/null +++ b/data/oc1output/libras_7.txt @@ -0,0 +1,30 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 + 3 To 4 + 4 To 5 + 5 To 6 + 6 To 7 + 7 To 8 + 8 To 9 + 9 To 10 + 10 To 11 + 11 To 12 + 12 To 13 + 13 To 14 + 14 To 15 +Pruned decision tree written to csv/libras.csv.dt. +Unpruned decision tree written to csv/libras.csv.dt.unpruned. +fold 1: acc. = 65.28 #leaves = 66 max. depth = 8 +fold 2: acc. = 58.33 #leaves = 65 max. depth = 9 +fold 3: acc. = 61.11 #leaves = 61 max. depth = 9 +fold 4: acc. = 69.44 #leaves = 60 max. depth = 10 +fold 5: acc. = 70.83 #leaves = 56 max. depth = 9 +***1***0.6527778***0.4841020*** +***2***0.5833333***0.4921780*** +***3***0.6111111***0.6033170*** +***4***0.6944444***0.5842250*** +***5***0.7083334***0.4914290*** +accuracy = 65.00 #leaves = 61.60 max depth = 9.00 + diff --git a/data/oc1output/libras_79.txt b/data/oc1output/libras_79.txt new file mode 100644 index 0000000..5e9d8e2 --- /dev/null +++ b/data/oc1output/libras_79.txt @@ -0,0 +1,30 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 + 3 To 4 + 4 To 5 + 5 To 6 + 6 To 7 + 7 To 8 + 8 To 9 + 9 To 10 + 10 To 11 + 11 To 12 + 12 To 13 + 13 To 14 + 14 To 15 +Pruned decision tree written to csv/libras.csv.dt. +Unpruned decision tree written to csv/libras.csv.dt.unpruned. +fold 1: acc. = 56.94 #leaves = 34 max. depth = 8 +fold 2: acc. = 62.50 #leaves = 58 max. depth = 9 +fold 3: acc. = 69.44 #leaves = 64 max. depth = 8 +fold 4: acc. = 77.78 #leaves = 53 max. depth = 8 +fold 5: acc. = 61.11 #leaves = 51 max. depth = 8 +***1***0.5694444***0.5057970*** +***2***0.6250000***0.5354580*** +***3***0.6944444***0.6547310*** +***4***0.7777778***0.6355450*** +***5***0.6111111***0.5308300*** +accuracy = 65.56 #leaves = 52.00 max depth = 8.20 + diff --git a/data/oc1output/libras_83.txt b/data/oc1output/libras_83.txt new file mode 100644 index 0000000..f3d4507 --- /dev/null +++ b/data/oc1output/libras_83.txt @@ -0,0 +1,30 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 + 3 To 4 + 4 To 5 + 5 To 6 + 6 To 7 + 7 To 8 + 8 To 9 + 9 To 10 + 10 To 11 + 11 To 12 + 12 To 13 + 13 To 14 + 14 To 15 +Pruned decision tree written to csv/libras.csv.dt. +Unpruned decision tree written to csv/libras.csv.dt.unpruned. +fold 1: acc. = 66.67 #leaves = 31 max. depth = 8 +fold 2: acc. = 65.28 #leaves = 63 max. depth = 9 +fold 3: acc. = 63.89 #leaves = 63 max. depth = 10 +fold 4: acc. = 62.50 #leaves = 65 max. depth = 9 +fold 5: acc. = 62.50 #leaves = 67 max. depth = 10 +***1***0.6666666***0.5467040*** +***2***0.6527778***0.5467320*** +***3***0.6388889***0.5491240*** +***4***0.6250000***0.5951090*** +***5***0.6250000***0.4619280*** +accuracy = 64.17 #leaves = 57.80 max depth = 9.20 + diff --git a/data/oc1output/libras_97.txt b/data/oc1output/libras_97.txt new file mode 100644 index 0000000..262bc10 --- /dev/null +++ b/data/oc1output/libras_97.txt @@ -0,0 +1,29 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 + 3 To 4 + 4 To 5 + 5 To 6 + 6 To 7 + 7 To 8 + 8 To 9 + 9 To 10 + 10 To 11 + 11 To 12 + 12 To 13 + 13 To 14 + 14 To 15 +Unpruned decision tree written to csv/libras.csv.dt. +fold 1: acc. = 68.06 #leaves = 63 max. depth = 9 +fold 2: acc. = 63.89 #leaves = 55 max. depth = 9 +fold 3: acc. = 66.67 #leaves = 56 max. depth = 9 +fold 4: acc. = 66.67 #leaves = 67 max. depth = 12 +fold 5: acc. = 69.44 #leaves = 55 max. depth = 9 +***1***0.6805556***0.5096920*** +***2***0.6388889***0.5349730*** +***3***0.6666666***0.9933270*** +***4***0.6666666***0.5504850*** +***5***0.6944444***0.5882030*** +accuracy = 66.94 #leaves = 59.20 max depth = 9.60 + diff --git a/data/oc1output/low-res-spect.txt b/data/oc1output/low-res-spect.txt deleted file mode 100755 index 361921a..0000000 --- a/data/oc1output/low-res-spect.txt +++ /dev/null @@ -1,22 +0,0 @@ -Remapping class numbers: - 7 To 2 - 8 To 3 - 0 To 4 - 3 To 5 - 2 To 6 - 6 To 7 - 5 To 8 - 4 To 9 -Pruned decision tree written to csv/low-res-spect.csv.dt. -Unpruned decision tree written to csv/low-res-spect.csv.dt.unpruned. -fold 1: acc. = 76.42 #leaves = 9 max. depth = 5 -fold 2: acc. = 85.85 #leaves = 35 max. depth = 8 -fold 3: acc. = 84.91 #leaves = 34 max. depth = 7 -fold 4: acc. = 83.96 #leaves = 35 max. depth = 8 -fold 5: acc. = 83.18 #leaves = 36 max. depth = 7 -***1***0.7641509***1.2043350*** -***2***0.8584906***1.1595670*** -***3***0.8490566***1.1684390*** -***4***0.8396227***1.2747610*** -***5***0.8317757***1.1951160*** -accuracy = 82.86 #leaves = 29.80 max depth = 7.00 diff --git a/data/oc1output/low-res-spect_1.txt b/data/oc1output/low-res-spect_1.txt new file mode 100644 index 0000000..f2b721f --- /dev/null +++ b/data/oc1output/low-res-spect_1.txt @@ -0,0 +1,23 @@ +Remapping class numbers: + 7 To 2 + 8 To 3 + 0 To 4 + 3 To 5 + 2 To 6 + 6 To 7 + 5 To 8 + 4 To 9 +Pruned decision tree written to csv/low-res-spect.csv.dt. +Unpruned decision tree written to csv/low-res-spect.csv.dt.unpruned. +fold 1: acc. = 84.91 #leaves = 31 max. depth = 7 +fold 2: acc. = 75.47 #leaves = 36 max. depth = 7 +fold 3: acc. = 88.68 #leaves = 32 max. depth = 7 +fold 4: acc. = 74.53 #leaves = 33 max. depth = 7 +fold 5: acc. = 85.05 #leaves = 34 max. depth = 9 +***1***0.8490566***1.2178700*** +***2***0.7547169***1.3234110*** +***3***0.8867924***1.4543070*** +***4***0.7452831***1.3991270*** +***5***0.8504673***1.0019890*** +accuracy = 81.73 #leaves = 33.20 max depth = 7.40 + diff --git a/data/oc1output/low-res-spect_17.txt b/data/oc1output/low-res-spect_17.txt new file mode 100644 index 0000000..57c73e5 --- /dev/null +++ b/data/oc1output/low-res-spect_17.txt @@ -0,0 +1,23 @@ +Remapping class numbers: + 7 To 2 + 8 To 3 + 0 To 4 + 3 To 5 + 2 To 6 + 6 To 7 + 5 To 8 + 4 To 9 +Pruned decision tree written to csv/low-res-spect.csv.dt. +Unpruned decision tree written to csv/low-res-spect.csv.dt.unpruned. +fold 1: acc. = 83.96 #leaves = 19 max. depth = 7 +fold 2: acc. = 81.13 #leaves = 29 max. depth = 8 +fold 3: acc. = 83.02 #leaves = 39 max. depth = 9 +fold 4: acc. = 84.91 #leaves = 34 max. depth = 8 +fold 5: acc. = 85.98 #leaves = 36 max. depth = 9 +***1***0.8396227***1.0750470*** +***2***0.8113207***1.0652820*** +***3***0.8301887***1.4306830*** +***4***0.8490566***0.9565500*** +***5***0.8598131***1.1229440*** +accuracy = 83.80 #leaves = 31.40 max depth = 8.20 + diff --git a/data/oc1output/low-res-spect_1714.txt b/data/oc1output/low-res-spect_1714.txt new file mode 100644 index 0000000..75166aa --- /dev/null +++ b/data/oc1output/low-res-spect_1714.txt @@ -0,0 +1,23 @@ +Remapping class numbers: + 7 To 2 + 8 To 3 + 0 To 4 + 3 To 5 + 2 To 6 + 6 To 7 + 5 To 8 + 4 To 9 +Pruned decision tree written to csv/low-res-spect.csv.dt. +Unpruned decision tree written to csv/low-res-spect.csv.dt.unpruned. +fold 1: acc. = 87.74 #leaves = 12 max. depth = 6 +fold 2: acc. = 82.08 #leaves = 35 max. depth = 8 +fold 3: acc. = 88.68 #leaves = 36 max. depth = 8 +fold 4: acc. = 78.30 #leaves = 28 max. depth = 8 +fold 5: acc. = 80.37 #leaves = 30 max. depth = 8 +***1***0.8773585***1.2322670*** +***2***0.8207547***0.9758080*** +***3***0.8867924***0.9148870*** +***4***0.7830189***0.8970550*** +***5***0.8037384***1.3342620*** +accuracy = 83.43 #leaves = 28.20 max depth = 7.60 + diff --git a/data/oc1output/low-res-spect_23.txt b/data/oc1output/low-res-spect_23.txt new file mode 100644 index 0000000..275e2be --- /dev/null +++ b/data/oc1output/low-res-spect_23.txt @@ -0,0 +1,23 @@ +Remapping class numbers: + 7 To 2 + 8 To 3 + 0 To 4 + 3 To 5 + 2 To 6 + 6 To 7 + 5 To 8 + 4 To 9 +Pruned decision tree written to csv/low-res-spect.csv.dt. +Unpruned decision tree written to csv/low-res-spect.csv.dt.unpruned. +fold 1: acc. = 83.02 #leaves = 5 max. depth = 4 +fold 2: acc. = 78.30 #leaves = 31 max. depth = 8 +fold 3: acc. = 83.96 #leaves = 34 max. depth = 8 +fold 4: acc. = 89.62 #leaves = 38 max. depth = 8 +fold 5: acc. = 79.44 #leaves = 34 max. depth = 9 +***1***0.8301887***1.1438110*** +***2***0.7830189***1.1468700*** +***3***0.8396227***1.4370700*** +***4***0.8962264***1.0061890*** +***5***0.7943925***1.1741150*** +accuracy = 82.86 #leaves = 28.40 max depth = 7.40 + diff --git a/data/oc1output/low-res-spect_31.txt b/data/oc1output/low-res-spect_31.txt new file mode 100644 index 0000000..ba62f67 --- /dev/null +++ b/data/oc1output/low-res-spect_31.txt @@ -0,0 +1,22 @@ +Remapping class numbers: + 7 To 2 + 8 To 3 + 0 To 4 + 3 To 5 + 2 To 6 + 6 To 7 + 5 To 8 + 4 To 9 +Unpruned decision tree written to csv/low-res-spect.csv.dt. +fold 1: acc. = 76.42 #leaves = 31 max. depth = 8 +fold 2: acc. = 81.13 #leaves = 37 max. depth = 8 +fold 3: acc. = 83.02 #leaves = 37 max. depth = 8 +fold 4: acc. = 79.25 #leaves = 35 max. depth = 7 +fold 5: acc. = 82.24 #leaves = 32 max. depth = 7 +***1***0.7641509***1.0439320*** +***2***0.8113207***1.1761630*** +***3***0.8301887***1.2931500*** +***4***0.7924529***0.8982450*** +***5***0.8224299***1.1886800*** +accuracy = 80.41 #leaves = 34.40 max depth = 7.60 + diff --git a/data/oc1output/low-res-spect_57.txt b/data/oc1output/low-res-spect_57.txt new file mode 100644 index 0000000..57bb255 --- /dev/null +++ b/data/oc1output/low-res-spect_57.txt @@ -0,0 +1,23 @@ +Remapping class numbers: + 7 To 2 + 8 To 3 + 0 To 4 + 3 To 5 + 2 To 6 + 6 To 7 + 5 To 8 + 4 To 9 +Pruned decision tree written to csv/low-res-spect.csv.dt. +Unpruned decision tree written to csv/low-res-spect.csv.dt.unpruned. +fold 1: acc. = 88.68 #leaves = 11 max. depth = 5 +fold 2: acc. = 81.13 #leaves = 30 max. depth = 10 +fold 3: acc. = 81.13 #leaves = 37 max. depth = 8 +fold 4: acc. = 79.25 #leaves = 30 max. depth = 8 +fold 5: acc. = 85.05 #leaves = 34 max. depth = 8 +***1***0.8867924***1.4191440*** +***2***0.8113207***1.1680280*** +***3***0.8113207***1.0288320*** +***4***0.7924529***1.2178160*** +***5***0.8504673***0.9437150*** +accuracy = 83.05 #leaves = 28.40 max depth = 7.80 + diff --git a/data/oc1output/low-res-spect_7.txt b/data/oc1output/low-res-spect_7.txt new file mode 100644 index 0000000..4573466 --- /dev/null +++ b/data/oc1output/low-res-spect_7.txt @@ -0,0 +1,23 @@ +Remapping class numbers: + 7 To 2 + 8 To 3 + 0 To 4 + 3 To 5 + 2 To 6 + 6 To 7 + 5 To 8 + 4 To 9 +Pruned decision tree written to csv/low-res-spect.csv.dt. +Unpruned decision tree written to csv/low-res-spect.csv.dt.unpruned. +fold 1: acc. = 85.85 #leaves = 10 max. depth = 6 +fold 2: acc. = 81.13 #leaves = 35 max. depth = 8 +fold 3: acc. = 81.13 #leaves = 32 max. depth = 8 +fold 4: acc. = 83.02 #leaves = 34 max. depth = 9 +fold 5: acc. = 83.18 #leaves = 32 max. depth = 8 +***1***0.8584906***1.0730530*** +***2***0.8113207***1.1144630*** +***3***0.8113207***1.3018460*** +***4***0.8301887***1.0608890*** +***5***0.8317757***1.4164250*** +accuracy = 82.86 #leaves = 28.60 max depth = 7.80 + diff --git a/data/oc1output/low-res-spect_79.txt b/data/oc1output/low-res-spect_79.txt new file mode 100644 index 0000000..0f195a9 --- /dev/null +++ b/data/oc1output/low-res-spect_79.txt @@ -0,0 +1,23 @@ +Remapping class numbers: + 7 To 2 + 8 To 3 + 0 To 4 + 3 To 5 + 2 To 6 + 6 To 7 + 5 To 8 + 4 To 9 +Pruned decision tree written to csv/low-res-spect.csv.dt. +Unpruned decision tree written to csv/low-res-spect.csv.dt.unpruned. +fold 1: acc. = 83.96 #leaves = 4 max. depth = 3 +fold 2: acc. = 83.96 #leaves = 31 max. depth = 8 +fold 3: acc. = 81.13 #leaves = 29 max. depth = 8 +fold 4: acc. = 83.02 #leaves = 31 max. depth = 7 +fold 5: acc. = 80.37 #leaves = 32 max. depth = 8 +***1***0.8396227***1.4650430*** +***2***0.8396227***1.2066170*** +***3***0.8113207***0.9726350*** +***4***0.8301887***1.1791360*** +***5***0.8037384***1.4043850*** +accuracy = 82.49 #leaves = 25.40 max depth = 6.80 + diff --git a/data/oc1output/low-res-spect_83.txt b/data/oc1output/low-res-spect_83.txt new file mode 100644 index 0000000..2f01a12 --- /dev/null +++ b/data/oc1output/low-res-spect_83.txt @@ -0,0 +1,23 @@ +Remapping class numbers: + 7 To 2 + 8 To 3 + 0 To 4 + 3 To 5 + 2 To 6 + 6 To 7 + 5 To 8 + 4 To 9 +Pruned decision tree written to csv/low-res-spect.csv.dt. +Unpruned decision tree written to csv/low-res-spect.csv.dt.unpruned. +fold 1: acc. = 82.08 #leaves = 8 max. depth = 4 +fold 2: acc. = 80.19 #leaves = 36 max. depth = 8 +fold 3: acc. = 81.13 #leaves = 30 max. depth = 8 +fold 4: acc. = 82.08 #leaves = 32 max. depth = 8 +fold 5: acc. = 86.92 #leaves = 30 max. depth = 8 +***1***0.8207547***1.2686480*** +***2***0.8018868***1.3772250*** +***3***0.8113207***1.7105270*** +***4***0.8207547***1.1515250*** +***5***0.8691589***1.1165780*** +accuracy = 82.49 #leaves = 27.20 max depth = 7.20 + diff --git a/data/oc1output/low-res-spect_97.txt b/data/oc1output/low-res-spect_97.txt new file mode 100644 index 0000000..c8d6339 --- /dev/null +++ b/data/oc1output/low-res-spect_97.txt @@ -0,0 +1,23 @@ +Remapping class numbers: + 7 To 2 + 8 To 3 + 0 To 4 + 3 To 5 + 2 To 6 + 6 To 7 + 5 To 8 + 4 To 9 +Pruned decision tree written to csv/low-res-spect.csv.dt. +Unpruned decision tree written to csv/low-res-spect.csv.dt.unpruned. +fold 1: acc. = 84.91 #leaves = 14 max. depth = 7 +fold 2: acc. = 84.91 #leaves = 34 max. depth = 9 +fold 3: acc. = 82.08 #leaves = 28 max. depth = 7 +fold 4: acc. = 80.19 #leaves = 38 max. depth = 7 +fold 5: acc. = 75.70 #leaves = 28 max. depth = 7 +***1***0.8490566***1.1254040*** +***2***0.8490566***1.0755350*** +***3***0.8207547***1.1682900*** +***4***0.8018868***1.5229560*** +***5***0.7570093***1.0270580*** +accuracy = 81.54 #leaves = 28.40 max depth = 7.40 + diff --git a/data/oc1output/lymphography.txt b/data/oc1output/lymphography.txt deleted file mode 100755 index 5edf2c6..0000000 --- a/data/oc1output/lymphography.txt +++ /dev/null @@ -1,17 +0,0 @@ -Remapping class numbers: - 2 To 1 - 1 To 2 - 0 To 4 -Pruned decision tree written to csv/lymphography.csv.dt. -Unpruned decision tree written to csv/lymphography.csv.dt.unpruned. -fold 1: acc. = 75.86 #leaves = 4 max. depth = 3 -fold 2: acc. = 68.97 #leaves = 11 max. depth = 6 -fold 3: acc. = 79.31 #leaves = 10 max. depth = 4 -fold 4: acc. = 75.86 #leaves = 11 max. depth = 5 -fold 5: acc. = 65.62 #leaves = 15 max. depth = 5 -***1***0.7586207***0.0350760*** -***2***0.6896551***0.0473560*** -***3***0.7931035***0.0407650*** -***4***0.7586207***0.0494350*** -***5***0.6562500***0.0378250*** -accuracy = 72.97 #leaves = 10.20 max depth = 4.60 diff --git a/data/oc1output/lymphography_1.txt b/data/oc1output/lymphography_1.txt new file mode 100644 index 0000000..7058c7e --- /dev/null +++ b/data/oc1output/lymphography_1.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 2 To 1 + 1 To 2 + 0 To 4 +Pruned decision tree written to csv/lymphography.csv.dt. +Unpruned decision tree written to csv/lymphography.csv.dt.unpruned. +fold 1: acc. = 79.31 #leaves = 2 max. depth = 1 +fold 2: acc. = 75.86 #leaves = 11 max. depth = 5 +fold 3: acc. = 68.97 #leaves = 11 max. depth = 6 +fold 4: acc. = 68.97 #leaves = 7 max. depth = 4 +fold 5: acc. = 84.38 #leaves = 10 max. depth = 6 +***1***0.7931035***0.0332100*** +***2***0.7586207***0.0389240*** +***3***0.6896551***0.0338550*** +***4***0.6896551***0.0285890*** +***5***0.8437500***0.0308550*** +accuracy = 75.68 #leaves = 8.20 max depth = 4.40 + diff --git a/data/oc1output/lymphography_17.txt b/data/oc1output/lymphography_17.txt new file mode 100644 index 0000000..835c1ad --- /dev/null +++ b/data/oc1output/lymphography_17.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 2 To 1 + 1 To 2 + 0 To 4 +Pruned decision tree written to csv/lymphography.csv.dt. +Unpruned decision tree written to csv/lymphography.csv.dt.unpruned. +fold 1: acc. = 62.07 #leaves = 4 max. depth = 2 +fold 2: acc. = 89.66 #leaves = 10 max. depth = 4 +fold 3: acc. = 58.62 #leaves = 8 max. depth = 5 +fold 4: acc. = 75.86 #leaves = 9 max. depth = 4 +fold 5: acc. = 62.50 #leaves = 8 max. depth = 4 +***1***0.6206896***0.0461500*** +***2***0.8965517***0.0395620*** +***3***0.5862069***0.0456830*** +***4***0.7586207***0.0487320*** +***5***0.6250000***0.0293440*** +accuracy = 69.59 #leaves = 7.80 max depth = 3.80 + diff --git a/data/oc1output/lymphography_1714.txt b/data/oc1output/lymphography_1714.txt new file mode 100644 index 0000000..a9481da --- /dev/null +++ b/data/oc1output/lymphography_1714.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 2 To 1 + 1 To 2 + 0 To 4 +Pruned decision tree written to csv/lymphography.csv.dt. +Unpruned decision tree written to csv/lymphography.csv.dt.unpruned. +fold 1: acc. = 86.21 #leaves = 2 max. depth = 1 +fold 2: acc. = 58.62 #leaves = 12 max. depth = 6 +fold 3: acc. = 65.52 #leaves = 10 max. depth = 5 +fold 4: acc. = 72.41 #leaves = 7 max. depth = 4 +fold 5: acc. = 87.50 #leaves = 10 max. depth = 4 +***1***0.8620690***0.0412000*** +***2***0.5862069***0.0306160*** +***3***0.6551724***0.0412670*** +***4***0.7241380***0.0331060*** +***5***0.8750000***0.0278550*** +accuracy = 74.32 #leaves = 8.20 max depth = 4.00 + diff --git a/data/oc1output/lymphography_23.txt b/data/oc1output/lymphography_23.txt new file mode 100644 index 0000000..631b95f --- /dev/null +++ b/data/oc1output/lymphography_23.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 2 To 1 + 1 To 2 + 0 To 4 +Pruned decision tree written to csv/lymphography.csv.dt. +Unpruned decision tree written to csv/lymphography.csv.dt.unpruned. +fold 1: acc. = 72.41 #leaves = 2 max. depth = 1 +fold 2: acc. = 68.97 #leaves = 10 max. depth = 4 +fold 3: acc. = 79.31 #leaves = 9 max. depth = 5 +fold 4: acc. = 72.41 #leaves = 10 max. depth = 4 +fold 5: acc. = 81.25 #leaves = 10 max. depth = 4 +***1***0.7241380***0.0350930*** +***2***0.6896551***0.0431490*** +***3***0.7931035***0.0302190*** +***4***0.7241380***0.0382300*** +***5***0.8125000***0.0361180*** +accuracy = 75.00 #leaves = 8.20 max depth = 3.60 + diff --git a/data/oc1output/lymphography_31.txt b/data/oc1output/lymphography_31.txt new file mode 100644 index 0000000..ddc4955 --- /dev/null +++ b/data/oc1output/lymphography_31.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 2 To 1 + 1 To 2 + 0 To 4 +Pruned decision tree written to csv/lymphography.csv.dt. +Unpruned decision tree written to csv/lymphography.csv.dt.unpruned. +fold 1: acc. = 75.86 #leaves = 2 max. depth = 1 +fold 2: acc. = 72.41 #leaves = 8 max. depth = 4 +fold 3: acc. = 79.31 #leaves = 8 max. depth = 5 +fold 4: acc. = 82.76 #leaves = 11 max. depth = 6 +fold 5: acc. = 71.88 #leaves = 12 max. depth = 5 +***1***0.7586207***0.0398690*** +***2***0.7241380***0.0327960*** +***3***0.7931035***0.0324190*** +***4***0.8275862***0.0318640*** +***5***0.7187500***0.0441470*** +accuracy = 76.35 #leaves = 8.20 max depth = 4.20 + diff --git a/data/oc1output/lymphography_57.txt b/data/oc1output/lymphography_57.txt new file mode 100644 index 0000000..11c3e45 --- /dev/null +++ b/data/oc1output/lymphography_57.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 2 To 1 + 1 To 2 + 0 To 4 +Pruned decision tree written to csv/lymphography.csv.dt. +Unpruned decision tree written to csv/lymphography.csv.dt.unpruned. +fold 1: acc. = 72.41 #leaves = 3 max. depth = 2 +fold 2: acc. = 79.31 #leaves = 8 max. depth = 4 +fold 3: acc. = 75.86 #leaves = 6 max. depth = 3 +fold 4: acc. = 68.97 #leaves = 9 max. depth = 4 +fold 5: acc. = 75.00 #leaves = 7 max. depth = 3 +***1***0.7241380***0.0346920*** +***2***0.7931035***0.0339060*** +***3***0.7586207***0.0265910*** +***4***0.6896551***0.0327140*** +***5***0.7500000***0.0337180*** +accuracy = 74.32 #leaves = 6.60 max depth = 3.20 + diff --git a/data/oc1output/lymphography_7.txt b/data/oc1output/lymphography_7.txt new file mode 100644 index 0000000..814df82 --- /dev/null +++ b/data/oc1output/lymphography_7.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 2 To 1 + 1 To 2 + 0 To 4 +Pruned decision tree written to csv/lymphography.csv.dt. +Unpruned decision tree written to csv/lymphography.csv.dt.unpruned. +fold 1: acc. = 79.31 #leaves = 2 max. depth = 1 +fold 2: acc. = 72.41 #leaves = 8 max. depth = 4 +fold 3: acc. = 68.97 #leaves = 13 max. depth = 7 +fold 4: acc. = 82.76 #leaves = 9 max. depth = 4 +fold 5: acc. = 65.62 #leaves = 7 max. depth = 4 +***1***0.7931035***0.0357650*** +***2***0.7241380***0.0340920*** +***3***0.6896551***0.0405230*** +***4***0.8275862***0.0343350*** +***5***0.6562500***0.0264610*** +accuracy = 73.65 #leaves = 7.80 max depth = 4.00 + diff --git a/data/oc1output/lymphography_79.txt b/data/oc1output/lymphography_79.txt new file mode 100644 index 0000000..3a3bb33 --- /dev/null +++ b/data/oc1output/lymphography_79.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 2 To 1 + 1 To 2 + 0 To 4 +Pruned decision tree written to csv/lymphography.csv.dt. +Unpruned decision tree written to csv/lymphography.csv.dt.unpruned. +fold 1: acc. = 68.97 #leaves = 2 max. depth = 1 +fold 2: acc. = 62.07 #leaves = 13 max. depth = 5 +fold 3: acc. = 82.76 #leaves = 9 max. depth = 4 +fold 4: acc. = 72.41 #leaves = 9 max. depth = 5 +fold 5: acc. = 81.25 #leaves = 6 max. depth = 4 +***1***0.6896551***0.0409450*** +***2***0.6206896***0.0331690*** +***3***0.8275862***0.0397700*** +***4***0.7241380***0.0381980*** +***5***0.8125000***0.0241750*** +accuracy = 73.65 #leaves = 7.80 max depth = 3.80 + diff --git a/data/oc1output/lymphography_83.txt b/data/oc1output/lymphography_83.txt new file mode 100644 index 0000000..8e7c27c --- /dev/null +++ b/data/oc1output/lymphography_83.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 2 To 1 + 1 To 2 + 0 To 4 +Pruned decision tree written to csv/lymphography.csv.dt. +Unpruned decision tree written to csv/lymphography.csv.dt.unpruned. +fold 1: acc. = 62.07 #leaves = 7 max. depth = 4 +fold 2: acc. = 68.97 #leaves = 11 max. depth = 5 +fold 3: acc. = 68.97 #leaves = 12 max. depth = 5 +fold 4: acc. = 79.31 #leaves = 7 max. depth = 3 +fold 5: acc. = 78.12 #leaves = 8 max. depth = 4 +***1***0.6206896***0.0320570*** +***2***0.6896551***0.0392990*** +***3***0.6896551***0.0367000*** +***4***0.7931035***0.0322630*** +***5***0.7812500***0.0333060*** +accuracy = 71.62 #leaves = 9.00 max depth = 4.20 + diff --git a/data/oc1output/lymphography_97.txt b/data/oc1output/lymphography_97.txt new file mode 100644 index 0000000..cdd69e0 --- /dev/null +++ b/data/oc1output/lymphography_97.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 2 To 1 + 1 To 2 + 0 To 4 +Unpruned decision tree written to csv/lymphography.csv.dt. +fold 1: acc. = 62.07 #leaves = 10 max. depth = 5 +fold 2: acc. = 72.41 #leaves = 8 max. depth = 4 +fold 3: acc. = 75.86 #leaves = 10 max. depth = 7 +fold 4: acc. = 72.41 #leaves = 9 max. depth = 4 +fold 5: acc. = 71.88 #leaves = 9 max. depth = 4 +***1***0.6206896***0.0311340*** +***2***0.7241380***0.0325000*** +***3***0.7586207***0.0271350*** +***4***0.7241380***0.0453670*** +***5***0.7187500***0.0417110*** +accuracy = 70.95 #leaves = 9.20 max depth = 4.80 + diff --git a/data/oc1output/mammographic.txt b/data/oc1output/mammographic.txt deleted file mode 100755 index 103d109..0000000 --- a/data/oc1output/mammographic.txt +++ /dev/null @@ -1,15 +0,0 @@ -Remapping class numbers: - 0 To 2 -Pruned decision tree written to csv/mammographic.csv.dt. -Unpruned decision tree written to csv/mammographic.csv.dt.unpruned. -fold 1: acc. = 83.85 #leaves = 2 max. depth = 1 -fold 2: acc. = 73.44 #leaves = 106 max. depth = 19 -fold 3: acc. = 75.00 #leaves = 104 max. depth = 21 -fold 4: acc. = 78.65 #leaves = 110 max. depth = 13 -fold 5: acc. = 72.54 #leaves = 98 max. depth = 14 -***1***0.8385416***0.4255140*** -***2***0.7343750***0.4018640*** -***3***0.7500000***0.4132000*** -***4***0.7864584***0.3519030*** -***5***0.7253886***0.3515240*** -accuracy = 76.69 #leaves = 84.00 max depth = 13.60 diff --git a/data/oc1output/mammographic_1.txt b/data/oc1output/mammographic_1.txt new file mode 100644 index 0000000..0240d26 --- /dev/null +++ b/data/oc1output/mammographic_1.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/mammographic.csv.dt. +Unpruned decision tree written to csv/mammographic.csv.dt.unpruned. +fold 1: acc. = 86.46 #leaves = 2 max. depth = 1 +fold 2: acc. = 79.17 #leaves = 100 max. depth = 15 +fold 3: acc. = 75.52 #leaves = 100 max. depth = 18 +fold 4: acc. = 73.44 #leaves = 112 max. depth = 14 +fold 5: acc. = 76.17 #leaves = 111 max. depth = 15 +***1***0.8645834***0.3590680*** +***2***0.7916666***0.3785500*** +***3***0.7552084***0.3776950*** +***4***0.7343750***0.3575740*** +***5***0.7616580***0.3707730*** +accuracy = 78.15 #leaves = 85.00 max depth = 12.60 + diff --git a/data/oc1output/mammographic_17.txt b/data/oc1output/mammographic_17.txt new file mode 100644 index 0000000..98e0390 --- /dev/null +++ b/data/oc1output/mammographic_17.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/mammographic.csv.dt. +Unpruned decision tree written to csv/mammographic.csv.dt.unpruned. +fold 1: acc. = 84.90 #leaves = 3 max. depth = 2 +fold 2: acc. = 76.56 #leaves = 107 max. depth = 17 +fold 3: acc. = 76.04 #leaves = 103 max. depth = 16 +fold 4: acc. = 72.40 #leaves = 108 max. depth = 17 +fold 5: acc. = 72.54 #leaves = 111 max. depth = 19 +***1***0.8489584***0.3488270*** +***2***0.7656250***0.3977150*** +***3***0.7604166***0.3802180*** +***4***0.7239584***0.3697530*** +***5***0.7253886***0.4117110*** +accuracy = 76.48 #leaves = 86.40 max depth = 14.20 + diff --git a/data/oc1output/mammographic_1714.txt b/data/oc1output/mammographic_1714.txt new file mode 100644 index 0000000..5963ace --- /dev/null +++ b/data/oc1output/mammographic_1714.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/mammographic.csv.dt. +Unpruned decision tree written to csv/mammographic.csv.dt.unpruned. +fold 1: acc. = 86.98 #leaves = 2 max. depth = 1 +fold 2: acc. = 74.48 #leaves = 103 max. depth = 17 +fold 3: acc. = 78.12 #leaves = 108 max. depth = 15 +fold 4: acc. = 73.44 #leaves = 105 max. depth = 16 +fold 5: acc. = 73.06 #leaves = 115 max. depth = 15 +***1***0.8697916***0.3664970*** +***2***0.7447916***0.3772300*** +***3***0.7812500***0.3885530*** +***4***0.7343750***0.3659100*** +***5***0.7305699***0.4018190*** +accuracy = 77.21 #leaves = 86.60 max depth = 12.80 + diff --git a/data/oc1output/mammographic_23.txt b/data/oc1output/mammographic_23.txt new file mode 100644 index 0000000..64bb9d9 --- /dev/null +++ b/data/oc1output/mammographic_23.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/mammographic.csv.dt. +Unpruned decision tree written to csv/mammographic.csv.dt.unpruned. +fold 1: acc. = 80.21 #leaves = 4 max. depth = 3 +fold 2: acc. = 76.04 #leaves = 108 max. depth = 17 +fold 3: acc. = 73.44 #leaves = 100 max. depth = 15 +fold 4: acc. = 78.65 #leaves = 107 max. depth = 15 +fold 5: acc. = 72.02 #leaves = 107 max. depth = 17 +***1***0.8020834***0.4381140*** +***2***0.7604166***0.3982320*** +***3***0.7343750***0.3967410*** +***4***0.7864584***0.3737730*** +***5***0.7202073***0.4273860*** +accuracy = 76.07 #leaves = 85.20 max depth = 13.40 + diff --git a/data/oc1output/mammographic_31.txt b/data/oc1output/mammographic_31.txt new file mode 100644 index 0000000..8c45079 --- /dev/null +++ b/data/oc1output/mammographic_31.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/mammographic.csv.dt. +Unpruned decision tree written to csv/mammographic.csv.dt.unpruned. +fold 1: acc. = 81.77 #leaves = 5 max. depth = 3 +fold 2: acc. = 71.35 #leaves = 104 max. depth = 17 +fold 3: acc. = 72.40 #leaves = 93 max. depth = 15 +fold 4: acc. = 74.48 #leaves = 104 max. depth = 17 +fold 5: acc. = 76.68 #leaves = 111 max. depth = 17 +***1***0.8177084***0.4024580*** +***2***0.7135416***0.4514270*** +***3***0.7239584***0.3507340*** +***4***0.7447916***0.3967510*** +***5***0.7668394***0.3759120*** +accuracy = 75.34 #leaves = 83.40 max depth = 13.80 + diff --git a/data/oc1output/mammographic_57.txt b/data/oc1output/mammographic_57.txt new file mode 100644 index 0000000..d0c4116 --- /dev/null +++ b/data/oc1output/mammographic_57.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/mammographic.csv.dt. +Unpruned decision tree written to csv/mammographic.csv.dt.unpruned. +fold 1: acc. = 81.25 #leaves = 5 max. depth = 3 +fold 2: acc. = 76.56 #leaves = 110 max. depth = 15 +fold 3: acc. = 77.60 #leaves = 111 max. depth = 17 +fold 4: acc. = 77.08 #leaves = 107 max. depth = 18 +fold 5: acc. = 78.76 #leaves = 104 max. depth = 15 +***1***0.8125000***0.4296900*** +***2***0.7656250***0.4293190*** +***3***0.7760416***0.3964520*** +***4***0.7708334***0.3529270*** +***5***0.7875648***0.3740910*** +accuracy = 78.25 #leaves = 87.40 max depth = 13.60 + diff --git a/data/oc1output/mammographic_7.txt b/data/oc1output/mammographic_7.txt new file mode 100644 index 0000000..2ae6a92 --- /dev/null +++ b/data/oc1output/mammographic_7.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/mammographic.csv.dt. +Unpruned decision tree written to csv/mammographic.csv.dt.unpruned. +fold 1: acc. = 76.56 #leaves = 8 max. depth = 6 +fold 2: acc. = 84.90 #leaves = 109 max. depth = 13 +fold 3: acc. = 77.08 #leaves = 102 max. depth = 14 +fold 4: acc. = 75.52 #leaves = 113 max. depth = 15 +fold 5: acc. = 73.58 #leaves = 106 max. depth = 18 +***1***0.7656250***0.3716020*** +***2***0.8489584***0.3682270*** +***3***0.7708334***0.3763680*** +***4***0.7552084***0.4107170*** +***5***0.7357513***0.4288060*** +accuracy = 77.52 #leaves = 87.60 max depth = 13.20 + diff --git a/data/oc1output/mammographic_79.txt b/data/oc1output/mammographic_79.txt new file mode 100644 index 0000000..cc27d2c --- /dev/null +++ b/data/oc1output/mammographic_79.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/mammographic.csv.dt. +Unpruned decision tree written to csv/mammographic.csv.dt.unpruned. +fold 1: acc. = 79.69 #leaves = 2 max. depth = 1 +fold 2: acc. = 75.00 #leaves = 104 max. depth = 17 +fold 3: acc. = 71.35 #leaves = 106 max. depth = 13 +fold 4: acc. = 77.60 #leaves = 115 max. depth = 14 +fold 5: acc. = 76.17 #leaves = 112 max. depth = 16 +***1***0.7968750***0.3964410*** +***2***0.7500000***0.3909080*** +***3***0.7135416***0.3616190*** +***4***0.7760416***0.3984390*** +***5***0.7616580***0.3802330*** +accuracy = 75.96 #leaves = 87.80 max depth = 12.20 + diff --git a/data/oc1output/mammographic_83.txt b/data/oc1output/mammographic_83.txt new file mode 100644 index 0000000..e253158 --- /dev/null +++ b/data/oc1output/mammographic_83.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/mammographic.csv.dt. +Unpruned decision tree written to csv/mammographic.csv.dt.unpruned. +fold 1: acc. = 84.90 #leaves = 2 max. depth = 1 +fold 2: acc. = 71.88 #leaves = 103 max. depth = 14 +fold 3: acc. = 72.92 #leaves = 102 max. depth = 17 +fold 4: acc. = 76.56 #leaves = 109 max. depth = 19 +fold 5: acc. = 74.61 #leaves = 110 max. depth = 18 +***1***0.8489584***0.4208080*** +***2***0.7187500***0.4171400*** +***3***0.7291666***0.4172720*** +***4***0.7656250***0.4079970*** +***5***0.7461140***0.4695380*** +accuracy = 76.17 #leaves = 85.20 max depth = 13.80 + diff --git a/data/oc1output/mammographic_97.txt b/data/oc1output/mammographic_97.txt new file mode 100644 index 0000000..1b2d8be --- /dev/null +++ b/data/oc1output/mammographic_97.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/mammographic.csv.dt. +Unpruned decision tree written to csv/mammographic.csv.dt.unpruned. +fold 1: acc. = 87.50 #leaves = 5 max. depth = 3 +fold 2: acc. = 72.40 #leaves = 112 max. depth = 21 +fold 3: acc. = 78.65 #leaves = 107 max. depth = 17 +fold 4: acc. = 76.04 #leaves = 109 max. depth = 18 +fold 5: acc. = 73.58 #leaves = 99 max. depth = 18 +***1***0.8750000***0.3493100*** +***2***0.7239584***0.4412330*** +***3***0.7864584***0.4298380*** +***4***0.7604166***0.4010260*** +***5***0.7357513***0.3936100*** +accuracy = 77.63 #leaves = 86.40 max depth = 15.40 + diff --git a/data/oc1output/molec-biol-promoter.txt b/data/oc1output/molec-biol-promoter.txt deleted file mode 100755 index 0d599bf..0000000 --- a/data/oc1output/molec-biol-promoter.txt +++ /dev/null @@ -1,16 +0,0 @@ -Remapping class numbers: - 0 To 1 - 1 To 2 -Pruned decision tree written to csv/molec-biol-promoter.csv.dt. -Unpruned decision tree written to csv/molec-biol-promoter.csv.dt.unpruned. -fold 1: acc. = 66.67 #leaves = 4 max. depth = 3 -fold 2: acc. = 61.90 #leaves = 13 max. depth = 5 -fold 3: acc. = 71.43 #leaves = 11 max. depth = 5 -fold 4: acc. = 66.67 #leaves = 10 max. depth = 5 -fold 5: acc. = 68.18 #leaves = 11 max. depth = 4 -***1***0.6666666***0.0027940*** -***2***0.6190476***0.0032360*** -***3***0.7142857***0.0031130*** -***4***0.6666666***0.0028930*** -***5***0.6818182***0.0027870*** -accuracy = 66.98 #leaves = 9.80 max depth = 4.40 diff --git a/data/oc1output/molec-biol-promoter_1.txt b/data/oc1output/molec-biol-promoter_1.txt new file mode 100644 index 0000000..0357dc5 --- /dev/null +++ b/data/oc1output/molec-biol-promoter_1.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/molec-biol-promoter.csv.dt. +Unpruned decision tree written to csv/molec-biol-promoter.csv.dt.unpruned. +fold 1: acc. = 76.19 #leaves = 5 max. depth = 3 +fold 2: acc. = 80.95 #leaves = 12 max. depth = 5 +fold 3: acc. = 66.67 #leaves = 12 max. depth = 4 +fold 4: acc. = 71.43 #leaves = 13 max. depth = 6 +fold 5: acc. = 77.27 #leaves = 12 max. depth = 6 +***1***0.7619048***0.0028960*** +***2***0.8095238***0.0029680*** +***3***0.6666666***0.0029380*** +***4***0.7142857***0.0034180*** +***5***0.7727273***0.0028680*** +accuracy = 74.53 #leaves = 10.80 max depth = 4.80 + diff --git a/data/oc1output/molec-biol-promoter_17.txt b/data/oc1output/molec-biol-promoter_17.txt new file mode 100644 index 0000000..2b0ac44 --- /dev/null +++ b/data/oc1output/molec-biol-promoter_17.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/molec-biol-promoter.csv.dt. +Unpruned decision tree written to csv/molec-biol-promoter.csv.dt.unpruned. +fold 1: acc. = 71.43 #leaves = 2 max. depth = 1 +fold 2: acc. = 61.90 #leaves = 11 max. depth = 5 +fold 3: acc. = 90.48 #leaves = 11 max. depth = 5 +fold 4: acc. = 52.38 #leaves = 11 max. depth = 5 +fold 5: acc. = 77.27 #leaves = 11 max. depth = 6 +***1***0.7142857***0.0030530*** +***2***0.6190476***0.0029940*** +***3***0.9047619***0.0031450*** +***4***0.5238095***0.0027000*** +***5***0.7727273***0.0033980*** +accuracy = 70.75 #leaves = 9.20 max depth = 4.40 + diff --git a/data/oc1output/molec-biol-promoter_1714.txt b/data/oc1output/molec-biol-promoter_1714.txt new file mode 100644 index 0000000..326bca9 --- /dev/null +++ b/data/oc1output/molec-biol-promoter_1714.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/molec-biol-promoter.csv.dt. +Unpruned decision tree written to csv/molec-biol-promoter.csv.dt.unpruned. +fold 1: acc. = 71.43 #leaves = 2 max. depth = 1 +fold 2: acc. = 76.19 #leaves = 12 max. depth = 6 +fold 3: acc. = 71.43 #leaves = 11 max. depth = 5 +fold 4: acc. = 71.43 #leaves = 10 max. depth = 5 +fold 5: acc. = 81.82 #leaves = 10 max. depth = 7 +***1***0.7142857***0.0028870*** +***2***0.7619048***0.0033370*** +***3***0.7142857***0.0031010*** +***4***0.7142857***0.0030660*** +***5***0.8181818***0.0026650*** +accuracy = 74.53 #leaves = 9.00 max depth = 4.80 + diff --git a/data/oc1output/molec-biol-promoter_23.txt b/data/oc1output/molec-biol-promoter_23.txt new file mode 100644 index 0000000..41b3d2b --- /dev/null +++ b/data/oc1output/molec-biol-promoter_23.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/molec-biol-promoter.csv.dt. +Unpruned decision tree written to csv/molec-biol-promoter.csv.dt.unpruned. +fold 1: acc. = 76.19 #leaves = 5 max. depth = 3 +fold 2: acc. = 71.43 #leaves = 11 max. depth = 5 +fold 3: acc. = 76.19 #leaves = 9 max. depth = 4 +fold 4: acc. = 61.90 #leaves = 11 max. depth = 5 +fold 5: acc. = 72.73 #leaves = 10 max. depth = 5 +***1***0.7619048***0.0030640*** +***2***0.7142857***0.0031090*** +***3***0.7619048***0.0026920*** +***4***0.6190476***0.0034100*** +***5***0.7272727***0.0033990*** +accuracy = 71.70 #leaves = 9.20 max depth = 4.40 + diff --git a/data/oc1output/molec-biol-promoter_31.txt b/data/oc1output/molec-biol-promoter_31.txt new file mode 100644 index 0000000..e15d987 --- /dev/null +++ b/data/oc1output/molec-biol-promoter_31.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/molec-biol-promoter.csv.dt. +Unpruned decision tree written to csv/molec-biol-promoter.csv.dt.unpruned. +fold 1: acc. = 80.95 #leaves = 5 max. depth = 4 +fold 2: acc. = 71.43 #leaves = 10 max. depth = 4 +fold 3: acc. = 66.67 #leaves = 9 max. depth = 4 +fold 4: acc. = 80.95 #leaves = 10 max. depth = 5 +fold 5: acc. = 59.09 #leaves = 11 max. depth = 5 +***1***0.8095238***0.0031470*** +***2***0.7142857***0.0029310*** +***3***0.6666666***0.0025560*** +***4***0.8095238***0.0030290*** +***5***0.5909091***0.0027770*** +accuracy = 71.70 #leaves = 9.00 max depth = 4.40 + diff --git a/data/oc1output/molec-biol-promoter_57.txt b/data/oc1output/molec-biol-promoter_57.txt new file mode 100644 index 0000000..2b9a41a --- /dev/null +++ b/data/oc1output/molec-biol-promoter_57.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/molec-biol-promoter.csv.dt. +Unpruned decision tree written to csv/molec-biol-promoter.csv.dt.unpruned. +fold 1: acc. = 80.95 #leaves = 2 max. depth = 1 +fold 2: acc. = 80.95 #leaves = 12 max. depth = 5 +fold 3: acc. = 71.43 #leaves = 11 max. depth = 6 +fold 4: acc. = 80.95 #leaves = 10 max. depth = 5 +fold 5: acc. = 68.18 #leaves = 10 max. depth = 4 +***1***0.8095238***0.0028500*** +***2***0.8095238***0.0032760*** +***3***0.7142857***0.0032730*** +***4***0.8095238***0.0030190*** +***5***0.6818182***0.0027520*** +accuracy = 76.42 #leaves = 9.00 max depth = 4.20 + diff --git a/data/oc1output/molec-biol-promoter_7.txt b/data/oc1output/molec-biol-promoter_7.txt new file mode 100644 index 0000000..74b0c91 --- /dev/null +++ b/data/oc1output/molec-biol-promoter_7.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/molec-biol-promoter.csv.dt. +Unpruned decision tree written to csv/molec-biol-promoter.csv.dt.unpruned. +fold 1: acc. = 80.95 #leaves = 8 max. depth = 4 +fold 2: acc. = 71.43 #leaves = 8 max. depth = 5 +fold 3: acc. = 57.14 #leaves = 11 max. depth = 4 +fold 4: acc. = 85.71 #leaves = 12 max. depth = 6 +fold 5: acc. = 68.18 #leaves = 10 max. depth = 5 +***1***0.8095238***0.0029330*** +***2***0.7142857***0.0024000*** +***3***0.5714285***0.0029460*** +***4***0.8571429***0.0028750*** +***5***0.6818182***0.0029390*** +accuracy = 72.64 #leaves = 9.80 max depth = 4.80 + diff --git a/data/oc1output/molec-biol-promoter_79.txt b/data/oc1output/molec-biol-promoter_79.txt new file mode 100644 index 0000000..be2074e --- /dev/null +++ b/data/oc1output/molec-biol-promoter_79.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/molec-biol-promoter.csv.dt. +Unpruned decision tree written to csv/molec-biol-promoter.csv.dt.unpruned. +fold 1: acc. = 66.67 #leaves = 4 max. depth = 3 +fold 2: acc. = 71.43 #leaves = 12 max. depth = 6 +fold 3: acc. = 76.19 #leaves = 11 max. depth = 5 +fold 4: acc. = 71.43 #leaves = 10 max. depth = 5 +fold 5: acc. = 72.73 #leaves = 10 max. depth = 4 +***1***0.6666666***0.0027170*** +***2***0.7142857***0.0031070*** +***3***0.7619048***0.0030190*** +***4***0.7142857***0.0028520*** +***5***0.7272727***0.0028510*** +accuracy = 71.70 #leaves = 9.40 max depth = 4.60 + diff --git a/data/oc1output/molec-biol-promoter_83.txt b/data/oc1output/molec-biol-promoter_83.txt new file mode 100644 index 0000000..86fe0e7 --- /dev/null +++ b/data/oc1output/molec-biol-promoter_83.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/molec-biol-promoter.csv.dt. +Unpruned decision tree written to csv/molec-biol-promoter.csv.dt.unpruned. +fold 1: acc. = 71.43 #leaves = 2 max. depth = 1 +fold 2: acc. = 76.19 #leaves = 10 max. depth = 4 +fold 3: acc. = 76.19 #leaves = 10 max. depth = 4 +fold 4: acc. = 71.43 #leaves = 11 max. depth = 4 +fold 5: acc. = 86.36 #leaves = 13 max. depth = 5 +***1***0.7142857***0.0031830*** +***2***0.7619048***0.0027240*** +***3***0.7619048***0.0030970*** +***4***0.7142857***0.0028450*** +***5***0.8636364***0.0031720*** +accuracy = 76.42 #leaves = 9.20 max depth = 3.60 + diff --git a/data/oc1output/molec-biol-promoter_97.txt b/data/oc1output/molec-biol-promoter_97.txt new file mode 100644 index 0000000..021a59a --- /dev/null +++ b/data/oc1output/molec-biol-promoter_97.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/molec-biol-promoter.csv.dt. +Unpruned decision tree written to csv/molec-biol-promoter.csv.dt.unpruned. +fold 1: acc. = 85.71 #leaves = 2 max. depth = 1 +fold 2: acc. = 71.43 #leaves = 12 max. depth = 4 +fold 3: acc. = 76.19 #leaves = 11 max. depth = 4 +fold 4: acc. = 57.14 #leaves = 9 max. depth = 4 +fold 5: acc. = 81.82 #leaves = 10 max. depth = 5 +***1***0.8571429***0.0029740*** +***2***0.7142857***0.0030600*** +***3***0.7619048***0.0028950*** +***4***0.5714285***0.0028190*** +***5***0.8181818***0.0031260*** +accuracy = 74.53 #leaves = 8.80 max depth = 3.60 + diff --git a/data/oc1output/musk-1.txt b/data/oc1output/musk-1.txt deleted file mode 100755 index e04696a..0000000 --- a/data/oc1output/musk-1.txt +++ /dev/null @@ -1,15 +0,0 @@ -Remapping class numbers: - 0 To 2 -Pruned decision tree written to csv/musk-1.csv.dt. -Unpruned decision tree written to csv/musk-1.csv.dt.unpruned. -fold 1: acc. = 80.00 #leaves = 14 max. depth = 11 -fold 2: acc. = 83.16 #leaves = 29 max. depth = 9 -fold 3: acc. = 80.00 #leaves = 30 max. depth = 11 -fold 4: acc. = 81.05 #leaves = 34 max. depth = 14 -fold 5: acc. = 80.21 #leaves = 34 max. depth = 16 -***1***0.8000000***0.6899200*** -***2***0.8315790***0.6587480*** -***3***0.8000000***0.7495210*** -***4***0.8105264***0.8157560*** -***5***0.8020834***0.7862310*** -accuracy = 80.88 #leaves = 28.20 max depth = 12.20 diff --git a/data/oc1output/musk-1_1.txt b/data/oc1output/musk-1_1.txt new file mode 100644 index 0000000..5d15ec6 --- /dev/null +++ b/data/oc1output/musk-1_1.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/musk-1.csv.dt. +Unpruned decision tree written to csv/musk-1.csv.dt.unpruned. +fold 1: acc. = 76.84 #leaves = 12 max. depth = 8 +fold 2: acc. = 83.16 #leaves = 35 max. depth = 14 +fold 3: acc. = 72.63 #leaves = 32 max. depth = 13 +fold 4: acc. = 74.74 #leaves = 33 max. depth = 12 +fold 5: acc. = 80.21 #leaves = 37 max. depth = 11 +***1***0.7684210***0.6720120*** +***2***0.8315790***0.7483700*** +***3***0.7263157***0.7657870*** +***4***0.7473684***0.7092060*** +***5***0.8020834***0.6600280*** +accuracy = 77.52 #leaves = 29.80 max depth = 11.60 + diff --git a/data/oc1output/musk-1_17.txt b/data/oc1output/musk-1_17.txt new file mode 100644 index 0000000..813a65a --- /dev/null +++ b/data/oc1output/musk-1_17.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/musk-1.csv.dt. +Unpruned decision tree written to csv/musk-1.csv.dt.unpruned. +fold 1: acc. = 77.89 #leaves = 17 max. depth = 7 +fold 2: acc. = 77.89 #leaves = 28 max. depth = 12 +fold 3: acc. = 80.00 #leaves = 31 max. depth = 11 +fold 4: acc. = 82.11 #leaves = 31 max. depth = 13 +fold 5: acc. = 78.12 #leaves = 25 max. depth = 15 +***1***0.7789474***0.6691340*** +***2***0.7789474***0.7607770*** +***3***0.8000000***0.6702600*** +***4***0.8210526***0.7793970*** +***5***0.7812500***0.7051780*** +accuracy = 79.20 #leaves = 26.40 max depth = 11.60 + diff --git a/data/oc1output/musk-1_1714.txt b/data/oc1output/musk-1_1714.txt new file mode 100644 index 0000000..f4f350c --- /dev/null +++ b/data/oc1output/musk-1_1714.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/musk-1.csv.dt. +Unpruned decision tree written to csv/musk-1.csv.dt.unpruned. +fold 1: acc. = 71.58 #leaves = 8 max. depth = 6 +fold 2: acc. = 70.53 #leaves = 29 max. depth = 12 +fold 3: acc. = 72.63 #leaves = 31 max. depth = 11 +fold 4: acc. = 74.74 #leaves = 28 max. depth = 12 +fold 5: acc. = 76.04 #leaves = 31 max. depth = 12 +***1***0.7157895***0.7135530*** +***2***0.7052631***0.7106170*** +***3***0.7263157***0.7499250*** +***4***0.7473684***0.6908050*** +***5***0.7604166***0.7418240*** +accuracy = 73.11 #leaves = 25.40 max depth = 10.60 + diff --git a/data/oc1output/musk-1_23.txt b/data/oc1output/musk-1_23.txt new file mode 100644 index 0000000..6e4bbf0 --- /dev/null +++ b/data/oc1output/musk-1_23.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/musk-1.csv.dt. +Unpruned decision tree written to csv/musk-1.csv.dt.unpruned. +fold 1: acc. = 70.53 #leaves = 13 max. depth = 7 +fold 2: acc. = 71.58 #leaves = 32 max. depth = 18 +fold 3: acc. = 75.79 #leaves = 35 max. depth = 16 +fold 4: acc. = 80.00 #leaves = 34 max. depth = 13 +fold 5: acc. = 83.33 #leaves = 34 max. depth = 16 +***1***0.7052631***0.7689410*** +***2***0.7157895***0.7448930*** +***3***0.7578948***0.7862360*** +***4***0.8000000***0.8106600*** +***5***0.8333334***0.8240880*** +accuracy = 76.26 #leaves = 29.60 max depth = 14.00 + diff --git a/data/oc1output/musk-1_31.txt b/data/oc1output/musk-1_31.txt new file mode 100644 index 0000000..eca9eb9 --- /dev/null +++ b/data/oc1output/musk-1_31.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/musk-1.csv.dt. +Unpruned decision tree written to csv/musk-1.csv.dt.unpruned. +fold 1: acc. = 68.42 #leaves = 2 max. depth = 1 +fold 2: acc. = 74.74 #leaves = 34 max. depth = 13 +fold 3: acc. = 77.89 #leaves = 29 max. depth = 15 +fold 4: acc. = 72.63 #leaves = 35 max. depth = 17 +fold 5: acc. = 80.21 #leaves = 34 max. depth = 14 +***1***0.6842105***0.7393320*** +***2***0.7473684***0.7498750*** +***3***0.7789474***0.7610420*** +***4***0.7263157***0.7299770*** +***5***0.8020834***0.7471840*** +accuracy = 74.79 #leaves = 26.80 max depth = 12.00 + diff --git a/data/oc1output/musk-1_57.txt b/data/oc1output/musk-1_57.txt new file mode 100644 index 0000000..e8c2b2c --- /dev/null +++ b/data/oc1output/musk-1_57.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/musk-1.csv.dt. +Unpruned decision tree written to csv/musk-1.csv.dt.unpruned. +fold 1: acc. = 73.68 #leaves = 15 max. depth = 7 +fold 2: acc. = 76.84 #leaves = 32 max. depth = 18 +fold 3: acc. = 86.32 #leaves = 29 max. depth = 8 +fold 4: acc. = 81.05 #leaves = 30 max. depth = 12 +fold 5: acc. = 82.29 #leaves = 30 max. depth = 15 +***1***0.7368421***0.8120520*** +***2***0.7684210***0.8002800*** +***3***0.8631579***0.6925900*** +***4***0.8105264***0.7631960*** +***5***0.8229166***0.7393690*** +accuracy = 80.04 #leaves = 27.20 max depth = 12.00 + diff --git a/data/oc1output/musk-1_7.txt b/data/oc1output/musk-1_7.txt new file mode 100644 index 0000000..afed0ce --- /dev/null +++ b/data/oc1output/musk-1_7.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/musk-1.csv.dt. +Unpruned decision tree written to csv/musk-1.csv.dt.unpruned. +fold 1: acc. = 84.21 #leaves = 17 max. depth = 10 +fold 2: acc. = 75.79 #leaves = 38 max. depth = 16 +fold 3: acc. = 81.05 #leaves = 31 max. depth = 14 +fold 4: acc. = 83.16 #leaves = 32 max. depth = 13 +fold 5: acc. = 83.33 #leaves = 27 max. depth = 9 +***1***0.8421053***0.7403130*** +***2***0.7578948***0.7326350*** +***3***0.8105264***0.7938890*** +***4***0.8315790***0.7488710*** +***5***0.8333334***0.7287800*** +accuracy = 81.51 #leaves = 29.00 max depth = 12.40 + diff --git a/data/oc1output/musk-1_79.txt b/data/oc1output/musk-1_79.txt new file mode 100644 index 0000000..ba2098a --- /dev/null +++ b/data/oc1output/musk-1_79.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/musk-1.csv.dt. +Unpruned decision tree written to csv/musk-1.csv.dt.unpruned. +fold 1: acc. = 75.79 #leaves = 30 max. depth = 10 +fold 2: acc. = 76.84 #leaves = 29 max. depth = 8 +fold 3: acc. = 75.79 #leaves = 32 max. depth = 9 +fold 4: acc. = 80.00 #leaves = 34 max. depth = 14 +fold 5: acc. = 83.33 #leaves = 35 max. depth = 11 +***1***0.7578948***0.7122660*** +***2***0.7684210***0.6995760*** +***3***0.7578948***0.7287780*** +***4***0.8000000***0.7567010*** +***5***0.8333334***0.6611940*** +accuracy = 78.36 #leaves = 32.00 max depth = 10.40 + diff --git a/data/oc1output/musk-1_83.txt b/data/oc1output/musk-1_83.txt new file mode 100644 index 0000000..ccd6f38 --- /dev/null +++ b/data/oc1output/musk-1_83.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/musk-1.csv.dt. +Unpruned decision tree written to csv/musk-1.csv.dt.unpruned. +fold 1: acc. = 78.95 #leaves = 11 max. depth = 6 +fold 2: acc. = 76.84 #leaves = 30 max. depth = 9 +fold 3: acc. = 81.05 #leaves = 37 max. depth = 17 +fold 4: acc. = 73.68 #leaves = 31 max. depth = 10 +fold 5: acc. = 81.25 #leaves = 32 max. depth = 18 +***1***0.7894737***0.6644780*** +***2***0.7684210***0.5904340*** +***3***0.8105264***0.8151950*** +***4***0.7368421***0.7215830*** +***5***0.8125000***0.7740120*** +accuracy = 78.36 #leaves = 28.20 max depth = 12.00 + diff --git a/data/oc1output/musk-1_97.txt b/data/oc1output/musk-1_97.txt new file mode 100644 index 0000000..b8bc064 --- /dev/null +++ b/data/oc1output/musk-1_97.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/musk-1.csv.dt. +Unpruned decision tree written to csv/musk-1.csv.dt.unpruned. +fold 1: acc. = 76.84 #leaves = 4 max. depth = 3 +fold 2: acc. = 73.68 #leaves = 28 max. depth = 9 +fold 3: acc. = 76.84 #leaves = 36 max. depth = 12 +fold 4: acc. = 77.89 #leaves = 35 max. depth = 14 +fold 5: acc. = 81.25 #leaves = 34 max. depth = 13 +***1***0.7684210***0.6802720*** +***2***0.7368421***0.6622160*** +***3***0.7684210***0.7496850*** +***4***0.7789474***0.8003470*** +***5***0.8125000***0.7448610*** +accuracy = 77.31 #leaves = 27.40 max depth = 10.20 + diff --git a/data/oc1output/oocytes_merluccius_nucleus_4d.txt b/data/oc1output/oocytes_merluccius_nucleus_4d.txt deleted file mode 100755 index f8d3dd8..0000000 --- a/data/oc1output/oocytes_merluccius_nucleus_4d.txt +++ /dev/null @@ -1,15 +0,0 @@ -Remapping class numbers: - 0 To 2 -Pruned decision tree written to csv/oocytes_merluccius_nucleus_4d.csv.dt. -Unpruned decision tree written to csv/oocytes_merluccius_nucleus_4d.csv.dt.unpruned. -fold 1: acc. = 83.82 #leaves = 38 max. depth = 11 -fold 2: acc. = 74.02 #leaves = 81 max. depth = 12 -fold 3: acc. = 71.57 #leaves = 84 max. depth = 13 -fold 4: acc. = 73.53 #leaves = 88 max. depth = 12 -fold 5: acc. = 68.45 #leaves = 85 max. depth = 13 -***1***0.8382353***1.6925180*** -***2***0.7401960***1.5498660*** -***3***0.7156863***1.2846620*** -***4***0.7352941***1.4244470*** -***5***0.6844660***1.4710030*** -accuracy = 74.27 #leaves = 75.20 max depth = 12.20 diff --git a/data/oc1output/oocytes_merluccius_nucleus_4d_1.txt b/data/oc1output/oocytes_merluccius_nucleus_4d_1.txt new file mode 100644 index 0000000..ad629d2 --- /dev/null +++ b/data/oc1output/oocytes_merluccius_nucleus_4d_1.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/oocytes_merluccius_nucleus_4d.csv.dt. +Unpruned decision tree written to csv/oocytes_merluccius_nucleus_4d.csv.dt.unpruned. +fold 1: acc. = 75.49 #leaves = 4 max. depth = 3 +fold 2: acc. = 72.06 #leaves = 79 max. depth = 15 +fold 3: acc. = 69.61 #leaves = 96 max. depth = 14 +fold 4: acc. = 73.04 #leaves = 88 max. depth = 14 +fold 5: acc. = 68.93 #leaves = 89 max. depth = 13 +***1***0.7549019***1.6798880*** +***2***0.7205882***1.2590920*** +***3***0.6960784***1.4208890*** +***4***0.7303922***1.1614930*** +***5***0.6893204***1.6041920*** +accuracy = 71.82 #leaves = 71.20 max depth = 11.80 + diff --git a/data/oc1output/oocytes_merluccius_nucleus_4d_17.txt b/data/oc1output/oocytes_merluccius_nucleus_4d_17.txt new file mode 100644 index 0000000..72f38a5 --- /dev/null +++ b/data/oc1output/oocytes_merluccius_nucleus_4d_17.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/oocytes_merluccius_nucleus_4d.csv.dt. +Unpruned decision tree written to csv/oocytes_merluccius_nucleus_4d.csv.dt.unpruned. +fold 1: acc. = 79.41 #leaves = 10 max. depth = 6 +fold 2: acc. = 80.39 #leaves = 85 max. depth = 13 +fold 3: acc. = 73.53 #leaves = 83 max. depth = 14 +fold 4: acc. = 70.10 #leaves = 82 max. depth = 14 +fold 5: acc. = 77.67 #leaves = 85 max. depth = 13 +***1***0.7941177***1.4205520*** +***2***0.8039216***1.3922510*** +***3***0.7352941***1.6930780*** +***4***0.7009804***1.0569270*** +***5***0.7766991***1.3430260*** +accuracy = 76.22 #leaves = 69.00 max depth = 12.00 + diff --git a/data/oc1output/oocytes_merluccius_nucleus_4d_1714.txt b/data/oc1output/oocytes_merluccius_nucleus_4d_1714.txt new file mode 100644 index 0000000..b257346 --- /dev/null +++ b/data/oc1output/oocytes_merluccius_nucleus_4d_1714.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/oocytes_merluccius_nucleus_4d.csv.dt. +Unpruned decision tree written to csv/oocytes_merluccius_nucleus_4d.csv.dt.unpruned. +fold 1: acc. = 81.37 #leaves = 7 max. depth = 3 +fold 2: acc. = 73.53 #leaves = 76 max. depth = 13 +fold 3: acc. = 71.08 #leaves = 88 max. depth = 15 +fold 4: acc. = 65.20 #leaves = 87 max. depth = 13 +fold 5: acc. = 70.39 #leaves = 83 max. depth = 15 +***1***0.8137255***1.5137000*** +***2***0.7352941***1.2627010*** +***3***0.7107843***1.4401440*** +***4***0.6519607***1.4725200*** +***5***0.7038835***1.8122620*** +accuracy = 72.31 #leaves = 68.20 max depth = 11.80 + diff --git a/data/oc1output/oocytes_merluccius_nucleus_4d_23.txt b/data/oc1output/oocytes_merluccius_nucleus_4d_23.txt new file mode 100644 index 0000000..ef91a95 --- /dev/null +++ b/data/oc1output/oocytes_merluccius_nucleus_4d_23.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/oocytes_merluccius_nucleus_4d.csv.dt. +Unpruned decision tree written to csv/oocytes_merluccius_nucleus_4d.csv.dt.unpruned. +fold 1: acc. = 75.49 #leaves = 41 max. depth = 12 +fold 2: acc. = 76.47 #leaves = 85 max. depth = 16 +fold 3: acc. = 70.59 #leaves = 93 max. depth = 16 +fold 4: acc. = 75.98 #leaves = 81 max. depth = 16 +fold 5: acc. = 76.70 #leaves = 72 max. depth = 12 +***1***0.7549019***1.3829810*** +***2***0.7647059***1.2885080*** +***3***0.7058823***1.9087730*** +***4***0.7598040***1.8847520*** +***5***0.7669903***1.3415120*** +accuracy = 75.05 #leaves = 74.40 max depth = 14.40 + diff --git a/data/oc1output/oocytes_merluccius_nucleus_4d_31.txt b/data/oc1output/oocytes_merluccius_nucleus_4d_31.txt new file mode 100644 index 0000000..f349360 --- /dev/null +++ b/data/oc1output/oocytes_merluccius_nucleus_4d_31.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/oocytes_merluccius_nucleus_4d.csv.dt. +Unpruned decision tree written to csv/oocytes_merluccius_nucleus_4d.csv.dt.unpruned. +fold 1: acc. = 75.98 #leaves = 9 max. depth = 6 +fold 2: acc. = 77.45 #leaves = 79 max. depth = 15 +fold 3: acc. = 77.94 #leaves = 88 max. depth = 16 +fold 4: acc. = 77.45 #leaves = 80 max. depth = 17 +fold 5: acc. = 74.76 #leaves = 83 max. depth = 13 +***1***0.7598040***1.7378560*** +***2***0.7745098***1.6036120*** +***3***0.7794118***1.8904360*** +***4***0.7745098***1.3926700*** +***5***0.7475728***1.2407300*** +accuracy = 76.71 #leaves = 67.80 max depth = 13.40 + diff --git a/data/oc1output/oocytes_merluccius_nucleus_4d_57.txt b/data/oc1output/oocytes_merluccius_nucleus_4d_57.txt new file mode 100644 index 0000000..95790de --- /dev/null +++ b/data/oc1output/oocytes_merluccius_nucleus_4d_57.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/oocytes_merluccius_nucleus_4d.csv.dt. +Unpruned decision tree written to csv/oocytes_merluccius_nucleus_4d.csv.dt.unpruned. +fold 1: acc. = 75.98 #leaves = 3 max. depth = 2 +fold 2: acc. = 71.08 #leaves = 84 max. depth = 15 +fold 3: acc. = 75.00 #leaves = 78 max. depth = 13 +fold 4: acc. = 72.06 #leaves = 94 max. depth = 13 +fold 5: acc. = 71.84 #leaves = 66 max. depth = 12 +***1***0.7598040***1.7163840*** +***2***0.7107843***1.7919470*** +***3***0.7500000***1.3742590*** +***4***0.7205882***1.2196000*** +***5***0.7184466***1.1041280*** +accuracy = 73.19 #leaves = 65.00 max depth = 11.00 + diff --git a/data/oc1output/oocytes_merluccius_nucleus_4d_7.txt b/data/oc1output/oocytes_merluccius_nucleus_4d_7.txt new file mode 100644 index 0000000..089902e --- /dev/null +++ b/data/oc1output/oocytes_merluccius_nucleus_4d_7.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/oocytes_merluccius_nucleus_4d.csv.dt. +Unpruned decision tree written to csv/oocytes_merluccius_nucleus_4d.csv.dt.unpruned. +fold 1: acc. = 79.41 #leaves = 9 max. depth = 7 +fold 2: acc. = 71.08 #leaves = 92 max. depth = 12 +fold 3: acc. = 77.94 #leaves = 93 max. depth = 11 +fold 4: acc. = 73.53 #leaves = 96 max. depth = 13 +fold 5: acc. = 70.39 #leaves = 77 max. depth = 12 +***1***0.7941177***1.3359920*** +***2***0.7107843***1.2444060*** +***3***0.7794118***1.3968140*** +***4***0.7352941***1.2263020*** +***5***0.7038835***1.3139430*** +accuracy = 74.46 #leaves = 73.40 max depth = 11.00 + diff --git a/data/oc1output/oocytes_merluccius_nucleus_4d_79.txt b/data/oc1output/oocytes_merluccius_nucleus_4d_79.txt new file mode 100644 index 0000000..67fc4ca --- /dev/null +++ b/data/oc1output/oocytes_merluccius_nucleus_4d_79.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/oocytes_merluccius_nucleus_4d.csv.dt. +Unpruned decision tree written to csv/oocytes_merluccius_nucleus_4d.csv.dt.unpruned. +fold 1: acc. = 79.41 #leaves = 6 max. depth = 4 +fold 2: acc. = 71.57 #leaves = 77 max. depth = 14 +fold 3: acc. = 75.98 #leaves = 83 max. depth = 12 +fold 4: acc. = 75.98 #leaves = 88 max. depth = 14 +fold 5: acc. = 73.30 #leaves = 98 max. depth = 14 +***1***0.7941177***1.4734980*** +***2***0.7156863***1.4974470*** +***3***0.7598040***1.4409090*** +***4***0.7598040***1.3390260*** +***5***0.7330097***1.2295820*** +accuracy = 75.24 #leaves = 70.40 max depth = 11.60 + diff --git a/data/oc1output/oocytes_merluccius_nucleus_4d_83.txt b/data/oc1output/oocytes_merluccius_nucleus_4d_83.txt new file mode 100644 index 0000000..ef757a2 --- /dev/null +++ b/data/oc1output/oocytes_merluccius_nucleus_4d_83.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/oocytes_merluccius_nucleus_4d.csv.dt. +Unpruned decision tree written to csv/oocytes_merluccius_nucleus_4d.csv.dt.unpruned. +fold 1: acc. = 80.88 #leaves = 16 max. depth = 9 +fold 2: acc. = 70.10 #leaves = 82 max. depth = 14 +fold 3: acc. = 75.00 #leaves = 85 max. depth = 12 +fold 4: acc. = 73.53 #leaves = 86 max. depth = 11 +fold 5: acc. = 71.36 #leaves = 81 max. depth = 16 +***1***0.8088235***1.6707350*** +***2***0.7009804***1.4141150*** +***3***0.7500000***1.4445060*** +***4***0.7352941***1.2399050*** +***5***0.7135922***1.5695030*** +accuracy = 74.17 #leaves = 70.00 max depth = 12.40 + diff --git a/data/oc1output/oocytes_merluccius_nucleus_4d_97.txt b/data/oc1output/oocytes_merluccius_nucleus_4d_97.txt new file mode 100644 index 0000000..fab716f --- /dev/null +++ b/data/oc1output/oocytes_merluccius_nucleus_4d_97.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/oocytes_merluccius_nucleus_4d.csv.dt. +Unpruned decision tree written to csv/oocytes_merluccius_nucleus_4d.csv.dt.unpruned. +fold 1: acc. = 75.00 #leaves = 36 max. depth = 12 +fold 2: acc. = 76.47 #leaves = 77 max. depth = 13 +fold 3: acc. = 78.43 #leaves = 83 max. depth = 14 +fold 4: acc. = 76.96 #leaves = 80 max. depth = 14 +fold 5: acc. = 63.11 #leaves = 81 max. depth = 13 +***1***0.7500000***1.4338140*** +***2***0.7647059***1.3796530*** +***3***0.7843137***1.5682950*** +***4***0.7696078***1.2346560*** +***5***0.6310680***1.3621000*** +accuracy = 73.97 #leaves = 71.40 max depth = 13.20 + diff --git a/data/oc1output/oocytes_merluccius_states_2f.txt b/data/oc1output/oocytes_merluccius_states_2f.txt deleted file mode 100755 index 845af0d..0000000 --- a/data/oc1output/oocytes_merluccius_states_2f.txt +++ /dev/null @@ -1,17 +0,0 @@ -Remapping class numbers: - 2 To 1 - 1 To 2 - 0 To 3 -Pruned decision tree written to csv/oocytes_merluccius_states_2f.csv.dt. -Unpruned decision tree written to csv/oocytes_merluccius_states_2f.csv.dt.unpruned. -fold 1: acc. = 88.24 #leaves = 5 max. depth = 3 -fold 2: acc. = 87.75 #leaves = 35 max. depth = 9 -fold 3: acc. = 90.69 #leaves = 41 max. depth = 9 -fold 4: acc. = 87.25 #leaves = 35 max. depth = 12 -fold 5: acc. = 85.92 #leaves = 34 max. depth = 11 -***1***0.8823529***0.7756740*** -***2***0.8774509***1.0367280*** -***3***0.9068627***0.9465450*** -***4***0.8725491***0.9542270*** -***5***0.8592233***1.3299420*** -accuracy = 87.96 #leaves = 30.00 max depth = 8.80 diff --git a/data/oc1output/oocytes_merluccius_states_2f_1.txt b/data/oc1output/oocytes_merluccius_states_2f_1.txt new file mode 100644 index 0000000..c3df2c2 --- /dev/null +++ b/data/oc1output/oocytes_merluccius_states_2f_1.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 2 To 1 + 1 To 2 + 0 To 3 +Pruned decision tree written to csv/oocytes_merluccius_states_2f.csv.dt. +Unpruned decision tree written to csv/oocytes_merluccius_states_2f.csv.dt.unpruned. +fold 1: acc. = 87.25 #leaves = 11 max. depth = 5 +fold 2: acc. = 87.25 #leaves = 35 max. depth = 10 +fold 3: acc. = 86.76 #leaves = 34 max. depth = 11 +fold 4: acc. = 89.71 #leaves = 43 max. depth = 10 +fold 5: acc. = 89.81 #leaves = 45 max. depth = 10 +***1***0.8725491***0.9970280*** +***2***0.8725491***1.1572130*** +***3***0.8676471***1.0610340*** +***4***0.8970588***1.2663830*** +***5***0.8980582***1.1642360*** +accuracy = 88.16 #leaves = 33.60 max depth = 9.20 + diff --git a/data/oc1output/oocytes_merluccius_states_2f_17.txt b/data/oc1output/oocytes_merluccius_states_2f_17.txt new file mode 100644 index 0000000..75d3f76 --- /dev/null +++ b/data/oc1output/oocytes_merluccius_states_2f_17.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 2 To 1 + 1 To 2 + 0 To 3 +Pruned decision tree written to csv/oocytes_merluccius_states_2f.csv.dt. +Unpruned decision tree written to csv/oocytes_merluccius_states_2f.csv.dt.unpruned. +fold 1: acc. = 93.14 #leaves = 4 max. depth = 3 +fold 2: acc. = 89.22 #leaves = 32 max. depth = 8 +fold 3: acc. = 91.18 #leaves = 34 max. depth = 8 +fold 4: acc. = 87.25 #leaves = 35 max. depth = 9 +fold 5: acc. = 89.32 #leaves = 34 max. depth = 8 +***1***0.9313725***0.9427620*** +***2***0.8921568***0.8964470*** +***3***0.9117647***1.0640760*** +***4***0.8725491***0.9689970*** +***5***0.8932039***1.0082410*** +accuracy = 90.02 #leaves = 27.80 max depth = 7.20 + diff --git a/data/oc1output/oocytes_merluccius_states_2f_1714.txt b/data/oc1output/oocytes_merluccius_states_2f_1714.txt new file mode 100644 index 0000000..90b69aa --- /dev/null +++ b/data/oc1output/oocytes_merluccius_states_2f_1714.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 2 To 1 + 1 To 2 + 0 To 3 +Pruned decision tree written to csv/oocytes_merluccius_states_2f.csv.dt. +Unpruned decision tree written to csv/oocytes_merluccius_states_2f.csv.dt.unpruned. +fold 1: acc. = 91.67 #leaves = 3 max. depth = 2 +fold 2: acc. = 90.20 #leaves = 35 max. depth = 11 +fold 3: acc. = 88.24 #leaves = 38 max. depth = 12 +fold 4: acc. = 92.65 #leaves = 30 max. depth = 11 +fold 5: acc. = 89.32 #leaves = 36 max. depth = 10 +***1***0.9166666***1.0709350*** +***2***0.9019607***1.1513800*** +***3***0.8823529***1.5170120*** +***4***0.9264706***0.7694190*** +***5***0.8932039***1.2504510*** +accuracy = 90.41 #leaves = 28.40 max depth = 9.20 + diff --git a/data/oc1output/oocytes_merluccius_states_2f_23.txt b/data/oc1output/oocytes_merluccius_states_2f_23.txt new file mode 100644 index 0000000..35925c3 --- /dev/null +++ b/data/oc1output/oocytes_merluccius_states_2f_23.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 2 To 1 + 1 To 2 + 0 To 3 +Pruned decision tree written to csv/oocytes_merluccius_states_2f.csv.dt. +Unpruned decision tree written to csv/oocytes_merluccius_states_2f.csv.dt.unpruned. +fold 1: acc. = 89.22 #leaves = 9 max. depth = 4 +fold 2: acc. = 82.84 #leaves = 34 max. depth = 9 +fold 3: acc. = 92.16 #leaves = 37 max. depth = 11 +fold 4: acc. = 85.29 #leaves = 44 max. depth = 13 +fold 5: acc. = 90.78 #leaves = 35 max. depth = 9 +***1***0.8921568***0.9116490*** +***2***0.8284314***1.0173860*** +***3***0.9215686***1.0727770*** +***4***0.8529412***1.5414460*** +***5***0.9077669***0.7249100*** +accuracy = 88.06 #leaves = 31.80 max depth = 9.20 + diff --git a/data/oc1output/oocytes_merluccius_states_2f_31.txt b/data/oc1output/oocytes_merluccius_states_2f_31.txt new file mode 100644 index 0000000..ba634b2 --- /dev/null +++ b/data/oc1output/oocytes_merluccius_states_2f_31.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 2 To 1 + 1 To 2 + 0 To 3 +Pruned decision tree written to csv/oocytes_merluccius_states_2f.csv.dt. +Unpruned decision tree written to csv/oocytes_merluccius_states_2f.csv.dt.unpruned. +fold 1: acc. = 85.78 #leaves = 6 max. depth = 3 +fold 2: acc. = 87.75 #leaves = 39 max. depth = 10 +fold 3: acc. = 87.25 #leaves = 30 max. depth = 11 +fold 4: acc. = 88.73 #leaves = 40 max. depth = 10 +fold 5: acc. = 88.83 #leaves = 38 max. depth = 10 +***1***0.8578432***0.9976150*** +***2***0.8774509***1.1240100*** +***3***0.8725491***0.8648540*** +***4***0.8872549***1.0486760*** +***5***0.8883495***0.8220360*** +accuracy = 87.67 #leaves = 30.60 max depth = 8.80 + diff --git a/data/oc1output/oocytes_merluccius_states_2f_57.txt b/data/oc1output/oocytes_merluccius_states_2f_57.txt new file mode 100644 index 0000000..adf84c6 --- /dev/null +++ b/data/oc1output/oocytes_merluccius_states_2f_57.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 2 To 1 + 1 To 2 + 0 To 3 +Pruned decision tree written to csv/oocytes_merluccius_states_2f.csv.dt. +Unpruned decision tree written to csv/oocytes_merluccius_states_2f.csv.dt.unpruned. +fold 1: acc. = 90.20 #leaves = 5 max. depth = 3 +fold 2: acc. = 89.22 #leaves = 39 max. depth = 10 +fold 3: acc. = 89.71 #leaves = 38 max. depth = 10 +fold 4: acc. = 88.24 #leaves = 39 max. depth = 12 +fold 5: acc. = 88.35 #leaves = 39 max. depth = 9 +***1***0.9019607***1.3139270*** +***2***0.8921568***0.9700550*** +***3***0.8970588***0.8880420*** +***4***0.8823529***1.4054610*** +***5***0.8834952***0.9402920*** +accuracy = 89.14 #leaves = 32.00 max depth = 8.80 + diff --git a/data/oc1output/oocytes_merluccius_states_2f_7.txt b/data/oc1output/oocytes_merluccius_states_2f_7.txt new file mode 100644 index 0000000..4f803ff --- /dev/null +++ b/data/oc1output/oocytes_merluccius_states_2f_7.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 2 To 1 + 1 To 2 + 0 To 3 +Pruned decision tree written to csv/oocytes_merluccius_states_2f.csv.dt. +Unpruned decision tree written to csv/oocytes_merluccius_states_2f.csv.dt.unpruned. +fold 1: acc. = 88.73 #leaves = 4 max. depth = 3 +fold 2: acc. = 90.20 #leaves = 34 max. depth = 10 +fold 3: acc. = 88.73 #leaves = 38 max. depth = 12 +fold 4: acc. = 91.18 #leaves = 35 max. depth = 9 +fold 5: acc. = 90.29 #leaves = 34 max. depth = 10 +***1***0.8872549***1.3010530*** +***2***0.9019607***0.8734530*** +***3***0.8872549***1.3545860*** +***4***0.9117647***1.0156130*** +***5***0.9029126***0.8524840*** +accuracy = 89.82 #leaves = 29.00 max depth = 8.80 + diff --git a/data/oc1output/oocytes_merluccius_states_2f_79.txt b/data/oc1output/oocytes_merluccius_states_2f_79.txt new file mode 100644 index 0000000..e93e07a --- /dev/null +++ b/data/oc1output/oocytes_merluccius_states_2f_79.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 2 To 1 + 1 To 2 + 0 To 3 +Pruned decision tree written to csv/oocytes_merluccius_states_2f.csv.dt. +Unpruned decision tree written to csv/oocytes_merluccius_states_2f.csv.dt.unpruned. +fold 1: acc. = 82.84 #leaves = 8 max. depth = 6 +fold 2: acc. = 89.22 #leaves = 35 max. depth = 12 +fold 3: acc. = 86.76 #leaves = 31 max. depth = 9 +fold 4: acc. = 90.20 #leaves = 37 max. depth = 10 +fold 5: acc. = 90.78 #leaves = 30 max. depth = 9 +***1***0.8284314***0.8369400*** +***2***0.8921568***0.9454700*** +***3***0.8676471***1.0428560*** +***4***0.9019607***0.8946030*** +***5***0.9077669***0.7787780*** +accuracy = 87.96 #leaves = 28.20 max depth = 9.20 + diff --git a/data/oc1output/oocytes_merluccius_states_2f_83.txt b/data/oc1output/oocytes_merluccius_states_2f_83.txt new file mode 100644 index 0000000..4da51e5 --- /dev/null +++ b/data/oc1output/oocytes_merluccius_states_2f_83.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 2 To 1 + 1 To 2 + 0 To 3 +Pruned decision tree written to csv/oocytes_merluccius_states_2f.csv.dt. +Unpruned decision tree written to csv/oocytes_merluccius_states_2f.csv.dt.unpruned. +fold 1: acc. = 91.18 #leaves = 4 max. depth = 3 +fold 2: acc. = 85.29 #leaves = 37 max. depth = 9 +fold 3: acc. = 90.69 #leaves = 34 max. depth = 10 +fold 4: acc. = 87.75 #leaves = 35 max. depth = 9 +fold 5: acc. = 90.29 #leaves = 33 max. depth = 8 +***1***0.9117647***0.8363860*** +***2***0.8529412***0.9289730*** +***3***0.9068627***1.0871900*** +***4***0.8774509***0.9898450*** +***5***0.9029126***0.9475230*** +accuracy = 89.04 #leaves = 28.60 max depth = 7.80 + diff --git a/data/oc1output/oocytes_merluccius_states_2f_97.txt b/data/oc1output/oocytes_merluccius_states_2f_97.txt new file mode 100644 index 0000000..60246e9 --- /dev/null +++ b/data/oc1output/oocytes_merluccius_states_2f_97.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 2 To 1 + 1 To 2 + 0 To 3 +Pruned decision tree written to csv/oocytes_merluccius_states_2f.csv.dt. +Unpruned decision tree written to csv/oocytes_merluccius_states_2f.csv.dt.unpruned. +fold 1: acc. = 89.71 #leaves = 3 max. depth = 2 +fold 2: acc. = 87.25 #leaves = 34 max. depth = 9 +fold 3: acc. = 87.75 #leaves = 35 max. depth = 9 +fold 4: acc. = 91.67 #leaves = 34 max. depth = 8 +fold 5: acc. = 88.35 #leaves = 34 max. depth = 10 +***1***0.8970588***0.9212730*** +***2***0.8725491***1.0254960*** +***3***0.8774509***0.9476040*** +***4***0.9166666***1.0182460*** +***5***0.8834952***0.8491270*** +accuracy = 88.94 #leaves = 28.00 max depth = 7.60 + diff --git a/data/oc1output/oocytes_trisopterus_nucleus_2f.txt b/data/oc1output/oocytes_trisopterus_nucleus_2f.txt deleted file mode 100755 index 97febba..0000000 --- a/data/oc1output/oocytes_trisopterus_nucleus_2f.txt +++ /dev/null @@ -1,15 +0,0 @@ -Remapping class numbers: - 0 To 2 -Pruned decision tree written to csv/oocytes_trisopterus_nucleus_2f.csv.dt. -Unpruned decision tree written to csv/oocytes_trisopterus_nucleus_2f.csv.dt.unpruned. -fold 1: acc. = 75.82 #leaves = 17 max. depth = 8 -fold 2: acc. = 73.63 #leaves = 55 max. depth = 12 -fold 3: acc. = 70.33 #leaves = 70 max. depth = 15 -fold 4: acc. = 70.33 #leaves = 59 max. depth = 10 -fold 5: acc. = 74.46 #leaves = 70 max. depth = 11 -***1***0.7582417***0.9559100*** -***2***0.7362638***0.9667320*** -***3***0.7032967***0.9587130*** -***4***0.7032967***1.0053520*** -***5***0.7445652***0.9024340*** -accuracy = 72.92 #leaves = 54.20 max depth = 11.20 diff --git a/data/oc1output/oocytes_trisopterus_nucleus_2f_1.txt b/data/oc1output/oocytes_trisopterus_nucleus_2f_1.txt new file mode 100644 index 0000000..98a5a93 --- /dev/null +++ b/data/oc1output/oocytes_trisopterus_nucleus_2f_1.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/oocytes_trisopterus_nucleus_2f.csv.dt. +Unpruned decision tree written to csv/oocytes_trisopterus_nucleus_2f.csv.dt.unpruned. +fold 1: acc. = 69.78 #leaves = 3 max. depth = 2 +fold 2: acc. = 76.92 #leaves = 70 max. depth = 13 +fold 3: acc. = 74.18 #leaves = 62 max. depth = 13 +fold 4: acc. = 74.73 #leaves = 64 max. depth = 11 +fold 5: acc. = 77.17 #leaves = 70 max. depth = 20 +***1***0.6978022***0.9609870*** +***2***0.7692308***1.0397700*** +***3***0.7417583***1.0849290*** +***4***0.7472527***0.9926890*** +***5***0.7717391***1.1201830*** +accuracy = 74.56 #leaves = 53.80 max depth = 11.80 + diff --git a/data/oc1output/oocytes_trisopterus_nucleus_2f_17.txt b/data/oc1output/oocytes_trisopterus_nucleus_2f_17.txt new file mode 100644 index 0000000..f9a25ef --- /dev/null +++ b/data/oc1output/oocytes_trisopterus_nucleus_2f_17.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/oocytes_trisopterus_nucleus_2f.csv.dt. +Unpruned decision tree written to csv/oocytes_trisopterus_nucleus_2f.csv.dt.unpruned. +fold 1: acc. = 73.08 #leaves = 8 max. depth = 4 +fold 2: acc. = 79.12 #leaves = 67 max. depth = 12 +fold 3: acc. = 76.37 #leaves = 67 max. depth = 12 +fold 4: acc. = 74.73 #leaves = 64 max. depth = 13 +fold 5: acc. = 75.00 #leaves = 65 max. depth = 16 +***1***0.7307692***0.9486130*** +***2***0.7912088***0.9429610*** +***3***0.7637362***0.9544240*** +***4***0.7472527***0.8871810*** +***5***0.7500000***1.0295770*** +accuracy = 75.66 #leaves = 54.20 max depth = 11.40 + diff --git a/data/oc1output/oocytes_trisopterus_nucleus_2f_1714.txt b/data/oc1output/oocytes_trisopterus_nucleus_2f_1714.txt new file mode 100644 index 0000000..72599f2 --- /dev/null +++ b/data/oc1output/oocytes_trisopterus_nucleus_2f_1714.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/oocytes_trisopterus_nucleus_2f.csv.dt. +Unpruned decision tree written to csv/oocytes_trisopterus_nucleus_2f.csv.dt.unpruned. +fold 1: acc. = 71.98 #leaves = 12 max. depth = 6 +fold 2: acc. = 73.08 #leaves = 66 max. depth = 12 +fold 3: acc. = 75.27 #leaves = 65 max. depth = 11 +fold 4: acc. = 64.84 #leaves = 73 max. depth = 12 +fold 5: acc. = 76.09 #leaves = 80 max. depth = 11 +***1***0.7197802***0.9674670*** +***2***0.7307692***1.0416400*** +***3***0.7527473***0.9869920*** +***4***0.6483517***0.8928370*** +***5***0.7608696***0.8648050*** +accuracy = 72.26 #leaves = 59.20 max depth = 10.40 + diff --git a/data/oc1output/oocytes_trisopterus_nucleus_2f_23.txt b/data/oc1output/oocytes_trisopterus_nucleus_2f_23.txt new file mode 100644 index 0000000..ba5e4c3 --- /dev/null +++ b/data/oc1output/oocytes_trisopterus_nucleus_2f_23.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/oocytes_trisopterus_nucleus_2f.csv.dt. +Unpruned decision tree written to csv/oocytes_trisopterus_nucleus_2f.csv.dt.unpruned. +fold 1: acc. = 82.42 #leaves = 3 max. depth = 2 +fold 2: acc. = 71.98 #leaves = 59 max. depth = 11 +fold 3: acc. = 72.53 #leaves = 68 max. depth = 14 +fold 4: acc. = 76.92 #leaves = 60 max. depth = 12 +fold 5: acc. = 77.72 #leaves = 66 max. depth = 11 +***1***0.8241758***0.9161450*** +***2***0.7197802***0.8101640*** +***3***0.7252747***1.0893010*** +***4***0.7692308***0.8900020*** +***5***0.7771739***1.0090190*** +accuracy = 76.32 #leaves = 51.20 max depth = 10.00 + diff --git a/data/oc1output/oocytes_trisopterus_nucleus_2f_31.txt b/data/oc1output/oocytes_trisopterus_nucleus_2f_31.txt new file mode 100644 index 0000000..0c55ffa --- /dev/null +++ b/data/oc1output/oocytes_trisopterus_nucleus_2f_31.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/oocytes_trisopterus_nucleus_2f.csv.dt. +Unpruned decision tree written to csv/oocytes_trisopterus_nucleus_2f.csv.dt.unpruned. +fold 1: acc. = 78.57 #leaves = 10 max. depth = 5 +fold 2: acc. = 76.92 #leaves = 59 max. depth = 15 +fold 3: acc. = 73.63 #leaves = 65 max. depth = 13 +fold 4: acc. = 81.87 #leaves = 61 max. depth = 13 +fold 5: acc. = 74.46 #leaves = 61 max. depth = 13 +***1***0.7857143***1.0217170*** +***2***0.7692308***1.3580430*** +***3***0.7362638***0.9983950*** +***4***0.8186814***0.8723190*** +***5***0.7445652***0.8066220*** +accuracy = 77.08 #leaves = 51.20 max depth = 11.80 + diff --git a/data/oc1output/oocytes_trisopterus_nucleus_2f_57.txt b/data/oc1output/oocytes_trisopterus_nucleus_2f_57.txt new file mode 100644 index 0000000..3147b53 --- /dev/null +++ b/data/oc1output/oocytes_trisopterus_nucleus_2f_57.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/oocytes_trisopterus_nucleus_2f.csv.dt. +Unpruned decision tree written to csv/oocytes_trisopterus_nucleus_2f.csv.dt.unpruned. +fold 1: acc. = 78.02 #leaves = 9 max. depth = 5 +fold 2: acc. = 74.73 #leaves = 71 max. depth = 14 +fold 3: acc. = 79.67 #leaves = 62 max. depth = 10 +fold 4: acc. = 74.18 #leaves = 69 max. depth = 11 +fold 5: acc. = 70.65 #leaves = 83 max. depth = 14 +***1***0.7802198***1.0654020*** +***2***0.7472527***1.0812780*** +***3***0.7967033***0.9647900*** +***4***0.7417583***0.9633880*** +***5***0.7065217***1.1556380*** +accuracy = 75.44 #leaves = 58.80 max depth = 10.80 + diff --git a/data/oc1output/oocytes_trisopterus_nucleus_2f_7.txt b/data/oc1output/oocytes_trisopterus_nucleus_2f_7.txt new file mode 100644 index 0000000..eebb76b --- /dev/null +++ b/data/oc1output/oocytes_trisopterus_nucleus_2f_7.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/oocytes_trisopterus_nucleus_2f.csv.dt. +Unpruned decision tree written to csv/oocytes_trisopterus_nucleus_2f.csv.dt.unpruned. +fold 1: acc. = 74.18 #leaves = 7 max. depth = 5 +fold 2: acc. = 67.58 #leaves = 62 max. depth = 12 +fold 3: acc. = 73.63 #leaves = 57 max. depth = 11 +fold 4: acc. = 71.98 #leaves = 67 max. depth = 13 +fold 5: acc. = 74.46 #leaves = 60 max. depth = 11 +***1***0.7417583***1.0514620*** +***2***0.6758242***1.0038980*** +***3***0.7362638***0.8143800*** +***4***0.7197802***0.9493050*** +***5***0.7445652***0.9675420*** +accuracy = 72.37 #leaves = 50.60 max depth = 10.40 + diff --git a/data/oc1output/oocytes_trisopterus_nucleus_2f_79.txt b/data/oc1output/oocytes_trisopterus_nucleus_2f_79.txt new file mode 100644 index 0000000..39a7362 --- /dev/null +++ b/data/oc1output/oocytes_trisopterus_nucleus_2f_79.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/oocytes_trisopterus_nucleus_2f.csv.dt. +Unpruned decision tree written to csv/oocytes_trisopterus_nucleus_2f.csv.dt.unpruned. +fold 1: acc. = 80.77 #leaves = 52 max. depth = 11 +fold 2: acc. = 69.78 #leaves = 64 max. depth = 10 +fold 3: acc. = 76.37 #leaves = 64 max. depth = 12 +fold 4: acc. = 74.73 #leaves = 66 max. depth = 12 +fold 5: acc. = 74.46 #leaves = 65 max. depth = 14 +***1***0.8076923***0.9411520*** +***2***0.6978022***0.8622890*** +***3***0.7637362***1.1035660*** +***4***0.7472527***1.1051120*** +***5***0.7445652***1.1272750*** +accuracy = 75.22 #leaves = 62.20 max depth = 11.80 + diff --git a/data/oc1output/oocytes_trisopterus_nucleus_2f_83.txt b/data/oc1output/oocytes_trisopterus_nucleus_2f_83.txt new file mode 100644 index 0000000..e4d4920 --- /dev/null +++ b/data/oc1output/oocytes_trisopterus_nucleus_2f_83.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/oocytes_trisopterus_nucleus_2f.csv.dt. +Unpruned decision tree written to csv/oocytes_trisopterus_nucleus_2f.csv.dt.unpruned. +fold 1: acc. = 81.32 #leaves = 25 max. depth = 8 +fold 2: acc. = 74.18 #leaves = 60 max. depth = 13 +fold 3: acc. = 74.73 #leaves = 68 max. depth = 12 +fold 4: acc. = 72.53 #leaves = 72 max. depth = 13 +fold 5: acc. = 71.74 #leaves = 73 max. depth = 10 +***1***0.8131868***0.8601990*** +***2***0.7417583***0.8878330*** +***3***0.7472527***0.9384440*** +***4***0.7252747***0.9312700*** +***5***0.7173913***0.9196840*** +accuracy = 74.89 #leaves = 59.60 max depth = 11.20 + diff --git a/data/oc1output/oocytes_trisopterus_nucleus_2f_97.txt b/data/oc1output/oocytes_trisopterus_nucleus_2f_97.txt new file mode 100644 index 0000000..cfed3ea --- /dev/null +++ b/data/oc1output/oocytes_trisopterus_nucleus_2f_97.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/oocytes_trisopterus_nucleus_2f.csv.dt. +Unpruned decision tree written to csv/oocytes_trisopterus_nucleus_2f.csv.dt.unpruned. +fold 1: acc. = 73.63 #leaves = 3 max. depth = 2 +fold 2: acc. = 72.53 #leaves = 64 max. depth = 12 +fold 3: acc. = 75.27 #leaves = 67 max. depth = 12 +fold 4: acc. = 71.98 #leaves = 70 max. depth = 11 +fold 5: acc. = 76.09 #leaves = 61 max. depth = 10 +***1***0.7362638***1.0399960*** +***2***0.7252747***0.8331510*** +***3***0.7527473***0.9518420*** +***4***0.7197802***0.9158110*** +***5***0.7608696***0.8794000*** +accuracy = 73.90 #leaves = 53.00 max depth = 9.40 + diff --git a/data/oc1output/oocytes_trisopterus_states_5b.txt b/data/oc1output/oocytes_trisopterus_states_5b.txt deleted file mode 100755 index d32ffb1..0000000 --- a/data/oc1output/oocytes_trisopterus_states_5b.txt +++ /dev/null @@ -1,16 +0,0 @@ -Remapping class numbers: - 0 To 2 - 2 To 3 -Pruned decision tree written to csv/oocytes_trisopterus_states_5b.csv.dt. -Unpruned decision tree written to csv/oocytes_trisopterus_states_5b.csv.dt.unpruned. -fold 1: acc. = 86.81 #leaves = 7 max. depth = 4 -fold 2: acc. = 84.62 #leaves = 45 max. depth = 19 -fold 3: acc. = 84.07 #leaves = 41 max. depth = 12 -fold 4: acc. = 93.96 #leaves = 48 max. depth = 16 -fold 5: acc. = 81.52 #leaves = 42 max. depth = 12 -***1***0.8681319***1.6108190*** -***2***0.8461539***1.6300120*** -***3***0.8406593***1.4862340*** -***4***0.9395605***1.5988220*** -***5***0.8152174***1.1357510*** -accuracy = 86.18 #leaves = 36.60 max depth = 12.60 diff --git a/data/oc1output/oocytes_trisopterus_states_5b_1.txt b/data/oc1output/oocytes_trisopterus_states_5b_1.txt new file mode 100644 index 0000000..870b871 --- /dev/null +++ b/data/oc1output/oocytes_trisopterus_states_5b_1.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 +Pruned decision tree written to csv/oocytes_trisopterus_states_5b.csv.dt. +Unpruned decision tree written to csv/oocytes_trisopterus_states_5b.csv.dt.unpruned. +fold 1: acc. = 89.01 #leaves = 24 max. depth = 9 +fold 2: acc. = 87.36 #leaves = 46 max. depth = 13 +fold 3: acc. = 86.26 #leaves = 40 max. depth = 15 +fold 4: acc. = 88.46 #leaves = 45 max. depth = 14 +fold 5: acc. = 84.24 #leaves = 42 max. depth = 9 +***1***0.8901098***1.3965840*** +***2***0.8736264***1.2726300*** +***3***0.8626373***1.6577470*** +***4***0.8846154***1.4164990*** +***5***0.8423913***0.9943820*** +accuracy = 87.06 #leaves = 39.40 max depth = 12.00 + diff --git a/data/oc1output/oocytes_trisopterus_states_5b_17.txt b/data/oc1output/oocytes_trisopterus_states_5b_17.txt new file mode 100644 index 0000000..ac01b76 --- /dev/null +++ b/data/oc1output/oocytes_trisopterus_states_5b_17.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 +Pruned decision tree written to csv/oocytes_trisopterus_states_5b.csv.dt. +Unpruned decision tree written to csv/oocytes_trisopterus_states_5b.csv.dt.unpruned. +fold 1: acc. = 86.26 #leaves = 7 max. depth = 4 +fold 2: acc. = 87.36 #leaves = 44 max. depth = 13 +fold 3: acc. = 87.36 #leaves = 38 max. depth = 10 +fold 4: acc. = 90.66 #leaves = 40 max. depth = 13 +fold 5: acc. = 83.70 #leaves = 39 max. depth = 15 +***1***0.8626373***1.2589250*** +***2***0.8736264***1.2868450*** +***3***0.8736264***1.1380780*** +***4***0.9065934***1.1420420*** +***5***0.8369566***1.3647410*** +accuracy = 87.06 #leaves = 33.60 max depth = 11.00 + diff --git a/data/oc1output/oocytes_trisopterus_states_5b_1714.txt b/data/oc1output/oocytes_trisopterus_states_5b_1714.txt new file mode 100644 index 0000000..307256c --- /dev/null +++ b/data/oc1output/oocytes_trisopterus_states_5b_1714.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 +Pruned decision tree written to csv/oocytes_trisopterus_states_5b.csv.dt. +Unpruned decision tree written to csv/oocytes_trisopterus_states_5b.csv.dt.unpruned. +fold 1: acc. = 86.26 #leaves = 15 max. depth = 7 +fold 2: acc. = 84.62 #leaves = 39 max. depth = 12 +fold 3: acc. = 88.46 #leaves = 43 max. depth = 11 +fold 4: acc. = 87.36 #leaves = 39 max. depth = 12 +fold 5: acc. = 85.33 #leaves = 44 max. depth = 16 +***1***0.8626373***0.8641200*** +***2***0.8461539***1.3219930*** +***3***0.8846154***1.1082820*** +***4***0.8736264***1.2551020*** +***5***0.8532609***1.3566730*** +accuracy = 86.40 #leaves = 36.00 max depth = 11.60 + diff --git a/data/oc1output/oocytes_trisopterus_states_5b_23.txt b/data/oc1output/oocytes_trisopterus_states_5b_23.txt new file mode 100644 index 0000000..5bd6b96 --- /dev/null +++ b/data/oc1output/oocytes_trisopterus_states_5b_23.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 +Pruned decision tree written to csv/oocytes_trisopterus_states_5b.csv.dt. +Unpruned decision tree written to csv/oocytes_trisopterus_states_5b.csv.dt.unpruned. +fold 1: acc. = 85.71 #leaves = 20 max. depth = 8 +fold 2: acc. = 82.42 #leaves = 36 max. depth = 13 +fold 3: acc. = 86.26 #leaves = 38 max. depth = 13 +fold 4: acc. = 87.36 #leaves = 40 max. depth = 15 +fold 5: acc. = 86.96 #leaves = 37 max. depth = 13 +***1***0.8571429***1.3309660*** +***2***0.8241758***1.1038910*** +***3***0.8626373***1.3557340*** +***4***0.8736264***1.3267610*** +***5***0.8695652***1.3508960*** +accuracy = 85.75 #leaves = 34.20 max depth = 12.40 + diff --git a/data/oc1output/oocytes_trisopterus_states_5b_31.txt b/data/oc1output/oocytes_trisopterus_states_5b_31.txt new file mode 100644 index 0000000..0d9bd1e --- /dev/null +++ b/data/oc1output/oocytes_trisopterus_states_5b_31.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 +Pruned decision tree written to csv/oocytes_trisopterus_states_5b.csv.dt. +Unpruned decision tree written to csv/oocytes_trisopterus_states_5b.csv.dt.unpruned. +fold 1: acc. = 85.71 #leaves = 29 max. depth = 10 +fold 2: acc. = 86.81 #leaves = 45 max. depth = 16 +fold 3: acc. = 87.36 #leaves = 41 max. depth = 15 +fold 4: acc. = 83.52 #leaves = 46 max. depth = 15 +fold 5: acc. = 89.13 #leaves = 42 max. depth = 15 +***1***0.8571429***1.0578190*** +***2***0.8681319***1.7853490*** +***3***0.8736264***1.1738810*** +***4***0.8351648***1.5922200*** +***5***0.8913043***1.3906240*** +accuracy = 86.51 #leaves = 40.60 max depth = 14.20 + diff --git a/data/oc1output/oocytes_trisopterus_states_5b_57.txt b/data/oc1output/oocytes_trisopterus_states_5b_57.txt new file mode 100644 index 0000000..579ef6a --- /dev/null +++ b/data/oc1output/oocytes_trisopterus_states_5b_57.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 +Pruned decision tree written to csv/oocytes_trisopterus_states_5b.csv.dt. +Unpruned decision tree written to csv/oocytes_trisopterus_states_5b.csv.dt.unpruned. +fold 1: acc. = 84.07 #leaves = 9 max. depth = 4 +fold 2: acc. = 90.11 #leaves = 45 max. depth = 14 +fold 3: acc. = 89.56 #leaves = 38 max. depth = 13 +fold 4: acc. = 87.36 #leaves = 42 max. depth = 11 +fold 5: acc. = 86.96 #leaves = 44 max. depth = 11 +***1***0.8406593***0.9587810*** +***2***0.9010990***1.3573220*** +***3***0.8956044***1.3652700*** +***4***0.8736264***1.2487910*** +***5***0.8695652***1.1171910*** +accuracy = 87.61 #leaves = 35.60 max depth = 10.60 + diff --git a/data/oc1output/oocytes_trisopterus_states_5b_7.txt b/data/oc1output/oocytes_trisopterus_states_5b_7.txt new file mode 100644 index 0000000..02766e3 --- /dev/null +++ b/data/oc1output/oocytes_trisopterus_states_5b_7.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 +Pruned decision tree written to csv/oocytes_trisopterus_states_5b.csv.dt. +Unpruned decision tree written to csv/oocytes_trisopterus_states_5b.csv.dt.unpruned. +fold 1: acc. = 86.26 #leaves = 29 max. depth = 8 +fold 2: acc. = 84.07 #leaves = 39 max. depth = 11 +fold 3: acc. = 87.36 #leaves = 43 max. depth = 13 +fold 4: acc. = 84.62 #leaves = 44 max. depth = 11 +fold 5: acc. = 86.41 #leaves = 44 max. depth = 16 +***1***0.8626373***1.4048980*** +***2***0.8406593***1.0134370*** +***3***0.8736264***1.5735360*** +***4***0.8461539***1.0957770*** +***5***0.8641304***1.6803510*** +accuracy = 85.75 #leaves = 39.80 max depth = 11.80 + diff --git a/data/oc1output/oocytes_trisopterus_states_5b_79.txt b/data/oc1output/oocytes_trisopterus_states_5b_79.txt new file mode 100644 index 0000000..912678b --- /dev/null +++ b/data/oc1output/oocytes_trisopterus_states_5b_79.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 +Pruned decision tree written to csv/oocytes_trisopterus_states_5b.csv.dt. +Unpruned decision tree written to csv/oocytes_trisopterus_states_5b.csv.dt.unpruned. +fold 1: acc. = 86.26 #leaves = 6 max. depth = 4 +fold 2: acc. = 86.26 #leaves = 39 max. depth = 12 +fold 3: acc. = 86.26 #leaves = 41 max. depth = 14 +fold 4: acc. = 85.16 #leaves = 47 max. depth = 15 +fold 5: acc. = 85.33 #leaves = 37 max. depth = 16 +***1***0.8626373***1.5587340*** +***2***0.8626373***1.2402400*** +***3***0.8626373***1.3714710*** +***4***0.8516483***1.6418470*** +***5***0.8532609***1.6782060*** +accuracy = 85.86 #leaves = 34.00 max depth = 12.20 + diff --git a/data/oc1output/oocytes_trisopterus_states_5b_83.txt b/data/oc1output/oocytes_trisopterus_states_5b_83.txt new file mode 100644 index 0000000..a392f95 --- /dev/null +++ b/data/oc1output/oocytes_trisopterus_states_5b_83.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 +Pruned decision tree written to csv/oocytes_trisopterus_states_5b.csv.dt. +Unpruned decision tree written to csv/oocytes_trisopterus_states_5b.csv.dt.unpruned. +fold 1: acc. = 81.87 #leaves = 6 max. depth = 3 +fold 2: acc. = 84.07 #leaves = 49 max. depth = 12 +fold 3: acc. = 91.76 #leaves = 40 max. depth = 11 +fold 4: acc. = 84.62 #leaves = 43 max. depth = 17 +fold 5: acc. = 84.78 #leaves = 44 max. depth = 11 +***1***0.8186814***1.1355290*** +***2***0.8406593***1.2759970*** +***3***0.9175824***1.1807300*** +***4***0.8461539***1.5264140*** +***5***0.8478261***1.2461040*** +accuracy = 85.42 #leaves = 36.40 max depth = 10.80 + diff --git a/data/oc1output/oocytes_trisopterus_states_5b_97.txt b/data/oc1output/oocytes_trisopterus_states_5b_97.txt new file mode 100644 index 0000000..480c0e8 --- /dev/null +++ b/data/oc1output/oocytes_trisopterus_states_5b_97.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 2 + 2 To 3 +Pruned decision tree written to csv/oocytes_trisopterus_states_5b.csv.dt. +Unpruned decision tree written to csv/oocytes_trisopterus_states_5b.csv.dt.unpruned. +fold 1: acc. = 83.52 #leaves = 2 max. depth = 1 +fold 2: acc. = 86.26 #leaves = 40 max. depth = 12 +fold 3: acc. = 86.26 #leaves = 38 max. depth = 15 +fold 4: acc. = 87.36 #leaves = 31 max. depth = 11 +fold 5: acc. = 89.13 #leaves = 40 max. depth = 13 +***1***0.8351648***1.1513480*** +***2***0.8626373***1.2729590*** +***3***0.8626373***1.4108300*** +***4***0.8736264***1.2912090*** +***5***0.8913043***1.3044740*** +accuracy = 86.51 #leaves = 30.20 max depth = 10.40 + diff --git a/data/oc1output/parkinsons.txt b/data/oc1output/parkinsons.txt deleted file mode 100755 index eac4ecf..0000000 --- a/data/oc1output/parkinsons.txt +++ /dev/null @@ -1,15 +0,0 @@ -Remapping class numbers: - 0 To 2 -Pruned decision tree written to csv/parkinsons.csv.dt. -Unpruned decision tree written to csv/parkinsons.csv.dt.unpruned. -fold 1: acc. = 89.74 #leaves = 4 max. depth = 3 -fold 2: acc. = 92.31 #leaves = 7 max. depth = 4 -fold 3: acc. = 84.62 #leaves = 8 max. depth = 6 -fold 4: acc. = 76.92 #leaves = 8 max. depth = 6 -fold 5: acc. = 89.74 #leaves = 7 max. depth = 5 -***1***0.8974359***0.0848630*** -***2***0.9230769***0.0801880*** -***3***0.8461539***0.1060770*** -***4***0.7692308***0.1026050*** -***5***0.8974359***0.0829780*** -accuracy = 86.67 #leaves = 6.80 max depth = 4.80 diff --git a/data/oc1output/parkinsons_1.txt b/data/oc1output/parkinsons_1.txt new file mode 100644 index 0000000..1ca7f8a --- /dev/null +++ b/data/oc1output/parkinsons_1.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/parkinsons.csv.dt. +Unpruned decision tree written to csv/parkinsons.csv.dt.unpruned. +fold 1: acc. = 84.62 #leaves = 2 max. depth = 1 +fold 2: acc. = 89.74 #leaves = 7 max. depth = 5 +fold 3: acc. = 84.62 #leaves = 9 max. depth = 4 +fold 4: acc. = 87.18 #leaves = 11 max. depth = 5 +fold 5: acc. = 87.18 #leaves = 7 max. depth = 5 +***1***0.8461539***0.0734460*** +***2***0.8974359***0.1032850*** +***3***0.8461539***0.0811380*** +***4***0.8717949***0.0969850*** +***5***0.8717949***0.0788370*** +accuracy = 86.67 #leaves = 7.20 max depth = 4.00 + diff --git a/data/oc1output/parkinsons_17.txt b/data/oc1output/parkinsons_17.txt new file mode 100644 index 0000000..265067f --- /dev/null +++ b/data/oc1output/parkinsons_17.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/parkinsons.csv.dt. +Unpruned decision tree written to csv/parkinsons.csv.dt.unpruned. +fold 1: acc. = 92.31 #leaves = 4 max. depth = 3 +fold 2: acc. = 79.49 #leaves = 7 max. depth = 4 +fold 3: acc. = 74.36 #leaves = 7 max. depth = 5 +fold 4: acc. = 84.62 #leaves = 7 max. depth = 5 +fold 5: acc. = 84.62 #leaves = 8 max. depth = 7 +***1***0.9230769***0.0753440*** +***2***0.7948718***0.0580680*** +***3***0.7435897***0.0843530*** +***4***0.8461539***0.0872470*** +***5***0.8461539***0.0564440*** +accuracy = 83.08 #leaves = 6.60 max depth = 4.80 + diff --git a/data/oc1output/parkinsons_1714.txt b/data/oc1output/parkinsons_1714.txt new file mode 100644 index 0000000..220ea85 --- /dev/null +++ b/data/oc1output/parkinsons_1714.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/parkinsons.csv.dt. +Unpruned decision tree written to csv/parkinsons.csv.dt.unpruned. +fold 1: acc. = 82.05 #leaves = 2 max. depth = 1 +fold 2: acc. = 89.74 #leaves = 7 max. depth = 6 +fold 3: acc. = 76.92 #leaves = 9 max. depth = 6 +fold 4: acc. = 89.74 #leaves = 8 max. depth = 7 +fold 5: acc. = 87.18 #leaves = 7 max. depth = 5 +***1***0.8205128***0.0980570*** +***2***0.8974359***0.1085060*** +***3***0.7692308***0.1004240*** +***4***0.8974359***0.1232070*** +***5***0.8717949***0.0855730*** +accuracy = 85.13 #leaves = 6.60 max depth = 5.00 + diff --git a/data/oc1output/parkinsons_23.txt b/data/oc1output/parkinsons_23.txt new file mode 100644 index 0000000..e2b9515 --- /dev/null +++ b/data/oc1output/parkinsons_23.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/parkinsons.csv.dt. +Unpruned decision tree written to csv/parkinsons.csv.dt.unpruned. +fold 1: acc. = 82.05 #leaves = 3 max. depth = 2 +fold 2: acc. = 92.31 #leaves = 9 max. depth = 5 +fold 3: acc. = 76.92 #leaves = 8 max. depth = 5 +fold 4: acc. = 74.36 #leaves = 7 max. depth = 5 +fold 5: acc. = 84.62 #leaves = 9 max. depth = 5 +***1***0.8205128***0.1040810*** +***2***0.9230769***0.0863530*** +***3***0.7692308***0.0841270*** +***4***0.7435897***0.0616820*** +***5***0.8461539***0.0945880*** +accuracy = 82.05 #leaves = 7.20 max depth = 4.40 + diff --git a/data/oc1output/parkinsons_31.txt b/data/oc1output/parkinsons_31.txt new file mode 100644 index 0000000..d867d65 --- /dev/null +++ b/data/oc1output/parkinsons_31.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/parkinsons.csv.dt. +Unpruned decision tree written to csv/parkinsons.csv.dt.unpruned. +fold 1: acc. = 92.31 #leaves = 2 max. depth = 1 +fold 2: acc. = 92.31 #leaves = 7 max. depth = 4 +fold 3: acc. = 87.18 #leaves = 8 max. depth = 6 +fold 4: acc. = 92.31 #leaves = 10 max. depth = 6 +fold 5: acc. = 79.49 #leaves = 5 max. depth = 3 +***1***0.9230769***0.1072610*** +***2***0.9230769***0.0744910*** +***3***0.8717949***0.1051390*** +***4***0.9230769***0.0959370*** +***5***0.7948718***0.0593270*** +accuracy = 88.72 #leaves = 6.40 max depth = 4.00 + diff --git a/data/oc1output/parkinsons_57.txt b/data/oc1output/parkinsons_57.txt new file mode 100644 index 0000000..8d00797 --- /dev/null +++ b/data/oc1output/parkinsons_57.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/parkinsons.csv.dt. +Unpruned decision tree written to csv/parkinsons.csv.dt.unpruned. +fold 1: acc. = 89.74 #leaves = 4 max. depth = 3 +fold 2: acc. = 94.87 #leaves = 8 max. depth = 5 +fold 3: acc. = 84.62 #leaves = 7 max. depth = 6 +fold 4: acc. = 87.18 #leaves = 10 max. depth = 6 +fold 5: acc. = 82.05 #leaves = 7 max. depth = 6 +***1***0.8974359***0.0782910*** +***2***0.9487180***0.0824240*** +***3***0.8461539***0.1042280*** +***4***0.8717949***0.0993090*** +***5***0.8205128***0.1069600*** +accuracy = 87.69 #leaves = 7.20 max depth = 5.20 + diff --git a/data/oc1output/parkinsons_7.txt b/data/oc1output/parkinsons_7.txt new file mode 100644 index 0000000..4039300 --- /dev/null +++ b/data/oc1output/parkinsons_7.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/parkinsons.csv.dt. +Unpruned decision tree written to csv/parkinsons.csv.dt.unpruned. +fold 1: acc. = 89.74 #leaves = 2 max. depth = 1 +fold 2: acc. = 87.18 #leaves = 8 max. depth = 6 +fold 3: acc. = 94.87 #leaves = 6 max. depth = 4 +fold 4: acc. = 94.87 #leaves = 7 max. depth = 4 +fold 5: acc. = 82.05 #leaves = 8 max. depth = 5 +***1***0.8974359***0.0925730*** +***2***0.8717949***0.1094870*** +***3***0.9487180***0.0700060*** +***4***0.9487180***0.0722600*** +***5***0.8205128***0.0817210*** +accuracy = 89.74 #leaves = 6.20 max depth = 4.00 + diff --git a/data/oc1output/parkinsons_79.txt b/data/oc1output/parkinsons_79.txt new file mode 100644 index 0000000..5f651ec --- /dev/null +++ b/data/oc1output/parkinsons_79.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/parkinsons.csv.dt. +Unpruned decision tree written to csv/parkinsons.csv.dt.unpruned. +fold 1: acc. = 92.31 #leaves = 2 max. depth = 1 +fold 2: acc. = 87.18 #leaves = 6 max. depth = 4 +fold 3: acc. = 92.31 #leaves = 7 max. depth = 4 +fold 4: acc. = 87.18 #leaves = 7 max. depth = 5 +fold 5: acc. = 84.62 #leaves = 7 max. depth = 5 +***1***0.9230769***0.0838190*** +***2***0.8717949***0.0729830*** +***3***0.9230769***0.0655940*** +***4***0.8717949***0.0778850*** +***5***0.8461539***0.0816470*** +accuracy = 88.72 #leaves = 5.80 max depth = 3.80 + diff --git a/data/oc1output/parkinsons_83.txt b/data/oc1output/parkinsons_83.txt new file mode 100644 index 0000000..a328c32 --- /dev/null +++ b/data/oc1output/parkinsons_83.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/parkinsons.csv.dt. +Unpruned decision tree written to csv/parkinsons.csv.dt.unpruned. +fold 1: acc. = 84.62 #leaves = 3 max. depth = 2 +fold 2: acc. = 89.74 #leaves = 9 max. depth = 6 +fold 3: acc. = 89.74 #leaves = 9 max. depth = 6 +fold 4: acc. = 76.92 #leaves = 10 max. depth = 7 +fold 5: acc. = 97.44 #leaves = 8 max. depth = 7 +***1***0.8461539***0.0742420*** +***2***0.8974359***0.0691170*** +***3***0.8974359***0.1115290*** +***4***0.7692308***0.1218830*** +***5***0.9743590***0.1296280*** +accuracy = 87.69 #leaves = 7.80 max depth = 5.60 + diff --git a/data/oc1output/parkinsons_97.txt b/data/oc1output/parkinsons_97.txt new file mode 100644 index 0000000..b73b6ea --- /dev/null +++ b/data/oc1output/parkinsons_97.txt @@ -0,0 +1,15 @@ +Remapping class numbers: + 0 To 2 +Unpruned decision tree written to csv/parkinsons.csv.dt. +fold 1: acc. = 84.62 #leaves = 8 max. depth = 5 +fold 2: acc. = 87.18 #leaves = 7 max. depth = 5 +fold 3: acc. = 84.62 #leaves = 8 max. depth = 5 +fold 4: acc. = 92.31 #leaves = 6 max. depth = 5 +fold 5: acc. = 82.05 #leaves = 10 max. depth = 5 +***1***0.8461539***0.0908470*** +***2***0.8717949***0.0910190*** +***3***0.8461539***0.0823950*** +***4***0.9230769***0.0880620*** +***5***0.8205128***0.0711770*** +accuracy = 86.15 #leaves = 7.80 max depth = 5.00 + diff --git a/data/oc1output/pima.txt b/data/oc1output/pima.txt deleted file mode 100755 index 38bf262..0000000 --- a/data/oc1output/pima.txt +++ /dev/null @@ -1,15 +0,0 @@ -Remapping class numbers: - 0 To 2 -Pruned decision tree written to csv/pima.csv.dt. -Unpruned decision tree written to csv/pima.csv.dt.unpruned. -fold 1: acc. = 71.90 #leaves = 6 max. depth = 5 -fold 2: acc. = 70.59 #leaves = 70 max. depth = 11 -fold 3: acc. = 70.59 #leaves = 61 max. depth = 12 -fold 4: acc. = 71.24 #leaves = 67 max. depth = 11 -fold 5: acc. = 66.67 #leaves = 60 max. depth = 13 -***1***0.7189543***0.3552460*** -***2***0.7058823***0.3874330*** -***3***0.7058823***0.3434020*** -***4***0.7124183***0.3485130*** -***5***0.6666666***0.4084230*** -accuracy = 70.18 #leaves = 52.80 max depth = 10.40 diff --git a/data/oc1output/pima_1.txt b/data/oc1output/pima_1.txt new file mode 100644 index 0000000..50fbb7c --- /dev/null +++ b/data/oc1output/pima_1.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/pima.csv.dt. +Unpruned decision tree written to csv/pima.csv.dt.unpruned. +fold 1: acc. = 69.28 #leaves = 2 max. depth = 1 +fold 2: acc. = 69.93 #leaves = 56 max. depth = 15 +fold 3: acc. = 66.01 #leaves = 67 max. depth = 11 +fold 4: acc. = 67.32 #leaves = 63 max. depth = 10 +fold 5: acc. = 68.59 #leaves = 70 max. depth = 12 +***1***0.6928104***0.3512110*** +***2***0.6993464***0.4135670*** +***3***0.6601307***0.2982150*** +***4***0.6732026***0.4094970*** +***5***0.6858975***0.4422430*** +accuracy = 68.23 #leaves = 51.60 max depth = 9.80 + diff --git a/data/oc1output/pima_17.txt b/data/oc1output/pima_17.txt new file mode 100644 index 0000000..78e6a16 --- /dev/null +++ b/data/oc1output/pima_17.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/pima.csv.dt. +Unpruned decision tree written to csv/pima.csv.dt.unpruned. +fold 1: acc. = 72.55 #leaves = 9 max. depth = 5 +fold 2: acc. = 62.09 #leaves = 65 max. depth = 10 +fold 3: acc. = 64.05 #leaves = 67 max. depth = 10 +fold 4: acc. = 66.01 #leaves = 64 max. depth = 11 +fold 5: acc. = 73.72 #leaves = 62 max. depth = 13 +***1***0.7254902***0.3371170*** +***2***0.6209151***0.4002120*** +***3***0.6405228***0.4016420*** +***4***0.6601307***0.3709580*** +***5***0.7371795***0.3393800*** +accuracy = 67.71 #leaves = 53.40 max depth = 9.80 + diff --git a/data/oc1output/pima_1714.txt b/data/oc1output/pima_1714.txt new file mode 100644 index 0000000..e4d3d89 --- /dev/null +++ b/data/oc1output/pima_1714.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/pima.csv.dt. +Unpruned decision tree written to csv/pima.csv.dt.unpruned. +fold 1: acc. = 73.20 #leaves = 3 max. depth = 2 +fold 2: acc. = 71.24 #leaves = 74 max. depth = 12 +fold 3: acc. = 71.24 #leaves = 62 max. depth = 12 +fold 4: acc. = 69.93 #leaves = 72 max. depth = 12 +fold 5: acc. = 65.38 #leaves = 68 max. depth = 11 +***1***0.7320262***0.3427300*** +***2***0.7124183***0.4360850*** +***3***0.7124183***0.3569180*** +***4***0.6993464***0.3615700*** +***5***0.6538461***0.3633420*** +accuracy = 70.18 #leaves = 55.80 max depth = 9.80 + diff --git a/data/oc1output/pima_23.txt b/data/oc1output/pima_23.txt new file mode 100644 index 0000000..b8e7614 --- /dev/null +++ b/data/oc1output/pima_23.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/pima.csv.dt. +Unpruned decision tree written to csv/pima.csv.dt.unpruned. +fold 1: acc. = 72.55 #leaves = 8 max. depth = 6 +fold 2: acc. = 70.59 #leaves = 61 max. depth = 15 +fold 3: acc. = 70.59 #leaves = 55 max. depth = 12 +fold 4: acc. = 71.90 #leaves = 67 max. depth = 13 +fold 5: acc. = 71.15 #leaves = 67 max. depth = 12 +***1***0.7254902***0.4234740*** +***2***0.7058823***0.3900060*** +***3***0.7058823***0.3302990*** +***4***0.7189543***0.3701090*** +***5***0.7115385***0.4223240*** +accuracy = 71.35 #leaves = 51.60 max depth = 11.60 + diff --git a/data/oc1output/pima_31.txt b/data/oc1output/pima_31.txt new file mode 100644 index 0000000..8657213 --- /dev/null +++ b/data/oc1output/pima_31.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/pima.csv.dt. +Unpruned decision tree written to csv/pima.csv.dt.unpruned. +fold 1: acc. = 78.43 #leaves = 4 max. depth = 3 +fold 2: acc. = 64.05 #leaves = 67 max. depth = 12 +fold 3: acc. = 71.24 #leaves = 64 max. depth = 10 +fold 4: acc. = 67.32 #leaves = 63 max. depth = 11 +fold 5: acc. = 65.38 #leaves = 67 max. depth = 11 +***1***0.7843137***0.3848240*** +***2***0.6405228***0.3573950*** +***3***0.7124183***0.3185940*** +***4***0.6732026***0.4101030*** +***5***0.6538461***0.4294590*** +accuracy = 69.27 #leaves = 53.00 max depth = 9.40 + diff --git a/data/oc1output/pima_57.txt b/data/oc1output/pima_57.txt new file mode 100644 index 0000000..81eb3a3 --- /dev/null +++ b/data/oc1output/pima_57.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/pima.csv.dt. +Unpruned decision tree written to csv/pima.csv.dt.unpruned. +fold 1: acc. = 73.86 #leaves = 2 max. depth = 1 +fold 2: acc. = 67.97 #leaves = 57 max. depth = 11 +fold 3: acc. = 71.90 #leaves = 64 max. depth = 12 +fold 4: acc. = 69.93 #leaves = 70 max. depth = 12 +fold 5: acc. = 70.51 #leaves = 66 max. depth = 14 +***1***0.7385621***0.4173060*** +***2***0.6797385***0.3958090*** +***3***0.7189543***0.3843100*** +***4***0.6993464***0.3979360*** +***5***0.7051282***0.3325170*** +accuracy = 70.83 #leaves = 51.80 max depth = 10.00 + diff --git a/data/oc1output/pima_7.txt b/data/oc1output/pima_7.txt new file mode 100644 index 0000000..573b9f1 --- /dev/null +++ b/data/oc1output/pima_7.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/pima.csv.dt. +Unpruned decision tree written to csv/pima.csv.dt.unpruned. +fold 1: acc. = 71.24 #leaves = 3 max. depth = 2 +fold 2: acc. = 69.93 #leaves = 71 max. depth = 15 +fold 3: acc. = 65.36 #leaves = 64 max. depth = 11 +fold 4: acc. = 65.36 #leaves = 64 max. depth = 10 +fold 5: acc. = 68.59 #leaves = 71 max. depth = 11 +***1***0.7124183***0.3361280*** +***2***0.6993464***0.4066310*** +***3***0.6535947***0.4020770*** +***4***0.6535947***0.3801840*** +***5***0.6858975***0.3883060*** +accuracy = 68.10 #leaves = 54.60 max depth = 9.80 + diff --git a/data/oc1output/pima_79.txt b/data/oc1output/pima_79.txt new file mode 100644 index 0000000..08c02aa --- /dev/null +++ b/data/oc1output/pima_79.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/pima.csv.dt. +Unpruned decision tree written to csv/pima.csv.dt.unpruned. +fold 1: acc. = 72.55 #leaves = 2 max. depth = 1 +fold 2: acc. = 65.36 #leaves = 57 max. depth = 10 +fold 3: acc. = 67.97 #leaves = 66 max. depth = 13 +fold 4: acc. = 72.55 #leaves = 64 max. depth = 16 +fold 5: acc. = 67.95 #leaves = 65 max. depth = 11 +***1***0.7254902***0.3944220*** +***2***0.6535947***0.3546720*** +***3***0.6797385***0.4508840*** +***4***0.7254902***0.3647160*** +***5***0.6794872***0.3714400*** +accuracy = 69.27 #leaves = 50.80 max depth = 10.20 + diff --git a/data/oc1output/pima_83.txt b/data/oc1output/pima_83.txt new file mode 100644 index 0000000..9e49237 --- /dev/null +++ b/data/oc1output/pima_83.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/pima.csv.dt. +Unpruned decision tree written to csv/pima.csv.dt.unpruned. +fold 1: acc. = 70.59 #leaves = 14 max. depth = 8 +fold 2: acc. = 72.55 #leaves = 64 max. depth = 10 +fold 3: acc. = 70.59 #leaves = 66 max. depth = 11 +fold 4: acc. = 69.28 #leaves = 67 max. depth = 9 +fold 5: acc. = 61.54 #leaves = 64 max. depth = 10 +***1***0.7058823***0.4138430*** +***2***0.7254902***0.3785490*** +***3***0.7058823***0.3601380*** +***4***0.6928104***0.3473580*** +***5***0.6153846***0.3900610*** +accuracy = 68.88 #leaves = 55.00 max depth = 9.60 + diff --git a/data/oc1output/pima_97.txt b/data/oc1output/pima_97.txt new file mode 100644 index 0000000..fcaa77a --- /dev/null +++ b/data/oc1output/pima_97.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/pima.csv.dt. +Unpruned decision tree written to csv/pima.csv.dt.unpruned. +fold 1: acc. = 75.16 #leaves = 5 max. depth = 3 +fold 2: acc. = 64.71 #leaves = 54 max. depth = 12 +fold 3: acc. = 69.28 #leaves = 61 max. depth = 12 +fold 4: acc. = 71.24 #leaves = 63 max. depth = 10 +fold 5: acc. = 65.38 #leaves = 64 max. depth = 12 +***1***0.7516340***0.3911990*** +***2***0.6470588***0.3213680*** +***3***0.6928104***0.4130660*** +***4***0.7124183***0.3412060*** +***5***0.6538461***0.3401520*** +accuracy = 69.14 #leaves = 49.40 max depth = 9.80 + diff --git a/data/oc1output/pittsburg-bridges-MATERIAL.txt b/data/oc1output/pittsburg-bridges-MATERIAL.txt deleted file mode 100755 index c5e08b7..0000000 --- a/data/oc1output/pittsburg-bridges-MATERIAL.txt +++ /dev/null @@ -1,17 +0,0 @@ -Remapping class numbers: - 0 To 1 - 1 To 2 - 2 To 3 -Pruned decision tree written to csv/pittsburg-bridges-MATERIAL.csv.dt. -Unpruned decision tree written to csv/pittsburg-bridges-MATERIAL.csv.dt.unpruned. -fold 1: acc. = 71.43 #leaves = 3 max. depth = 2 -fold 2: acc. = 61.90 #leaves = 8 max. depth = 5 -fold 3: acc. = 80.95 #leaves = 8 max. depth = 4 -fold 4: acc. = 85.71 #leaves = 12 max. depth = 6 -fold 5: acc. = 95.45 #leaves = 9 max. depth = 5 -***1***0.7142857***0.0153410*** -***2***0.6190476***0.0082140*** -***3***0.8095238***0.0204220*** -***4***0.8571429***0.0147140*** -***5***0.9545454***0.0125010*** -accuracy = 79.25 #leaves = 8.00 max depth = 4.40 diff --git a/data/oc1output/pittsburg-bridges-MATERIAL_1.txt b/data/oc1output/pittsburg-bridges-MATERIAL_1.txt new file mode 100644 index 0000000..706edeb --- /dev/null +++ b/data/oc1output/pittsburg-bridges-MATERIAL_1.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-MATERIAL.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-MATERIAL.csv.dt.unpruned. +fold 1: acc. = 66.67 #leaves = 3 max. depth = 2 +fold 2: acc. = 95.24 #leaves = 12 max. depth = 5 +fold 3: acc. = 71.43 #leaves = 5 max. depth = 3 +fold 4: acc. = 80.95 #leaves = 8 max. depth = 5 +fold 5: acc. = 81.82 #leaves = 8 max. depth = 4 +***1***0.6666666***0.0175810*** +***2***0.9523810***0.0151260*** +***3***0.7142857***0.0157690*** +***4***0.8095238***0.0136640*** +***5***0.8181818***0.0175350*** +accuracy = 79.25 #leaves = 7.20 max depth = 3.80 + diff --git a/data/oc1output/pittsburg-bridges-MATERIAL_17.txt b/data/oc1output/pittsburg-bridges-MATERIAL_17.txt new file mode 100644 index 0000000..f3eb0cd --- /dev/null +++ b/data/oc1output/pittsburg-bridges-MATERIAL_17.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-MATERIAL.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-MATERIAL.csv.dt.unpruned. +fold 1: acc. = 76.19 #leaves = 2 max. depth = 1 +fold 2: acc. = 85.71 #leaves = 14 max. depth = 8 +fold 3: acc. = 90.48 #leaves = 12 max. depth = 6 +fold 4: acc. = 90.48 #leaves = 12 max. depth = 5 +fold 5: acc. = 77.27 #leaves = 8 max. depth = 4 +***1***0.7619048***0.0141800*** +***2***0.8571429***0.0149970*** +***3***0.9047619***0.0174630*** +***4***0.9047619***0.0135040*** +***5***0.7727273***0.0111560*** +accuracy = 83.96 #leaves = 9.60 max depth = 4.80 + diff --git a/data/oc1output/pittsburg-bridges-MATERIAL_1714.txt b/data/oc1output/pittsburg-bridges-MATERIAL_1714.txt new file mode 100644 index 0000000..a7d1101 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-MATERIAL_1714.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-MATERIAL.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-MATERIAL.csv.dt.unpruned. +fold 1: acc. = 85.71 #leaves = 2 max. depth = 1 +fold 2: acc. = 80.95 #leaves = 9 max. depth = 4 +fold 3: acc. = 80.95 #leaves = 11 max. depth = 6 +fold 4: acc. = 76.19 #leaves = 10 max. depth = 5 +fold 5: acc. = 90.91 #leaves = 10 max. depth = 5 +***1***0.8571429***0.0151990*** +***2***0.8095238***0.0204820*** +***3***0.8095238***0.0294210*** +***4***0.7619048***0.0162430*** +***5***0.9090909***0.0145480*** +accuracy = 83.02 #leaves = 8.40 max depth = 4.20 + diff --git a/data/oc1output/pittsburg-bridges-MATERIAL_23.txt b/data/oc1output/pittsburg-bridges-MATERIAL_23.txt new file mode 100644 index 0000000..47f8c71 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-MATERIAL_23.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-MATERIAL.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-MATERIAL.csv.dt.unpruned. +fold 1: acc. = 85.71 #leaves = 2 max. depth = 1 +fold 2: acc. = 80.95 #leaves = 9 max. depth = 5 +fold 3: acc. = 80.95 #leaves = 8 max. depth = 5 +fold 4: acc. = 85.71 #leaves = 9 max. depth = 4 +fold 5: acc. = 77.27 #leaves = 7 max. depth = 4 +***1***0.8571429***0.0134710*** +***2***0.8095238***0.0235400*** +***3***0.8095238***0.0148860*** +***4***0.8571429***0.0147400*** +***5***0.7727273***0.0137720*** +accuracy = 82.08 #leaves = 7.00 max depth = 3.80 + diff --git a/data/oc1output/pittsburg-bridges-MATERIAL_31.txt b/data/oc1output/pittsburg-bridges-MATERIAL_31.txt new file mode 100644 index 0000000..0b9a19f --- /dev/null +++ b/data/oc1output/pittsburg-bridges-MATERIAL_31.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-MATERIAL.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-MATERIAL.csv.dt.unpruned. +fold 1: acc. = 66.67 #leaves = 2 max. depth = 1 +fold 2: acc. = 76.19 #leaves = 9 max. depth = 7 +fold 3: acc. = 85.71 #leaves = 9 max. depth = 5 +fold 4: acc. = 80.95 #leaves = 9 max. depth = 4 +fold 5: acc. = 63.64 #leaves = 9 max. depth = 5 +***1***0.6666666***0.0179990*** +***2***0.7619048***0.0126400*** +***3***0.8571429***0.0161290*** +***4***0.8095238***0.0149680*** +***5***0.6363636***0.0182420*** +accuracy = 74.53 #leaves = 7.60 max depth = 4.40 + diff --git a/data/oc1output/pittsburg-bridges-MATERIAL_57.txt b/data/oc1output/pittsburg-bridges-MATERIAL_57.txt new file mode 100644 index 0000000..6cc2e6a --- /dev/null +++ b/data/oc1output/pittsburg-bridges-MATERIAL_57.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-MATERIAL.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-MATERIAL.csv.dt.unpruned. +fold 1: acc. = 80.95 #leaves = 9 max. depth = 5 +fold 2: acc. = 90.48 #leaves = 9 max. depth = 4 +fold 3: acc. = 76.19 #leaves = 8 max. depth = 4 +fold 4: acc. = 80.95 #leaves = 9 max. depth = 4 +fold 5: acc. = 59.09 #leaves = 9 max. depth = 4 +***1***0.8095238***0.0208660*** +***2***0.9047619***0.0189590*** +***3***0.7619048***0.0186420*** +***4***0.8095238***0.0145600*** +***5***0.5909091***0.0176630*** +accuracy = 77.36 #leaves = 8.80 max depth = 4.20 + diff --git a/data/oc1output/pittsburg-bridges-MATERIAL_7.txt b/data/oc1output/pittsburg-bridges-MATERIAL_7.txt new file mode 100644 index 0000000..3111156 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-MATERIAL_7.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-MATERIAL.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-MATERIAL.csv.dt.unpruned. +fold 1: acc. = 90.48 #leaves = 2 max. depth = 1 +fold 2: acc. = 66.67 #leaves = 6 max. depth = 4 +fold 3: acc. = 90.48 #leaves = 10 max. depth = 5 +fold 4: acc. = 66.67 #leaves = 6 max. depth = 4 +fold 5: acc. = 90.91 #leaves = 10 max. depth = 5 +***1***0.9047619***0.0161250*** +***2***0.6666666***0.0187930*** +***3***0.9047619***0.0187230*** +***4***0.6666666***0.0090760*** +***5***0.9090909***0.0142600*** +accuracy = 81.13 #leaves = 6.80 max depth = 3.80 + diff --git a/data/oc1output/pittsburg-bridges-MATERIAL_79.txt b/data/oc1output/pittsburg-bridges-MATERIAL_79.txt new file mode 100644 index 0000000..b257422 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-MATERIAL_79.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-MATERIAL.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-MATERIAL.csv.dt.unpruned. +fold 1: acc. = 76.19 #leaves = 2 max. depth = 1 +fold 2: acc. = 76.19 #leaves = 9 max. depth = 6 +fold 3: acc. = 90.48 #leaves = 10 max. depth = 5 +fold 4: acc. = 80.95 #leaves = 9 max. depth = 6 +fold 5: acc. = 90.91 #leaves = 11 max. depth = 6 +***1***0.7619048***0.0136300*** +***2***0.7619048***0.0149690*** +***3***0.9047619***0.0164540*** +***4***0.8095238***0.0172630*** +***5***0.9090909***0.0145630*** +accuracy = 83.02 #leaves = 8.20 max depth = 4.80 + diff --git a/data/oc1output/pittsburg-bridges-MATERIAL_83.txt b/data/oc1output/pittsburg-bridges-MATERIAL_83.txt new file mode 100644 index 0000000..3341822 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-MATERIAL_83.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-MATERIAL.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-MATERIAL.csv.dt.unpruned. +fold 1: acc. = 76.19 #leaves = 2 max. depth = 1 +fold 2: acc. = 80.95 #leaves = 7 max. depth = 5 +fold 3: acc. = 85.71 #leaves = 14 max. depth = 6 +fold 4: acc. = 71.43 #leaves = 9 max. depth = 5 +fold 5: acc. = 100.00 #leaves = 13 max. depth = 6 +***1***0.7619048***0.0174390*** +***2***0.8095238***0.0131580*** +***3***0.8571429***0.0137800*** +***4***0.7142857***0.0150660*** +***5***1.0000000***0.0168770*** +accuracy = 83.02 #leaves = 9.00 max depth = 4.60 + diff --git a/data/oc1output/pittsburg-bridges-MATERIAL_97.txt b/data/oc1output/pittsburg-bridges-MATERIAL_97.txt new file mode 100644 index 0000000..3aa2fdf --- /dev/null +++ b/data/oc1output/pittsburg-bridges-MATERIAL_97.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-MATERIAL.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-MATERIAL.csv.dt.unpruned. +fold 1: acc. = 80.95 #leaves = 2 max. depth = 1 +fold 2: acc. = 80.95 #leaves = 7 max. depth = 4 +fold 3: acc. = 90.48 #leaves = 5 max. depth = 3 +fold 4: acc. = 71.43 #leaves = 9 max. depth = 5 +fold 5: acc. = 90.91 #leaves = 9 max. depth = 6 +***1***0.8095238***0.0098960*** +***2***0.8095238***0.0131630*** +***3***0.9047619***0.0151050*** +***4***0.7142857***0.0153720*** +***5***0.9090909***0.0145240*** +accuracy = 83.02 #leaves = 6.40 max depth = 3.80 + diff --git a/data/oc1output/pittsburg-bridges-REL-L.txt b/data/oc1output/pittsburg-bridges-REL-L.txt deleted file mode 100755 index 3588458..0000000 --- a/data/oc1output/pittsburg-bridges-REL-L.txt +++ /dev/null @@ -1,17 +0,0 @@ -Remapping class numbers: - 0 To 1 - 1 To 2 - 2 To 3 -Pruned decision tree written to csv/pittsburg-bridges-REL-L.csv.dt. -Unpruned decision tree written to csv/pittsburg-bridges-REL-L.csv.dt.unpruned. -fold 1: acc. = 70.00 #leaves = 3 max. depth = 2 -fold 2: acc. = 70.00 #leaves = 17 max. depth = 8 -fold 3: acc. = 70.00 #leaves = 16 max. depth = 7 -fold 4: acc. = 70.00 #leaves = 12 max. depth = 4 -fold 5: acc. = 60.87 #leaves = 14 max. depth = 7 -***1***0.7000000***0.0290650*** -***2***0.7000000***0.0234820*** -***3***0.7000000***0.0237890*** -***4***0.7000000***0.0214830*** -***5***0.6086956***0.0169310*** -accuracy = 67.96 #leaves = 12.40 max depth = 5.60 diff --git a/data/oc1output/pittsburg-bridges-REL-L_1.txt b/data/oc1output/pittsburg-bridges-REL-L_1.txt new file mode 100644 index 0000000..862e7fc --- /dev/null +++ b/data/oc1output/pittsburg-bridges-REL-L_1.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-REL-L.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-REL-L.csv.dt.unpruned. +fold 1: acc. = 80.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 70.00 #leaves = 14 max. depth = 9 +fold 3: acc. = 55.00 #leaves = 20 max. depth = 9 +fold 4: acc. = 70.00 #leaves = 15 max. depth = 8 +fold 5: acc. = 43.48 #leaves = 13 max. depth = 8 +***1***0.8000000***0.0218270*** +***2***0.7000000***0.0247860*** +***3***0.5500000***0.0294060*** +***4***0.7000000***0.0234640*** +***5***0.4347826***0.0173670*** +accuracy = 63.11 #leaves = 12.80 max depth = 7.00 + diff --git a/data/oc1output/pittsburg-bridges-REL-L_17.txt b/data/oc1output/pittsburg-bridges-REL-L_17.txt new file mode 100644 index 0000000..d42b637 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-REL-L_17.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-REL-L.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-REL-L.csv.dt.unpruned. +fold 1: acc. = 55.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 65.00 #leaves = 13 max. depth = 9 +fold 3: acc. = 75.00 #leaves = 20 max. depth = 7 +fold 4: acc. = 70.00 #leaves = 17 max. depth = 11 +fold 5: acc. = 34.78 #leaves = 16 max. depth = 9 +***1***0.5500000***0.0230890*** +***2***0.6500000***0.0309110*** +***3***0.7500000***0.0255080*** +***4***0.7000000***0.0240320*** +***5***0.3478261***0.0233700*** +accuracy = 59.22 #leaves = 13.60 max depth = 7.40 + diff --git a/data/oc1output/pittsburg-bridges-REL-L_1714.txt b/data/oc1output/pittsburg-bridges-REL-L_1714.txt new file mode 100644 index 0000000..f3f3824 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-REL-L_1714.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-REL-L.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-REL-L.csv.dt.unpruned. +fold 1: acc. = 65.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 70.00 #leaves = 16 max. depth = 7 +fold 3: acc. = 50.00 #leaves = 13 max. depth = 6 +fold 4: acc. = 60.00 #leaves = 15 max. depth = 7 +fold 5: acc. = 52.17 #leaves = 13 max. depth = 8 +***1***0.6500000***0.0239980*** +***2***0.7000000***0.0258230*** +***3***0.5000000***0.0242330*** +***4***0.6000000***0.0206070*** +***5***0.5217391***0.0213080*** +accuracy = 59.22 #leaves = 11.80 max depth = 5.80 + diff --git a/data/oc1output/pittsburg-bridges-REL-L_23.txt b/data/oc1output/pittsburg-bridges-REL-L_23.txt new file mode 100644 index 0000000..c7124dc --- /dev/null +++ b/data/oc1output/pittsburg-bridges-REL-L_23.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-REL-L.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-REL-L.csv.dt.unpruned. +fold 1: acc. = 85.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 65.00 #leaves = 14 max. depth = 8 +fold 3: acc. = 65.00 #leaves = 22 max. depth = 8 +fold 4: acc. = 50.00 #leaves = 14 max. depth = 8 +fold 5: acc. = 60.87 #leaves = 15 max. depth = 8 +***1***0.8500000***0.0279790*** +***2***0.6500000***0.0246720*** +***3***0.6500000***0.0232950*** +***4***0.5000000***0.0245970*** +***5***0.6086956***0.0189940*** +accuracy = 65.05 #leaves = 13.40 max depth = 6.60 + diff --git a/data/oc1output/pittsburg-bridges-REL-L_31.txt b/data/oc1output/pittsburg-bridges-REL-L_31.txt new file mode 100644 index 0000000..0c14fe3 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-REL-L_31.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-REL-L.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-REL-L.csv.dt.unpruned. +fold 1: acc. = 75.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 55.00 #leaves = 17 max. depth = 8 +fold 3: acc. = 55.00 #leaves = 10 max. depth = 8 +fold 4: acc. = 65.00 #leaves = 15 max. depth = 9 +fold 5: acc. = 47.83 #leaves = 18 max. depth = 8 +***1***0.7500000***0.0225200*** +***2***0.5500000***0.0198470*** +***3***0.5500000***0.0178140*** +***4***0.6500000***0.0230180*** +***5***0.4782609***0.0224370*** +accuracy = 59.22 #leaves = 12.40 max depth = 6.80 + diff --git a/data/oc1output/pittsburg-bridges-REL-L_57.txt b/data/oc1output/pittsburg-bridges-REL-L_57.txt new file mode 100644 index 0000000..7a502f0 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-REL-L_57.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-REL-L.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-REL-L.csv.dt.unpruned. +fold 1: acc. = 70.00 #leaves = 3 max. depth = 2 +fold 2: acc. = 70.00 #leaves = 15 max. depth = 9 +fold 3: acc. = 40.00 #leaves = 18 max. depth = 10 +fold 4: acc. = 65.00 #leaves = 12 max. depth = 8 +fold 5: acc. = 43.48 #leaves = 16 max. depth = 9 +***1***0.7000000***0.0245190*** +***2***0.7000000***0.0297310*** +***3***0.4000000***0.0235450*** +***4***0.6500000***0.0215410*** +***5***0.4347826***0.0226950*** +accuracy = 57.28 #leaves = 12.80 max depth = 7.60 + diff --git a/data/oc1output/pittsburg-bridges-REL-L_7.txt b/data/oc1output/pittsburg-bridges-REL-L_7.txt new file mode 100644 index 0000000..55a733a --- /dev/null +++ b/data/oc1output/pittsburg-bridges-REL-L_7.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-REL-L.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-REL-L.csv.dt.unpruned. +fold 1: acc. = 60.00 #leaves = 7 max. depth = 6 +fold 2: acc. = 70.00 #leaves = 18 max. depth = 8 +fold 3: acc. = 55.00 #leaves = 21 max. depth = 8 +fold 4: acc. = 60.00 #leaves = 20 max. depth = 9 +fold 5: acc. = 60.87 #leaves = 17 max. depth = 6 +***1***0.6000000***0.0220840*** +***2***0.7000000***0.0197340*** +***3***0.5500000***0.0299460*** +***4***0.6000000***0.0199680*** +***5***0.6086956***0.0194690*** +accuracy = 61.17 #leaves = 16.60 max depth = 7.40 + diff --git a/data/oc1output/pittsburg-bridges-REL-L_79.txt b/data/oc1output/pittsburg-bridges-REL-L_79.txt new file mode 100644 index 0000000..aeb963d --- /dev/null +++ b/data/oc1output/pittsburg-bridges-REL-L_79.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-REL-L.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-REL-L.csv.dt.unpruned. +fold 1: acc. = 65.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 45.00 #leaves = 19 max. depth = 9 +fold 3: acc. = 45.00 #leaves = 16 max. depth = 10 +fold 4: acc. = 70.00 #leaves = 18 max. depth = 7 +fold 5: acc. = 60.87 #leaves = 11 max. depth = 6 +***1***0.6500000***0.0247540*** +***2***0.4500000***0.0212370*** +***3***0.4500000***0.0324840*** +***4***0.7000000***0.0247860*** +***5***0.6086956***0.0233650*** +accuracy = 57.28 #leaves = 13.20 max depth = 6.60 + diff --git a/data/oc1output/pittsburg-bridges-REL-L_83.txt b/data/oc1output/pittsburg-bridges-REL-L_83.txt new file mode 100644 index 0000000..c1ca584 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-REL-L_83.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-REL-L.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-REL-L.csv.dt.unpruned. +fold 1: acc. = 85.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 50.00 #leaves = 18 max. depth = 9 +fold 3: acc. = 50.00 #leaves = 13 max. depth = 9 +fold 4: acc. = 50.00 #leaves = 10 max. depth = 6 +fold 5: acc. = 60.87 #leaves = 18 max. depth = 8 +***1***0.8500000***0.0253670*** +***2***0.5000000***0.0211740*** +***3***0.5000000***0.0290580*** +***4***0.5000000***0.0201950*** +***5***0.6086956***0.0197900*** +accuracy = 59.22 #leaves = 12.20 max depth = 6.60 + diff --git a/data/oc1output/pittsburg-bridges-REL-L_97.txt b/data/oc1output/pittsburg-bridges-REL-L_97.txt new file mode 100644 index 0000000..e03d906 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-REL-L_97.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-REL-L.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-REL-L.csv.dt.unpruned. +fold 1: acc. = 85.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 65.00 #leaves = 14 max. depth = 8 +fold 3: acc. = 50.00 #leaves = 16 max. depth = 10 +fold 4: acc. = 40.00 #leaves = 17 max. depth = 7 +fold 5: acc. = 69.57 #leaves = 14 max. depth = 7 +***1***0.8500000***0.0246950*** +***2***0.6500000***0.0235650*** +***3***0.5000000***0.0272070*** +***4***0.4000000***0.0237840*** +***5***0.6956522***0.0233360*** +accuracy = 62.14 #leaves = 12.60 max depth = 6.60 + diff --git a/data/oc1output/pittsburg-bridges-SPAN.txt b/data/oc1output/pittsburg-bridges-SPAN.txt deleted file mode 100755 index 47db47e..0000000 --- a/data/oc1output/pittsburg-bridges-SPAN.txt +++ /dev/null @@ -1,17 +0,0 @@ -Remapping class numbers: - 0 To 1 - 1 To 2 - 2 To 3 -Pruned decision tree written to csv/pittsburg-bridges-SPAN.csv.dt. -Unpruned decision tree written to csv/pittsburg-bridges-SPAN.csv.dt.unpruned. -fold 1: acc. = 55.56 #leaves = 2 max. depth = 1 -fold 2: acc. = 72.22 #leaves = 19 max. depth = 8 -fold 3: acc. = 61.11 #leaves = 15 max. depth = 7 -fold 4: acc. = 50.00 #leaves = 9 max. depth = 5 -fold 5: acc. = 70.00 #leaves = 11 max. depth = 6 -***1***0.5555556***0.0262710*** -***2***0.7222222***0.0198150*** -***3***0.6111111***0.0198230*** -***4***0.5000000***0.0128920*** -***5***0.7000000***0.0194600*** -accuracy = 61.96 #leaves = 11.20 max depth = 5.40 diff --git a/data/oc1output/pittsburg-bridges-SPAN_1.txt b/data/oc1output/pittsburg-bridges-SPAN_1.txt new file mode 100644 index 0000000..df38988 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-SPAN_1.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-SPAN.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-SPAN.csv.dt.unpruned. +fold 1: acc. = 55.56 #leaves = 5 max. depth = 3 +fold 2: acc. = 50.00 #leaves = 13 max. depth = 6 +fold 3: acc. = 61.11 #leaves = 16 max. depth = 6 +fold 4: acc. = 66.67 #leaves = 16 max. depth = 8 +fold 5: acc. = 70.00 #leaves = 14 max. depth = 5 +***1***0.5555556***0.0193680*** +***2***0.5000000***0.0228860*** +***3***0.6111111***0.0177170*** +***4***0.6666666***0.0214570*** +***5***0.7000000***0.0180690*** +accuracy = 60.87 #leaves = 12.80 max depth = 5.60 + diff --git a/data/oc1output/pittsburg-bridges-SPAN_17.txt b/data/oc1output/pittsburg-bridges-SPAN_17.txt new file mode 100644 index 0000000..c5706b1 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-SPAN_17.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-SPAN.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-SPAN.csv.dt.unpruned. +fold 1: acc. = 72.22 #leaves = 3 max. depth = 2 +fold 2: acc. = 50.00 #leaves = 13 max. depth = 7 +fold 3: acc. = 61.11 #leaves = 17 max. depth = 8 +fold 4: acc. = 50.00 #leaves = 13 max. depth = 7 +fold 5: acc. = 50.00 #leaves = 11 max. depth = 6 +***1***0.7222222***0.0181120*** +***2***0.5000000***0.0158940*** +***3***0.6111111***0.0237230*** +***4***0.5000000***0.0243320*** +***5***0.5000000***0.0196300*** +accuracy = 56.52 #leaves = 11.40 max depth = 6.00 + diff --git a/data/oc1output/pittsburg-bridges-SPAN_1714.txt b/data/oc1output/pittsburg-bridges-SPAN_1714.txt new file mode 100644 index 0000000..507d240 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-SPAN_1714.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-SPAN.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-SPAN.csv.dt.unpruned. +fold 1: acc. = 55.56 #leaves = 2 max. depth = 1 +fold 2: acc. = 66.67 #leaves = 13 max. depth = 5 +fold 3: acc. = 83.33 #leaves = 13 max. depth = 6 +fold 4: acc. = 61.11 #leaves = 15 max. depth = 6 +fold 5: acc. = 60.00 #leaves = 16 max. depth = 6 +***1***0.5555556***0.0177900*** +***2***0.6666666***0.0145730*** +***3***0.8333334***0.0203850*** +***4***0.6111111***0.0171470*** +***5***0.6000000***0.0143540*** +accuracy = 65.22 #leaves = 11.80 max depth = 4.80 + diff --git a/data/oc1output/pittsburg-bridges-SPAN_23.txt b/data/oc1output/pittsburg-bridges-SPAN_23.txt new file mode 100644 index 0000000..76aa7f2 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-SPAN_23.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Unpruned decision tree written to csv/pittsburg-bridges-SPAN.csv.dt. +fold 1: acc. = 55.56 #leaves = 11 max. depth = 5 +fold 2: acc. = 61.11 #leaves = 17 max. depth = 7 +fold 3: acc. = 50.00 #leaves = 16 max. depth = 7 +fold 4: acc. = 50.00 #leaves = 15 max. depth = 6 +fold 5: acc. = 50.00 #leaves = 15 max. depth = 6 +***1***0.5555556***0.0159650*** +***2***0.6111111***0.0187540*** +***3***0.5000000***0.0185200*** +***4***0.5000000***0.0172740*** +***5***0.5000000***0.0213550*** +accuracy = 53.26 #leaves = 14.80 max depth = 6.20 + diff --git a/data/oc1output/pittsburg-bridges-SPAN_31.txt b/data/oc1output/pittsburg-bridges-SPAN_31.txt new file mode 100644 index 0000000..7777267 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-SPAN_31.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-SPAN.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-SPAN.csv.dt.unpruned. +fold 1: acc. = 66.67 #leaves = 5 max. depth = 3 +fold 2: acc. = 50.00 #leaves = 10 max. depth = 6 +fold 3: acc. = 44.44 #leaves = 14 max. depth = 7 +fold 4: acc. = 66.67 #leaves = 12 max. depth = 6 +fold 5: acc. = 65.00 #leaves = 16 max. depth = 8 +***1***0.6666666***0.0196090*** +***2***0.5000000***0.0204260*** +***3***0.4444444***0.0244480*** +***4***0.6666666***0.0185210*** +***5***0.6500000***0.0121420*** +accuracy = 58.70 #leaves = 11.40 max depth = 6.00 + diff --git a/data/oc1output/pittsburg-bridges-SPAN_57.txt b/data/oc1output/pittsburg-bridges-SPAN_57.txt new file mode 100644 index 0000000..188f317 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-SPAN_57.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-SPAN.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-SPAN.csv.dt.unpruned. +fold 1: acc. = 55.56 #leaves = 6 max. depth = 4 +fold 2: acc. = 61.11 #leaves = 16 max. depth = 8 +fold 3: acc. = 38.89 #leaves = 11 max. depth = 6 +fold 4: acc. = 50.00 #leaves = 14 max. depth = 5 +fold 5: acc. = 50.00 #leaves = 14 max. depth = 6 +***1***0.5555556***0.0188380*** +***2***0.6111111***0.0161160*** +***3***0.3888889***0.0181530*** +***4***0.5000000***0.0154600*** +***5***0.5000000***0.0157790*** +accuracy = 51.09 #leaves = 12.20 max depth = 5.80 + diff --git a/data/oc1output/pittsburg-bridges-SPAN_7.txt b/data/oc1output/pittsburg-bridges-SPAN_7.txt new file mode 100644 index 0000000..acafa64 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-SPAN_7.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-SPAN.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-SPAN.csv.dt.unpruned. +fold 1: acc. = 77.78 #leaves = 2 max. depth = 1 +fold 2: acc. = 55.56 #leaves = 15 max. depth = 6 +fold 3: acc. = 66.67 #leaves = 16 max. depth = 7 +fold 4: acc. = 44.44 #leaves = 16 max. depth = 6 +fold 5: acc. = 65.00 #leaves = 19 max. depth = 6 +***1***0.7777778***0.0172790*** +***2***0.5555556***0.0206620*** +***3***0.6666666***0.0192080*** +***4***0.4444444***0.0191330*** +***5***0.6500000***0.0174560*** +accuracy = 61.96 #leaves = 13.60 max depth = 5.20 + diff --git a/data/oc1output/pittsburg-bridges-SPAN_79.txt b/data/oc1output/pittsburg-bridges-SPAN_79.txt new file mode 100644 index 0000000..d4fff53 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-SPAN_79.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-SPAN.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-SPAN.csv.dt.unpruned. +fold 1: acc. = 66.67 #leaves = 2 max. depth = 1 +fold 2: acc. = 50.00 #leaves = 15 max. depth = 6 +fold 3: acc. = 66.67 #leaves = 19 max. depth = 7 +fold 4: acc. = 55.56 #leaves = 20 max. depth = 7 +fold 5: acc. = 55.00 #leaves = 12 max. depth = 6 +***1***0.6666666***0.0216240*** +***2***0.5000000***0.0184680*** +***3***0.6666666***0.0211630*** +***4***0.5555556***0.0155880*** +***5***0.5500000***0.0165540*** +accuracy = 58.70 #leaves = 13.60 max depth = 5.40 + diff --git a/data/oc1output/pittsburg-bridges-SPAN_83.txt b/data/oc1output/pittsburg-bridges-SPAN_83.txt new file mode 100644 index 0000000..2b89f79 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-SPAN_83.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-SPAN.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-SPAN.csv.dt.unpruned. +fold 1: acc. = 55.56 #leaves = 2 max. depth = 1 +fold 2: acc. = 44.44 #leaves = 11 max. depth = 7 +fold 3: acc. = 66.67 #leaves = 11 max. depth = 5 +fold 4: acc. = 77.78 #leaves = 16 max. depth = 8 +fold 5: acc. = 55.00 #leaves = 14 max. depth = 6 +***1***0.5555556***0.0173930*** +***2***0.4444444***0.0161930*** +***3***0.6666666***0.0147970*** +***4***0.7777778***0.0197200*** +***5***0.5500000***0.0157580*** +accuracy = 59.78 #leaves = 10.80 max depth = 5.40 + diff --git a/data/oc1output/pittsburg-bridges-SPAN_97.txt b/data/oc1output/pittsburg-bridges-SPAN_97.txt new file mode 100644 index 0000000..a84e532 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-SPAN_97.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/pittsburg-bridges-SPAN.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-SPAN.csv.dt.unpruned. +fold 1: acc. = 61.11 #leaves = 5 max. depth = 3 +fold 2: acc. = 44.44 #leaves = 14 max. depth = 7 +fold 3: acc. = 55.56 #leaves = 17 max. depth = 7 +fold 4: acc. = 44.44 #leaves = 15 max. depth = 7 +fold 5: acc. = 60.00 #leaves = 14 max. depth = 7 +***1***0.6111111***0.0177570*** +***2***0.4444444***0.0198550*** +***3***0.5555556***0.0191430*** +***4***0.4444444***0.0188800*** +***5***0.6000000***0.0143190*** +accuracy = 53.26 #leaves = 13.00 max depth = 6.20 + diff --git a/data/oc1output/pittsburg-bridges-T-OR-D.txt b/data/oc1output/pittsburg-bridges-T-OR-D.txt deleted file mode 100755 index e631d93..0000000 --- a/data/oc1output/pittsburg-bridges-T-OR-D.txt +++ /dev/null @@ -1,16 +0,0 @@ -Remapping class numbers: - 0 To 1 - 1 To 2 -Pruned decision tree written to csv/pittsburg-bridges-T-OR-D.csv.dt. -Unpruned decision tree written to csv/pittsburg-bridges-T-OR-D.csv.dt.unpruned. -fold 1: acc. = 65.00 #leaves = 2 max. depth = 1 -fold 2: acc. = 75.00 #leaves = 9 max. depth = 6 -fold 3: acc. = 85.00 #leaves = 8 max. depth = 5 -fold 4: acc. = 85.00 #leaves = 9 max. depth = 6 -fold 5: acc. = 81.82 #leaves = 9 max. depth = 5 -***1***0.6500000***0.0103150*** -***2***0.7500000***0.0217320*** -***3***0.8500000***0.0111740*** -***4***0.8500000***0.0206900*** -***5***0.8181818***0.0154910*** -accuracy = 78.43 #leaves = 7.40 max depth = 4.60 diff --git a/data/oc1output/pittsburg-bridges-T-OR-D_1.txt b/data/oc1output/pittsburg-bridges-T-OR-D_1.txt new file mode 100644 index 0000000..5d184cb --- /dev/null +++ b/data/oc1output/pittsburg-bridges-T-OR-D_1.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Unpruned decision tree written to csv/pittsburg-bridges-T-OR-D.csv.dt. +fold 1: acc. = 95.00 #leaves = 11 max. depth = 5 +fold 2: acc. = 85.00 #leaves = 10 max. depth = 6 +fold 3: acc. = 75.00 #leaves = 8 max. depth = 5 +fold 4: acc. = 90.00 #leaves = 11 max. depth = 6 +fold 5: acc. = 86.36 #leaves = 11 max. depth = 6 +***1***0.9500000***0.0158220*** +***2***0.8500000***0.0122280*** +***3***0.7500000***0.0125230*** +***4***0.9000000***0.0139000*** +***5***0.8636364***0.0167800*** +accuracy = 86.27 #leaves = 10.20 max depth = 5.60 + diff --git a/data/oc1output/pittsburg-bridges-T-OR-D_17.txt b/data/oc1output/pittsburg-bridges-T-OR-D_17.txt new file mode 100644 index 0000000..66e9bf6 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-T-OR-D_17.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/pittsburg-bridges-T-OR-D.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-T-OR-D.csv.dt.unpruned. +fold 1: acc. = 85.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 90.00 #leaves = 9 max. depth = 6 +fold 3: acc. = 95.00 #leaves = 10 max. depth = 6 +fold 4: acc. = 85.00 #leaves = 9 max. depth = 6 +fold 5: acc. = 81.82 #leaves = 7 max. depth = 5 +***1***0.8500000***0.0180530*** +***2***0.9000000***0.0221480*** +***3***0.9500000***0.0198280*** +***4***0.8500000***0.0119470*** +***5***0.8181818***0.0166070*** +accuracy = 87.25 #leaves = 7.40 max depth = 4.80 + diff --git a/data/oc1output/pittsburg-bridges-T-OR-D_1714.txt b/data/oc1output/pittsburg-bridges-T-OR-D_1714.txt new file mode 100644 index 0000000..7e534bc --- /dev/null +++ b/data/oc1output/pittsburg-bridges-T-OR-D_1714.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/pittsburg-bridges-T-OR-D.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-T-OR-D.csv.dt.unpruned. +fold 1: acc. = 85.00 #leaves = 3 max. depth = 2 +fold 2: acc. = 70.00 #leaves = 9 max. depth = 5 +fold 3: acc. = 75.00 #leaves = 6 max. depth = 4 +fold 4: acc. = 80.00 #leaves = 11 max. depth = 6 +fold 5: acc. = 95.45 #leaves = 16 max. depth = 8 +***1***0.8500000***0.0147600*** +***2***0.7000000***0.0175000*** +***3***0.7500000***0.0160170*** +***4***0.8000000***0.0204250*** +***5***0.9545454***0.0136730*** +accuracy = 81.37 #leaves = 9.00 max depth = 5.00 + diff --git a/data/oc1output/pittsburg-bridges-T-OR-D_23.txt b/data/oc1output/pittsburg-bridges-T-OR-D_23.txt new file mode 100644 index 0000000..aec99a1 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-T-OR-D_23.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/pittsburg-bridges-T-OR-D.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-T-OR-D.csv.dt.unpruned. +fold 1: acc. = 90.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 85.00 #leaves = 8 max. depth = 5 +fold 3: acc. = 75.00 #leaves = 10 max. depth = 5 +fold 4: acc. = 80.00 #leaves = 6 max. depth = 3 +fold 5: acc. = 90.91 #leaves = 8 max. depth = 5 +***1***0.9000000***0.0202890*** +***2***0.8500000***0.0161840*** +***3***0.7500000***0.0153800*** +***4***0.8000000***0.0107430*** +***5***0.9090909***0.0100850*** +accuracy = 84.31 #leaves = 6.80 max depth = 3.80 + diff --git a/data/oc1output/pittsburg-bridges-T-OR-D_31.txt b/data/oc1output/pittsburg-bridges-T-OR-D_31.txt new file mode 100644 index 0000000..4f511e2 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-T-OR-D_31.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/pittsburg-bridges-T-OR-D.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-T-OR-D.csv.dt.unpruned. +fold 1: acc. = 70.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 85.00 #leaves = 8 max. depth = 4 +fold 3: acc. = 80.00 #leaves = 7 max. depth = 4 +fold 4: acc. = 100.00 #leaves = 12 max. depth = 6 +fold 5: acc. = 77.27 #leaves = 9 max. depth = 7 +***1***0.7000000***0.0107310*** +***2***0.8500000***0.0165230*** +***3***0.8000000***0.0161740*** +***4***1.0000000***0.0204340*** +***5***0.7727273***0.0179310*** +accuracy = 82.35 #leaves = 7.60 max depth = 4.40 + diff --git a/data/oc1output/pittsburg-bridges-T-OR-D_57.txt b/data/oc1output/pittsburg-bridges-T-OR-D_57.txt new file mode 100644 index 0000000..8d870c7 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-T-OR-D_57.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/pittsburg-bridges-T-OR-D.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-T-OR-D.csv.dt.unpruned. +fold 1: acc. = 95.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 85.00 #leaves = 8 max. depth = 6 +fold 3: acc. = 80.00 #leaves = 8 max. depth = 5 +fold 4: acc. = 80.00 #leaves = 7 max. depth = 4 +fold 5: acc. = 86.36 #leaves = 4 max. depth = 3 +***1***0.9500000***0.0212880*** +***2***0.8500000***0.0202040*** +***3***0.8000000***0.0160470*** +***4***0.8000000***0.0117060*** +***5***0.8636364***0.0065620*** +accuracy = 85.29 #leaves = 5.80 max depth = 3.80 + diff --git a/data/oc1output/pittsburg-bridges-T-OR-D_7.txt b/data/oc1output/pittsburg-bridges-T-OR-D_7.txt new file mode 100644 index 0000000..04d89ae --- /dev/null +++ b/data/oc1output/pittsburg-bridges-T-OR-D_7.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/pittsburg-bridges-T-OR-D.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-T-OR-D.csv.dt.unpruned. +fold 1: acc. = 80.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 80.00 #leaves = 8 max. depth = 4 +fold 3: acc. = 95.00 #leaves = 10 max. depth = 6 +fold 4: acc. = 85.00 #leaves = 10 max. depth = 5 +fold 5: acc. = 81.82 #leaves = 8 max. depth = 5 +***1***0.8000000***0.0101730*** +***2***0.8000000***0.0105920*** +***3***0.9500000***0.0167900*** +***4***0.8500000***0.0137500*** +***5***0.8181818***0.0097060*** +accuracy = 84.31 #leaves = 7.60 max depth = 4.20 + diff --git a/data/oc1output/pittsburg-bridges-T-OR-D_79.txt b/data/oc1output/pittsburg-bridges-T-OR-D_79.txt new file mode 100644 index 0000000..cd95218 --- /dev/null +++ b/data/oc1output/pittsburg-bridges-T-OR-D_79.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/pittsburg-bridges-T-OR-D.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-T-OR-D.csv.dt.unpruned. +fold 1: acc. = 85.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 90.00 #leaves = 10 max. depth = 8 +fold 3: acc. = 70.00 #leaves = 8 max. depth = 6 +fold 4: acc. = 70.00 #leaves = 10 max. depth = 5 +fold 5: acc. = 77.27 #leaves = 8 max. depth = 5 +***1***0.8500000***0.0200610*** +***2***0.9000000***0.0252610*** +***3***0.7000000***0.0114100*** +***4***0.7000000***0.0102880*** +***5***0.7727273***0.0161630*** +accuracy = 78.43 #leaves = 7.60 max depth = 5.00 + diff --git a/data/oc1output/pittsburg-bridges-T-OR-D_83.txt b/data/oc1output/pittsburg-bridges-T-OR-D_83.txt new file mode 100644 index 0000000..7116e8c --- /dev/null +++ b/data/oc1output/pittsburg-bridges-T-OR-D_83.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/pittsburg-bridges-T-OR-D.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-T-OR-D.csv.dt.unpruned. +fold 1: acc. = 75.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 95.00 #leaves = 7 max. depth = 5 +fold 3: acc. = 85.00 #leaves = 7 max. depth = 5 +fold 4: acc. = 95.00 #leaves = 8 max. depth = 4 +fold 5: acc. = 72.73 #leaves = 8 max. depth = 4 +***1***0.7500000***0.0074250*** +***2***0.9500000***0.0147730*** +***3***0.8500000***0.0086550*** +***4***0.9500000***0.0063790*** +***5***0.7272727***0.0141000*** +accuracy = 84.31 #leaves = 6.40 max depth = 3.80 + diff --git a/data/oc1output/pittsburg-bridges-T-OR-D_97.txt b/data/oc1output/pittsburg-bridges-T-OR-D_97.txt new file mode 100644 index 0000000..da55a9f --- /dev/null +++ b/data/oc1output/pittsburg-bridges-T-OR-D_97.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/pittsburg-bridges-T-OR-D.csv.dt. +Unpruned decision tree written to csv/pittsburg-bridges-T-OR-D.csv.dt.unpruned. +fold 1: acc. = 90.00 #leaves = 6 max. depth = 4 +fold 2: acc. = 75.00 #leaves = 11 max. depth = 6 +fold 3: acc. = 85.00 #leaves = 6 max. depth = 5 +fold 4: acc. = 65.00 #leaves = 13 max. depth = 7 +fold 5: acc. = 72.73 #leaves = 10 max. depth = 5 +***1***0.9000000***0.0177850*** +***2***0.7500000***0.0148230*** +***3***0.8500000***0.0070460*** +***4***0.6500000***0.0200190*** +***5***0.7272727***0.0163960*** +accuracy = 77.45 #leaves = 9.20 max depth = 5.40 + diff --git a/data/oc1output/planning.txt b/data/oc1output/planning.txt deleted file mode 100755 index b61355f..0000000 --- a/data/oc1output/planning.txt +++ /dev/null @@ -1,16 +0,0 @@ -Remapping class numbers: - 0 To 1 - 1 To 2 -Pruned decision tree written to csv/planning.csv.dt. -Unpruned decision tree written to csv/planning.csv.dt.unpruned. -fold 1: acc. = 75.00 #leaves = 2 max. depth = 1 -fold 2: acc. = 61.11 #leaves = 20 max. depth = 9 -fold 3: acc. = 58.33 #leaves = 23 max. depth = 8 -fold 4: acc. = 63.89 #leaves = 22 max. depth = 7 -fold 5: acc. = 55.26 #leaves = 22 max. depth = 8 -***1***0.7500000***0.0814150*** -***2***0.6111111***0.1040440*** -***3***0.5833333***0.0523690*** -***4***0.6388889***0.0521560*** -***5***0.5526316***0.0549810*** -accuracy = 62.64 #leaves = 17.80 max depth = 6.60 diff --git a/data/oc1output/planning_1.txt b/data/oc1output/planning_1.txt new file mode 100644 index 0000000..c8293d0 --- /dev/null +++ b/data/oc1output/planning_1.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/planning.csv.dt. +Unpruned decision tree written to csv/planning.csv.dt.unpruned. +fold 1: acc. = 75.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 66.67 #leaves = 22 max. depth = 10 +fold 3: acc. = 44.44 #leaves = 19 max. depth = 10 +fold 4: acc. = 61.11 #leaves = 22 max. depth = 8 +fold 5: acc. = 36.84 #leaves = 20 max. depth = 10 +***1***0.7500000***0.0738450*** +***2***0.6666666***0.0704930*** +***3***0.4444444***0.0734360*** +***4***0.6111111***0.0666320*** +***5***0.3684210***0.0759930*** +accuracy = 56.59 #leaves = 17.00 max depth = 7.80 + diff --git a/data/oc1output/planning_17.txt b/data/oc1output/planning_17.txt new file mode 100644 index 0000000..f8d3023 --- /dev/null +++ b/data/oc1output/planning_17.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/planning.csv.dt. +Unpruned decision tree written to csv/planning.csv.dt.unpruned. +fold 1: acc. = 52.78 #leaves = 4 max. depth = 2 +fold 2: acc. = 58.33 #leaves = 23 max. depth = 11 +fold 3: acc. = 52.78 #leaves = 19 max. depth = 7 +fold 4: acc. = 72.22 #leaves = 19 max. depth = 9 +fold 5: acc. = 57.89 #leaves = 20 max. depth = 8 +***1***0.5277778***0.0598800*** +***2***0.5833333***0.0967480*** +***3***0.5277778***0.0585200*** +***4***0.7222222***0.0695780*** +***5***0.5789474***0.0653730*** +accuracy = 58.79 #leaves = 17.00 max depth = 7.40 + diff --git a/data/oc1output/planning_1714.txt b/data/oc1output/planning_1714.txt new file mode 100644 index 0000000..cda5bc9 --- /dev/null +++ b/data/oc1output/planning_1714.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/planning.csv.dt. +Unpruned decision tree written to csv/planning.csv.dt.unpruned. +fold 1: acc. = 63.89 #leaves = 3 max. depth = 2 +fold 2: acc. = 47.22 #leaves = 15 max. depth = 6 +fold 3: acc. = 61.11 #leaves = 26 max. depth = 7 +fold 4: acc. = 47.22 #leaves = 22 max. depth = 8 +fold 5: acc. = 57.89 #leaves = 20 max. depth = 8 +***1***0.6388889***0.0699580*** +***2***0.4722222***0.0671370*** +***3***0.6111111***0.0607570*** +***4***0.4722222***0.0667930*** +***5***0.5789474***0.0672850*** +accuracy = 55.49 #leaves = 17.20 max depth = 6.20 + diff --git a/data/oc1output/planning_23.txt b/data/oc1output/planning_23.txt new file mode 100644 index 0000000..ec3c235 --- /dev/null +++ b/data/oc1output/planning_23.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/planning.csv.dt. +Unpruned decision tree written to csv/planning.csv.dt.unpruned. +fold 1: acc. = 80.56 #leaves = 2 max. depth = 1 +fold 2: acc. = 50.00 #leaves = 24 max. depth = 11 +fold 3: acc. = 52.78 #leaves = 27 max. depth = 10 +fold 4: acc. = 44.44 #leaves = 23 max. depth = 7 +fold 5: acc. = 47.37 #leaves = 19 max. depth = 10 +***1***0.8055556***0.0672100*** +***2***0.5000000***0.0804990*** +***3***0.5277778***0.0773100*** +***4***0.4444444***0.0660980*** +***5***0.4736842***0.0606940*** +accuracy = 54.95 #leaves = 19.00 max depth = 7.80 + diff --git a/data/oc1output/planning_31.txt b/data/oc1output/planning_31.txt new file mode 100644 index 0000000..8d84f42 --- /dev/null +++ b/data/oc1output/planning_31.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/planning.csv.dt. +Unpruned decision tree written to csv/planning.csv.dt.unpruned. +fold 1: acc. = 52.78 #leaves = 2 max. depth = 1 +fold 2: acc. = 47.22 #leaves = 21 max. depth = 7 +fold 3: acc. = 50.00 #leaves = 22 max. depth = 11 +fold 4: acc. = 58.33 #leaves = 26 max. depth = 8 +fold 5: acc. = 52.63 #leaves = 24 max. depth = 9 +***1***0.5277778***0.0769720*** +***2***0.4722222***0.0556540*** +***3***0.5000000***0.0792670*** +***4***0.5833333***0.0669720*** +***5***0.5263158***0.0729880*** +accuracy = 52.20 #leaves = 19.00 max depth = 7.20 + diff --git a/data/oc1output/planning_57.txt b/data/oc1output/planning_57.txt new file mode 100644 index 0000000..45d1121 --- /dev/null +++ b/data/oc1output/planning_57.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/planning.csv.dt. +Unpruned decision tree written to csv/planning.csv.dt.unpruned. +fold 1: acc. = 50.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 77.78 #leaves = 22 max. depth = 8 +fold 3: acc. = 61.11 #leaves = 22 max. depth = 9 +fold 4: acc. = 44.44 #leaves = 21 max. depth = 8 +fold 5: acc. = 63.16 #leaves = 22 max. depth = 9 +***1***0.5000000***0.0912130*** +***2***0.7777778***0.0590020*** +***3***0.6111111***0.0629980*** +***4***0.4444444***0.0503890*** +***5***0.6315789***0.0550820*** +accuracy = 59.34 #leaves = 17.80 max depth = 7.00 + diff --git a/data/oc1output/planning_7.txt b/data/oc1output/planning_7.txt new file mode 100644 index 0000000..a7a0125 --- /dev/null +++ b/data/oc1output/planning_7.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/planning.csv.dt. +Unpruned decision tree written to csv/planning.csv.dt.unpruned. +fold 1: acc. = 63.89 #leaves = 2 max. depth = 1 +fold 2: acc. = 55.56 #leaves = 24 max. depth = 9 +fold 3: acc. = 61.11 #leaves = 26 max. depth = 11 +fold 4: acc. = 52.78 #leaves = 24 max. depth = 9 +fold 5: acc. = 63.16 #leaves = 22 max. depth = 7 +***1***0.6388889***0.0702480*** +***2***0.5555556***0.0674520*** +***3***0.6111111***0.0880260*** +***4***0.5277778***0.0731090*** +***5***0.6315789***0.0557220*** +accuracy = 59.34 #leaves = 19.60 max depth = 7.40 + diff --git a/data/oc1output/planning_79.txt b/data/oc1output/planning_79.txt new file mode 100644 index 0000000..681e350 --- /dev/null +++ b/data/oc1output/planning_79.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/planning.csv.dt. +Unpruned decision tree written to csv/planning.csv.dt.unpruned. +fold 1: acc. = 63.89 #leaves = 3 max. depth = 2 +fold 2: acc. = 61.11 #leaves = 25 max. depth = 9 +fold 3: acc. = 61.11 #leaves = 23 max. depth = 8 +fold 4: acc. = 41.67 #leaves = 18 max. depth = 8 +fold 5: acc. = 52.63 #leaves = 19 max. depth = 7 +***1***0.6388889***0.0720660*** +***2***0.6111111***0.0638360*** +***3***0.6111111***0.0769500*** +***4***0.4166667***0.0673130*** +***5***0.5263158***0.0528040*** +accuracy = 56.04 #leaves = 17.60 max depth = 6.80 + diff --git a/data/oc1output/planning_83.txt b/data/oc1output/planning_83.txt new file mode 100644 index 0000000..fdcdf3f --- /dev/null +++ b/data/oc1output/planning_83.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/planning.csv.dt. +Unpruned decision tree written to csv/planning.csv.dt.unpruned. +fold 1: acc. = 75.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 47.22 #leaves = 22 max. depth = 7 +fold 3: acc. = 58.33 #leaves = 23 max. depth = 9 +fold 4: acc. = 61.11 #leaves = 23 max. depth = 8 +fold 5: acc. = 55.26 #leaves = 18 max. depth = 12 +***1***0.7500000***0.0673790*** +***2***0.4722222***0.0529570*** +***3***0.5833333***0.0867950*** +***4***0.6111111***0.0669040*** +***5***0.5526316***0.0933640*** +accuracy = 59.34 #leaves = 17.60 max depth = 7.40 + diff --git a/data/oc1output/planning_97.txt b/data/oc1output/planning_97.txt new file mode 100644 index 0000000..d52765d --- /dev/null +++ b/data/oc1output/planning_97.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/planning.csv.dt. +Unpruned decision tree written to csv/planning.csv.dt.unpruned. +fold 1: acc. = 58.33 #leaves = 2 max. depth = 1 +fold 2: acc. = 58.33 #leaves = 27 max. depth = 9 +fold 3: acc. = 61.11 #leaves = 23 max. depth = 13 +fold 4: acc. = 61.11 #leaves = 21 max. depth = 8 +fold 5: acc. = 34.21 #leaves = 20 max. depth = 7 +***1***0.5833333***0.0717520*** +***2***0.5833333***0.0609360*** +***3***0.6111111***0.1046480*** +***4***0.6111111***0.0632290*** +***5***0.3421053***0.0594900*** +accuracy = 54.40 #leaves = 18.60 max depth = 7.60 + diff --git a/data/oc1output/post-operative.txt b/data/oc1output/post-operative.txt deleted file mode 100755 index 46cdd65..0000000 --- a/data/oc1output/post-operative.txt +++ /dev/null @@ -1,16 +0,0 @@ -Remapping class numbers: - 0 To 1 - 1 To 3 -Pruned decision tree written to csv/post-operative.csv.dt. -Unpruned decision tree written to csv/post-operative.csv.dt.unpruned. -fold 1: acc. = 72.22 #leaves = 8 max. depth = 4 -fold 2: acc. = 50.00 #leaves = 20 max. depth = 7 -fold 3: acc. = 55.56 #leaves = 17 max. depth = 9 -fold 4: acc. = 55.56 #leaves = 13 max. depth = 5 -fold 5: acc. = 61.11 #leaves = 16 max. depth = 8 -***1***0.7222222***0.0147520*** -***2***0.5000000***0.0224500*** -***3***0.5555556***0.0164940*** -***4***0.5555556***0.0165310*** -***5***0.6111111***0.0181420*** -accuracy = 58.89 #leaves = 14.80 max depth = 6.60 diff --git a/data/oc1output/post-operative_1.txt b/data/oc1output/post-operative_1.txt new file mode 100644 index 0000000..8026c84 --- /dev/null +++ b/data/oc1output/post-operative_1.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 3 +Pruned decision tree written to csv/post-operative.csv.dt. +Unpruned decision tree written to csv/post-operative.csv.dt.unpruned. +fold 1: acc. = 77.78 #leaves = 3 max. depth = 2 +fold 2: acc. = 55.56 #leaves = 15 max. depth = 7 +fold 3: acc. = 44.44 #leaves = 16 max. depth = 6 +fold 4: acc. = 55.56 #leaves = 17 max. depth = 6 +fold 5: acc. = 50.00 #leaves = 23 max. depth = 9 +***1***0.7777778***0.0148590*** +***2***0.5555556***0.0128710*** +***3***0.4444444***0.0171880*** +***4***0.5555556***0.0155420*** +***5***0.5000000***0.0155000*** +accuracy = 56.67 #leaves = 14.80 max depth = 6.00 + diff --git a/data/oc1output/post-operative_17.txt b/data/oc1output/post-operative_17.txt new file mode 100644 index 0000000..a1e1c7a --- /dev/null +++ b/data/oc1output/post-operative_17.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 3 +Pruned decision tree written to csv/post-operative.csv.dt. +Unpruned decision tree written to csv/post-operative.csv.dt.unpruned. +fold 1: acc. = 66.67 #leaves = 2 max. depth = 1 +fold 2: acc. = 66.67 #leaves = 20 max. depth = 7 +fold 3: acc. = 33.33 #leaves = 10 max. depth = 5 +fold 4: acc. = 61.11 #leaves = 20 max. depth = 9 +fold 5: acc. = 27.78 #leaves = 17 max. depth = 8 +***1***0.6666666***0.0203440*** +***2***0.6666666***0.0173670*** +***3***0.3333333***0.0116950*** +***4***0.6111111***0.0207430*** +***5***0.2777778***0.0187150*** +accuracy = 51.11 #leaves = 13.80 max depth = 6.00 + diff --git a/data/oc1output/post-operative_1714.txt b/data/oc1output/post-operative_1714.txt new file mode 100644 index 0000000..52eb3c2 --- /dev/null +++ b/data/oc1output/post-operative_1714.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 3 +Pruned decision tree written to csv/post-operative.csv.dt. +Unpruned decision tree written to csv/post-operative.csv.dt.unpruned. +fold 1: acc. = 66.67 #leaves = 2 max. depth = 1 +fold 2: acc. = 50.00 #leaves = 14 max. depth = 8 +fold 3: acc. = 50.00 #leaves = 15 max. depth = 7 +fold 4: acc. = 50.00 #leaves = 10 max. depth = 6 +fold 5: acc. = 27.78 #leaves = 14 max. depth = 7 +***1***0.6666666***0.0185550*** +***2***0.5000000***0.0124930*** +***3***0.5000000***0.0167740*** +***4***0.5000000***0.0250650*** +***5***0.2777778***0.0165260*** +accuracy = 48.89 #leaves = 11.00 max depth = 5.80 + diff --git a/data/oc1output/post-operative_23.txt b/data/oc1output/post-operative_23.txt new file mode 100644 index 0000000..44adb31 --- /dev/null +++ b/data/oc1output/post-operative_23.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 3 +Pruned decision tree written to csv/post-operative.csv.dt. +Unpruned decision tree written to csv/post-operative.csv.dt.unpruned. +fold 1: acc. = 72.22 #leaves = 2 max. depth = 1 +fold 2: acc. = 44.44 #leaves = 16 max. depth = 8 +fold 3: acc. = 50.00 #leaves = 12 max. depth = 7 +fold 4: acc. = 44.44 #leaves = 16 max. depth = 8 +fold 5: acc. = 66.67 #leaves = 20 max. depth = 9 +***1***0.7222222***0.0183170*** +***2***0.4444444***0.0116250*** +***3***0.5000000***0.0136030*** +***4***0.4444444***0.0193890*** +***5***0.6666666***0.0154800*** +accuracy = 55.56 #leaves = 13.20 max depth = 6.60 + diff --git a/data/oc1output/post-operative_31.txt b/data/oc1output/post-operative_31.txt new file mode 100644 index 0000000..dc65a3a --- /dev/null +++ b/data/oc1output/post-operative_31.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 3 +Pruned decision tree written to csv/post-operative.csv.dt. +Unpruned decision tree written to csv/post-operative.csv.dt.unpruned. +fold 1: acc. = 55.56 #leaves = 3 max. depth = 2 +fold 2: acc. = 66.67 #leaves = 23 max. depth = 7 +fold 3: acc. = 50.00 #leaves = 23 max. depth = 8 +fold 4: acc. = 44.44 #leaves = 21 max. depth = 8 +fold 5: acc. = 38.89 #leaves = 19 max. depth = 9 +***1***0.5555556***0.0141900*** +***2***0.6666666***0.0131680*** +***3***0.5000000***0.0248260*** +***4***0.4444444***0.0181370*** +***5***0.3888889***0.0215780*** +accuracy = 51.11 #leaves = 17.80 max depth = 6.80 + diff --git a/data/oc1output/post-operative_57.txt b/data/oc1output/post-operative_57.txt new file mode 100644 index 0000000..12a1aba --- /dev/null +++ b/data/oc1output/post-operative_57.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 3 +Pruned decision tree written to csv/post-operative.csv.dt. +Unpruned decision tree written to csv/post-operative.csv.dt.unpruned. +fold 1: acc. = 61.11 #leaves = 2 max. depth = 1 +fold 2: acc. = 72.22 #leaves = 18 max. depth = 7 +fold 3: acc. = 33.33 #leaves = 20 max. depth = 9 +fold 4: acc. = 66.67 #leaves = 15 max. depth = 8 +fold 5: acc. = 66.67 #leaves = 18 max. depth = 11 +***1***0.6111111***0.0167380*** +***2***0.7222222***0.0120430*** +***3***0.3333333***0.0132280*** +***4***0.6666666***0.0112170*** +***5***0.6666666***0.0150740*** +accuracy = 60.00 #leaves = 14.60 max depth = 7.20 + diff --git a/data/oc1output/post-operative_7.txt b/data/oc1output/post-operative_7.txt new file mode 100644 index 0000000..8853db5 --- /dev/null +++ b/data/oc1output/post-operative_7.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 3 +Pruned decision tree written to csv/post-operative.csv.dt. +Unpruned decision tree written to csv/post-operative.csv.dt.unpruned. +fold 1: acc. = 44.44 #leaves = 3 max. depth = 2 +fold 2: acc. = 50.00 #leaves = 20 max. depth = 7 +fold 3: acc. = 44.44 #leaves = 18 max. depth = 10 +fold 4: acc. = 61.11 #leaves = 19 max. depth = 8 +fold 5: acc. = 50.00 #leaves = 18 max. depth = 10 +***1***0.4444444***0.0115780*** +***2***0.5000000***0.0165560*** +***3***0.4444444***0.0271950*** +***4***0.6111111***0.0236390*** +***5***0.5000000***0.0210250*** +accuracy = 50.00 #leaves = 15.60 max depth = 7.40 + diff --git a/data/oc1output/post-operative_79.txt b/data/oc1output/post-operative_79.txt new file mode 100644 index 0000000..c7918a7 --- /dev/null +++ b/data/oc1output/post-operative_79.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 3 +Pruned decision tree written to csv/post-operative.csv.dt. +Unpruned decision tree written to csv/post-operative.csv.dt.unpruned. +fold 1: acc. = 66.67 #leaves = 2 max. depth = 1 +fold 2: acc. = 44.44 #leaves = 15 max. depth = 6 +fold 3: acc. = 33.33 #leaves = 21 max. depth = 8 +fold 4: acc. = 77.78 #leaves = 21 max. depth = 7 +fold 5: acc. = 50.00 #leaves = 20 max. depth = 8 +***1***0.6666666***0.0144290*** +***2***0.4444444***0.0094190*** +***3***0.3333333***0.0186500*** +***4***0.7777778***0.0148560*** +***5***0.5000000***0.0152590*** +accuracy = 54.44 #leaves = 15.80 max depth = 6.00 + diff --git a/data/oc1output/post-operative_83.txt b/data/oc1output/post-operative_83.txt new file mode 100644 index 0000000..f1baa45 --- /dev/null +++ b/data/oc1output/post-operative_83.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 3 +Pruned decision tree written to csv/post-operative.csv.dt. +Unpruned decision tree written to csv/post-operative.csv.dt.unpruned. +fold 1: acc. = 66.67 #leaves = 2 max. depth = 1 +fold 2: acc. = 61.11 #leaves = 18 max. depth = 7 +fold 3: acc. = 55.56 #leaves = 20 max. depth = 7 +fold 4: acc. = 33.33 #leaves = 14 max. depth = 6 +fold 5: acc. = 61.11 #leaves = 18 max. depth = 8 +***1***0.6666666***0.0165980*** +***2***0.6111111***0.0139790*** +***3***0.5555556***0.0176820*** +***4***0.3333333***0.0110170*** +***5***0.6111111***0.0166090*** +accuracy = 55.56 #leaves = 14.40 max depth = 5.80 + diff --git a/data/oc1output/post-operative_97.txt b/data/oc1output/post-operative_97.txt new file mode 100644 index 0000000..c03047a --- /dev/null +++ b/data/oc1output/post-operative_97.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 3 +Pruned decision tree written to csv/post-operative.csv.dt. +Unpruned decision tree written to csv/post-operative.csv.dt.unpruned. +fold 1: acc. = 61.11 #leaves = 2 max. depth = 1 +fold 2: acc. = 44.44 #leaves = 20 max. depth = 9 +fold 3: acc. = 61.11 #leaves = 21 max. depth = 7 +fold 4: acc. = 66.67 #leaves = 18 max. depth = 9 +fold 5: acc. = 61.11 #leaves = 16 max. depth = 6 +***1***0.6111111***0.0120140*** +***2***0.4444444***0.0155480*** +***3***0.6111111***0.0135200*** +***4***0.6666666***0.0141680*** +***5***0.6111111***0.0174940*** +accuracy = 58.89 #leaves = 15.40 max depth = 6.40 + diff --git a/data/oc1output/seeds.txt b/data/oc1output/seeds.txt deleted file mode 100755 index c56e78e..0000000 --- a/data/oc1output/seeds.txt +++ /dev/null @@ -1,17 +0,0 @@ -Remapping class numbers: - 0 To 1 - 1 To 2 - 2 To 3 -Pruned decision tree written to csv/seeds.csv.dt. -Unpruned decision tree written to csv/seeds.csv.dt.unpruned. -fold 1: acc. = 95.24 #leaves = 3 max. depth = 2 -fold 2: acc. = 95.24 #leaves = 6 max. depth = 5 -fold 3: acc. = 92.86 #leaves = 4 max. depth = 3 -fold 4: acc. = 92.86 #leaves = 7 max. depth = 5 -fold 5: acc. = 92.86 #leaves = 6 max. depth = 3 -***1***0.9523810***0.0221990*** -***2***0.9523810***0.0439000*** -***3***0.9285714***0.0312740*** -***4***0.9285714***0.0365370*** -***5***0.9285714***0.0348440*** -accuracy = 93.81 #leaves = 5.20 max depth = 3.60 diff --git a/data/oc1output/seeds_1.txt b/data/oc1output/seeds_1.txt new file mode 100644 index 0000000..de70ae7 --- /dev/null +++ b/data/oc1output/seeds_1.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/seeds.csv.dt. +Unpruned decision tree written to csv/seeds.csv.dt.unpruned. +fold 1: acc. = 88.10 #leaves = 3 max. depth = 2 +fold 2: acc. = 97.62 #leaves = 6 max. depth = 4 +fold 3: acc. = 95.24 #leaves = 8 max. depth = 5 +fold 4: acc. = 92.86 #leaves = 6 max. depth = 3 +fold 5: acc. = 85.71 #leaves = 6 max. depth = 4 +***1***0.8809524***0.0325670*** +***2***0.9761905***0.0351180*** +***3***0.9523810***0.0381920*** +***4***0.9285714***0.0351150*** +***5***0.8571429***0.0345110*** +accuracy = 91.90 #leaves = 5.80 max depth = 3.60 + diff --git a/data/oc1output/seeds_17.txt b/data/oc1output/seeds_17.txt new file mode 100644 index 0000000..bb7246f --- /dev/null +++ b/data/oc1output/seeds_17.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/seeds.csv.dt. +Unpruned decision tree written to csv/seeds.csv.dt.unpruned. +fold 1: acc. = 95.24 #leaves = 3 max. depth = 2 +fold 2: acc. = 92.86 #leaves = 6 max. depth = 4 +fold 3: acc. = 92.86 #leaves = 6 max. depth = 4 +fold 4: acc. = 97.62 #leaves = 4 max. depth = 3 +fold 5: acc. = 80.95 #leaves = 6 max. depth = 3 +***1***0.9523810***0.0299890*** +***2***0.9285714***0.0301290*** +***3***0.9285714***0.0360750*** +***4***0.9761905***0.0303210*** +***5***0.8095238***0.0295870*** +accuracy = 91.90 #leaves = 5.00 max depth = 3.20 + diff --git a/data/oc1output/seeds_1714.txt b/data/oc1output/seeds_1714.txt new file mode 100644 index 0000000..2c9bc4d --- /dev/null +++ b/data/oc1output/seeds_1714.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/seeds.csv.dt. +Unpruned decision tree written to csv/seeds.csv.dt.unpruned. +fold 1: acc. = 95.24 #leaves = 3 max. depth = 2 +fold 2: acc. = 95.24 #leaves = 5 max. depth = 3 +fold 3: acc. = 97.62 #leaves = 5 max. depth = 3 +fold 4: acc. = 90.48 #leaves = 4 max. depth = 3 +fold 5: acc. = 85.71 #leaves = 6 max. depth = 5 +***1***0.9523810***0.0359630*** +***2***0.9523810***0.0323970*** +***3***0.9761905***0.0314330*** +***4***0.9047619***0.0274880*** +***5***0.8571429***0.0358130*** +accuracy = 92.86 #leaves = 4.60 max depth = 3.20 + diff --git a/data/oc1output/seeds_23.txt b/data/oc1output/seeds_23.txt new file mode 100644 index 0000000..56177e6 --- /dev/null +++ b/data/oc1output/seeds_23.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/seeds.csv.dt. +Unpruned decision tree written to csv/seeds.csv.dt.unpruned. +fold 1: acc. = 97.62 #leaves = 3 max. depth = 2 +fold 2: acc. = 90.48 #leaves = 5 max. depth = 3 +fold 3: acc. = 92.86 #leaves = 8 max. depth = 5 +fold 4: acc. = 95.24 #leaves = 6 max. depth = 4 +fold 5: acc. = 97.62 #leaves = 7 max. depth = 5 +***1***0.9761905***0.0319540*** +***2***0.9047619***0.0335280*** +***3***0.9285714***0.0343520*** +***4***0.9523810***0.0340030*** +***5***0.9761905***0.0380100*** +accuracy = 94.76 #leaves = 5.80 max depth = 3.80 + diff --git a/data/oc1output/seeds_31.txt b/data/oc1output/seeds_31.txt new file mode 100644 index 0000000..cd9fe22 --- /dev/null +++ b/data/oc1output/seeds_31.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/seeds.csv.dt. +Unpruned decision tree written to csv/seeds.csv.dt.unpruned. +fold 1: acc. = 92.86 #leaves = 3 max. depth = 2 +fold 2: acc. = 97.62 #leaves = 6 max. depth = 3 +fold 3: acc. = 92.86 #leaves = 5 max. depth = 3 +fold 4: acc. = 95.24 #leaves = 6 max. depth = 4 +fold 5: acc. = 92.86 #leaves = 8 max. depth = 5 +***1***0.9285714***0.0359120*** +***2***0.9761905***0.0333550*** +***3***0.9285714***0.0286010*** +***4***0.9523810***0.0371380*** +***5***0.9285714***0.0326790*** +accuracy = 94.29 #leaves = 5.60 max depth = 3.40 + diff --git a/data/oc1output/seeds_57.txt b/data/oc1output/seeds_57.txt new file mode 100644 index 0000000..08b4b07 --- /dev/null +++ b/data/oc1output/seeds_57.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/seeds.csv.dt. +Unpruned decision tree written to csv/seeds.csv.dt.unpruned. +fold 1: acc. = 95.24 #leaves = 3 max. depth = 2 +fold 2: acc. = 92.86 #leaves = 5 max. depth = 3 +fold 3: acc. = 95.24 #leaves = 5 max. depth = 3 +fold 4: acc. = 95.24 #leaves = 5 max. depth = 3 +fold 5: acc. = 90.48 #leaves = 4 max. depth = 3 +***1***0.9523810***0.0370590*** +***2***0.9285714***0.0336990*** +***3***0.9523810***0.0266750*** +***4***0.9523810***0.0279650*** +***5***0.9047619***0.0287690*** +accuracy = 93.81 #leaves = 4.40 max depth = 2.80 + diff --git a/data/oc1output/seeds_7.txt b/data/oc1output/seeds_7.txt new file mode 100644 index 0000000..4844c3d --- /dev/null +++ b/data/oc1output/seeds_7.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/seeds.csv.dt. +Unpruned decision tree written to csv/seeds.csv.dt.unpruned. +fold 1: acc. = 90.48 #leaves = 5 max. depth = 4 +fold 2: acc. = 97.62 #leaves = 8 max. depth = 4 +fold 3: acc. = 92.86 #leaves = 7 max. depth = 4 +fold 4: acc. = 88.10 #leaves = 8 max. depth = 5 +fold 5: acc. = 92.86 #leaves = 6 max. depth = 4 +***1***0.9047619***0.0319900*** +***2***0.9761905***0.0373100*** +***3***0.9285714***0.0401700*** +***4***0.8809524***0.0329500*** +***5***0.9285714***0.0330100*** +accuracy = 92.38 #leaves = 6.80 max depth = 4.20 + diff --git a/data/oc1output/seeds_79.txt b/data/oc1output/seeds_79.txt new file mode 100644 index 0000000..a56b98c --- /dev/null +++ b/data/oc1output/seeds_79.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/seeds.csv.dt. +Unpruned decision tree written to csv/seeds.csv.dt.unpruned. +fold 1: acc. = 92.86 #leaves = 3 max. depth = 2 +fold 2: acc. = 92.86 #leaves = 6 max. depth = 3 +fold 3: acc. = 88.10 #leaves = 5 max. depth = 3 +fold 4: acc. = 95.24 #leaves = 8 max. depth = 5 +fold 5: acc. = 97.62 #leaves = 10 max. depth = 6 +***1***0.9285714***0.0329110*** +***2***0.9285714***0.0258030*** +***3***0.8809524***0.0309900*** +***4***0.9523810***0.0433660*** +***5***0.9761905***0.0417730*** +accuracy = 93.33 #leaves = 6.40 max depth = 3.80 + diff --git a/data/oc1output/seeds_83.txt b/data/oc1output/seeds_83.txt new file mode 100644 index 0000000..9a3f413 --- /dev/null +++ b/data/oc1output/seeds_83.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/seeds.csv.dt. +Unpruned decision tree written to csv/seeds.csv.dt.unpruned. +fold 1: acc. = 95.24 #leaves = 4 max. depth = 3 +fold 2: acc. = 95.24 #leaves = 6 max. depth = 5 +fold 3: acc. = 95.24 #leaves = 6 max. depth = 3 +fold 4: acc. = 92.86 #leaves = 6 max. depth = 4 +fold 5: acc. = 92.86 #leaves = 6 max. depth = 3 +***1***0.9523810***0.0386660*** +***2***0.9523810***0.0365850*** +***3***0.9523810***0.0336100*** +***4***0.9285714***0.0303320*** +***5***0.9285714***0.0325620*** +accuracy = 94.29 #leaves = 5.60 max depth = 3.60 + diff --git a/data/oc1output/seeds_97.txt b/data/oc1output/seeds_97.txt new file mode 100644 index 0000000..51b3408 --- /dev/null +++ b/data/oc1output/seeds_97.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/seeds.csv.dt. +Unpruned decision tree written to csv/seeds.csv.dt.unpruned. +fold 1: acc. = 92.86 #leaves = 3 max. depth = 2 +fold 2: acc. = 90.48 #leaves = 7 max. depth = 4 +fold 3: acc. = 100.00 #leaves = 5 max. depth = 3 +fold 4: acc. = 88.10 #leaves = 5 max. depth = 3 +fold 5: acc. = 92.86 #leaves = 8 max. depth = 5 +***1***0.9285714***0.0421870*** +***2***0.9047619***0.0352540*** +***3***1.0000000***0.0341650*** +***4***0.8809524***0.0313860*** +***5***0.9285714***0.0370950*** +accuracy = 92.86 #leaves = 5.60 max depth = 3.40 + diff --git a/data/oc1output/statlog-australian-credit.txt b/data/oc1output/statlog-australian-credit.txt deleted file mode 100755 index 8c8310d..0000000 --- a/data/oc1output/statlog-australian-credit.txt +++ /dev/null @@ -1,15 +0,0 @@ -Remapping class numbers: - 0 To 2 -Pruned decision tree written to csv/statlog-australian-credit.csv.dt. -Unpruned decision tree written to csv/statlog-australian-credit.csv.dt.unpruned. -fold 1: acc. = 60.14 #leaves = 3 max. depth = 2 -fold 2: acc. = 59.42 #leaves = 64 max. depth = 12 -fold 3: acc. = 57.97 #leaves = 61 max. depth = 12 -fold 4: acc. = 59.42 #leaves = 66 max. depth = 13 -fold 5: acc. = 59.42 #leaves = 58 max. depth = 13 -***1***0.6014493***0.3926890*** -***2***0.5942029***0.4603360*** -***3***0.5797102***0.3795850*** -***4***0.5942029***0.4557790*** -***5***0.5942029***0.4469860*** -accuracy = 59.28 #leaves = 50.40 max depth = 10.40 diff --git a/data/oc1output/statlog-australian-credit_1.txt b/data/oc1output/statlog-australian-credit_1.txt new file mode 100644 index 0000000..7575e61 --- /dev/null +++ b/data/oc1output/statlog-australian-credit_1.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/statlog-australian-credit.csv.dt. +Unpruned decision tree written to csv/statlog-australian-credit.csv.dt.unpruned. +fold 1: acc. = 65.22 #leaves = 2 max. depth = 1 +fold 2: acc. = 54.35 #leaves = 70 max. depth = 12 +fold 3: acc. = 60.14 #leaves = 64 max. depth = 11 +fold 4: acc. = 55.80 #leaves = 66 max. depth = 10 +fold 5: acc. = 55.80 #leaves = 55 max. depth = 10 +***1***0.6521739***0.4598260*** +***2***0.5434783***0.3203320*** +***3***0.6014493***0.3238930*** +***4***0.5579710***0.3633080*** +***5***0.5579710***0.4165890*** +accuracy = 58.26 #leaves = 51.40 max depth = 8.80 + diff --git a/data/oc1output/statlog-australian-credit_17.txt b/data/oc1output/statlog-australian-credit_17.txt new file mode 100644 index 0000000..c7c82de --- /dev/null +++ b/data/oc1output/statlog-australian-credit_17.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/statlog-australian-credit.csv.dt. +Unpruned decision tree written to csv/statlog-australian-credit.csv.dt.unpruned. +fold 1: acc. = 71.74 #leaves = 2 max. depth = 1 +fold 2: acc. = 53.62 #leaves = 62 max. depth = 11 +fold 3: acc. = 52.17 #leaves = 72 max. depth = 14 +fold 4: acc. = 50.72 #leaves = 64 max. depth = 13 +fold 5: acc. = 55.80 #leaves = 65 max. depth = 13 +***1***0.7173913***0.3509970*** +***2***0.5362319***0.4051690*** +***3***0.5217391***0.5448680*** +***4***0.5072464***0.4057740*** +***5***0.5579710***0.4429920*** +accuracy = 56.81 #leaves = 53.00 max depth = 10.40 + diff --git a/data/oc1output/statlog-australian-credit_1714.txt b/data/oc1output/statlog-australian-credit_1714.txt new file mode 100644 index 0000000..b1416c0 --- /dev/null +++ b/data/oc1output/statlog-australian-credit_1714.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/statlog-australian-credit.csv.dt. +Unpruned decision tree written to csv/statlog-australian-credit.csv.dt.unpruned. +fold 1: acc. = 65.94 #leaves = 2 max. depth = 1 +fold 2: acc. = 55.80 #leaves = 62 max. depth = 12 +fold 3: acc. = 55.07 #leaves = 71 max. depth = 11 +fold 4: acc. = 52.90 #leaves = 61 max. depth = 12 +fold 5: acc. = 55.80 #leaves = 67 max. depth = 11 +***1***0.6594203***0.4284080*** +***2***0.5579710***0.4059290*** +***3***0.5507246***0.3967030*** +***4***0.5289855***0.3950980*** +***5***0.5579710***0.3878240*** +accuracy = 57.10 #leaves = 52.60 max depth = 9.40 + diff --git a/data/oc1output/statlog-australian-credit_23.txt b/data/oc1output/statlog-australian-credit_23.txt new file mode 100644 index 0000000..66d8f81 --- /dev/null +++ b/data/oc1output/statlog-australian-credit_23.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/statlog-australian-credit.csv.dt. +Unpruned decision tree written to csv/statlog-australian-credit.csv.dt.unpruned. +fold 1: acc. = 68.84 #leaves = 2 max. depth = 1 +fold 2: acc. = 59.42 #leaves = 62 max. depth = 9 +fold 3: acc. = 56.52 #leaves = 69 max. depth = 12 +fold 4: acc. = 57.25 #leaves = 61 max. depth = 12 +fold 5: acc. = 52.90 #leaves = 63 max. depth = 11 +***1***0.6884058***0.3908910*** +***2***0.5942029***0.3679520*** +***3***0.5652174***0.4056980*** +***4***0.5724638***0.4705460*** +***5***0.5289855***0.3662200*** +accuracy = 58.99 #leaves = 51.40 max depth = 9.00 + diff --git a/data/oc1output/statlog-australian-credit_31.txt b/data/oc1output/statlog-australian-credit_31.txt new file mode 100644 index 0000000..f27a1fc --- /dev/null +++ b/data/oc1output/statlog-australian-credit_31.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/statlog-australian-credit.csv.dt. +Unpruned decision tree written to csv/statlog-australian-credit.csv.dt.unpruned. +fold 1: acc. = 71.74 #leaves = 2 max. depth = 1 +fold 2: acc. = 54.35 #leaves = 54 max. depth = 12 +fold 3: acc. = 50.00 #leaves = 73 max. depth = 13 +fold 4: acc. = 60.14 #leaves = 57 max. depth = 14 +fold 5: acc. = 54.35 #leaves = 67 max. depth = 12 +***1***0.7173913***0.3952860*** +***2***0.5434783***0.4307900*** +***3***0.5000000***0.4303110*** +***4***0.6014493***0.4184110*** +***5***0.5434783***0.4033550*** +accuracy = 58.12 #leaves = 50.60 max depth = 10.40 + diff --git a/data/oc1output/statlog-australian-credit_57.txt b/data/oc1output/statlog-australian-credit_57.txt new file mode 100644 index 0000000..e27334c --- /dev/null +++ b/data/oc1output/statlog-australian-credit_57.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/statlog-australian-credit.csv.dt. +Unpruned decision tree written to csv/statlog-australian-credit.csv.dt.unpruned. +fold 1: acc. = 54.35 #leaves = 16 max. depth = 9 +fold 2: acc. = 48.55 #leaves = 58 max. depth = 14 +fold 3: acc. = 55.80 #leaves = 66 max. depth = 16 +fold 4: acc. = 63.04 #leaves = 60 max. depth = 12 +fold 5: acc. = 56.52 #leaves = 72 max. depth = 12 +***1***0.5434783***0.3804470*** +***2***0.4855072***0.4898470*** +***3***0.5579710***0.3854120*** +***4***0.6304348***0.3951740*** +***5***0.5652174***0.3612460*** +accuracy = 55.65 #leaves = 54.40 max depth = 12.60 + diff --git a/data/oc1output/statlog-australian-credit_7.txt b/data/oc1output/statlog-australian-credit_7.txt new file mode 100644 index 0000000..c618669 --- /dev/null +++ b/data/oc1output/statlog-australian-credit_7.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/statlog-australian-credit.csv.dt. +Unpruned decision tree written to csv/statlog-australian-credit.csv.dt.unpruned. +fold 1: acc. = 64.49 #leaves = 2 max. depth = 1 +fold 2: acc. = 51.45 #leaves = 67 max. depth = 12 +fold 3: acc. = 67.39 #leaves = 60 max. depth = 10 +fold 4: acc. = 50.00 #leaves = 61 max. depth = 13 +fold 5: acc. = 50.00 #leaves = 57 max. depth = 15 +***1***0.6449275***0.3691910*** +***2***0.5144928***0.4450530*** +***3***0.6739131***0.4230910*** +***4***0.5000000***0.4202880*** +***5***0.5000000***0.4732720*** +accuracy = 56.67 #leaves = 49.40 max depth = 10.20 + diff --git a/data/oc1output/statlog-australian-credit_79.txt b/data/oc1output/statlog-australian-credit_79.txt new file mode 100644 index 0000000..b282fd0 --- /dev/null +++ b/data/oc1output/statlog-australian-credit_79.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/statlog-australian-credit.csv.dt. +Unpruned decision tree written to csv/statlog-australian-credit.csv.dt.unpruned. +fold 1: acc. = 52.17 #leaves = 8 max. depth = 4 +fold 2: acc. = 60.14 #leaves = 59 max. depth = 12 +fold 3: acc. = 53.62 #leaves = 57 max. depth = 10 +fold 4: acc. = 52.90 #leaves = 62 max. depth = 13 +fold 5: acc. = 57.25 #leaves = 52 max. depth = 15 +***1***0.5217391***0.4004400*** +***2***0.6014493***0.3822870*** +***3***0.5362319***0.3426970*** +***4***0.5289855***0.4427380*** +***5***0.5724638***0.4495900*** +accuracy = 55.22 #leaves = 47.60 max depth = 10.80 + diff --git a/data/oc1output/statlog-australian-credit_83.txt b/data/oc1output/statlog-australian-credit_83.txt new file mode 100644 index 0000000..1c2452c --- /dev/null +++ b/data/oc1output/statlog-australian-credit_83.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/statlog-australian-credit.csv.dt. +Unpruned decision tree written to csv/statlog-australian-credit.csv.dt.unpruned. +fold 1: acc. = 64.49 #leaves = 2 max. depth = 1 +fold 2: acc. = 66.67 #leaves = 68 max. depth = 11 +fold 3: acc. = 57.97 #leaves = 61 max. depth = 14 +fold 4: acc. = 56.52 #leaves = 65 max. depth = 15 +fold 5: acc. = 53.62 #leaves = 64 max. depth = 13 +***1***0.6449275***0.4624070*** +***2***0.6666666***0.3174000*** +***3***0.5797102***0.3787630*** +***4***0.5652174***0.4312000*** +***5***0.5362319***0.4412750*** +accuracy = 59.86 #leaves = 52.00 max depth = 10.80 + diff --git a/data/oc1output/statlog-australian-credit_97.txt b/data/oc1output/statlog-australian-credit_97.txt new file mode 100644 index 0000000..deee33a --- /dev/null +++ b/data/oc1output/statlog-australian-credit_97.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/statlog-australian-credit.csv.dt. +Unpruned decision tree written to csv/statlog-australian-credit.csv.dt.unpruned. +fold 1: acc. = 60.14 #leaves = 2 max. depth = 1 +fold 2: acc. = 57.25 #leaves = 64 max. depth = 12 +fold 3: acc. = 49.28 #leaves = 58 max. depth = 14 +fold 4: acc. = 58.70 #leaves = 62 max. depth = 10 +fold 5: acc. = 60.87 #leaves = 61 max. depth = 13 +***1***0.6014493***0.4152000*** +***2***0.5724638***0.3818010*** +***3***0.4927536***0.4646190*** +***4***0.5869565***0.3365600*** +***5***0.6086956***0.4410860*** +accuracy = 57.25 #leaves = 49.40 max depth = 10.00 + diff --git a/data/oc1output/statlog-german-credit.txt b/data/oc1output/statlog-german-credit.txt deleted file mode 100755 index bc765be..0000000 --- a/data/oc1output/statlog-german-credit.txt +++ /dev/null @@ -1,16 +0,0 @@ -Remapping class numbers: - 0 To 1 - 1 To 2 -Pruned decision tree written to csv/statlog-german-credit.csv.dt. -Unpruned decision tree written to csv/statlog-german-credit.csv.dt.unpruned. -fold 1: acc. = 70.50 #leaves = 2 max. depth = 1 -fold 2: acc. = 65.00 #leaves = 81 max. depth = 14 -fold 3: acc. = 71.50 #leaves = 69 max. depth = 12 -fold 4: acc. = 67.00 #leaves = 67 max. depth = 12 -fold 5: acc. = 61.50 #leaves = 64 max. depth = 14 -***1***0.7050000***0.6662750*** -***2***0.6500000***0.9957820*** -***3***0.7150000***0.8013330*** -***4***0.6700000***0.7803050*** -***5***0.6150000***0.9622970*** -accuracy = 67.10 #leaves = 56.60 max depth = 10.60 diff --git a/data/oc1output/statlog-german-credit_1.txt b/data/oc1output/statlog-german-credit_1.txt new file mode 100644 index 0000000..cbee658 --- /dev/null +++ b/data/oc1output/statlog-german-credit_1.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/statlog-german-credit.csv.dt. +Unpruned decision tree written to csv/statlog-german-credit.csv.dt.unpruned. +fold 1: acc. = 64.00 #leaves = 15 max. depth = 6 +fold 2: acc. = 66.50 #leaves = 71 max. depth = 16 +fold 3: acc. = 66.50 #leaves = 74 max. depth = 15 +fold 4: acc. = 79.00 #leaves = 79 max. depth = 13 +fold 5: acc. = 66.00 #leaves = 78 max. depth = 17 +***1***0.6400000***0.7543520*** +***2***0.6650000***0.9251190*** +***3***0.6650000***0.8701240*** +***4***0.7900000***0.9041680*** +***5***0.6600000***0.8933220*** +accuracy = 68.40 #leaves = 63.40 max depth = 13.40 + diff --git a/data/oc1output/statlog-german-credit_17.txt b/data/oc1output/statlog-german-credit_17.txt new file mode 100644 index 0000000..d857f82 --- /dev/null +++ b/data/oc1output/statlog-german-credit_17.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/statlog-german-credit.csv.dt. +Unpruned decision tree written to csv/statlog-german-credit.csv.dt.unpruned. +fold 1: acc. = 70.00 #leaves = 3 max. depth = 2 +fold 2: acc. = 72.50 #leaves = 75 max. depth = 13 +fold 3: acc. = 64.50 #leaves = 86 max. depth = 14 +fold 4: acc. = 68.50 #leaves = 76 max. depth = 12 +fold 5: acc. = 71.00 #leaves = 77 max. depth = 14 +***1***0.7000000***1.1092710*** +***2***0.7250000***0.9267130*** +***3***0.6450000***0.9586790*** +***4***0.6850000***0.7149500*** +***5***0.7100000***0.9092080*** +accuracy = 69.30 #leaves = 63.40 max depth = 11.00 + diff --git a/data/oc1output/statlog-german-credit_1714.txt b/data/oc1output/statlog-german-credit_1714.txt new file mode 100644 index 0000000..74783e6 --- /dev/null +++ b/data/oc1output/statlog-german-credit_1714.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/statlog-german-credit.csv.dt. +Unpruned decision tree written to csv/statlog-german-credit.csv.dt.unpruned. +fold 1: acc. = 72.50 #leaves = 2 max. depth = 1 +fold 2: acc. = 68.00 #leaves = 85 max. depth = 14 +fold 3: acc. = 65.00 #leaves = 77 max. depth = 13 +fold 4: acc. = 68.50 #leaves = 76 max. depth = 13 +fold 5: acc. = 67.00 #leaves = 90 max. depth = 13 +***1***0.7250000***0.9254200*** +***2***0.6800000***0.9765900*** +***3***0.6500000***0.7760520*** +***4***0.6850000***0.9152170*** +***5***0.6700000***0.9063660*** +accuracy = 68.20 #leaves = 66.00 max depth = 10.80 + diff --git a/data/oc1output/statlog-german-credit_23.txt b/data/oc1output/statlog-german-credit_23.txt new file mode 100644 index 0000000..5970730 --- /dev/null +++ b/data/oc1output/statlog-german-credit_23.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/statlog-german-credit.csv.dt. +Unpruned decision tree written to csv/statlog-german-credit.csv.dt.unpruned. +fold 1: acc. = 72.00 #leaves = 4 max. depth = 3 +fold 2: acc. = 64.50 #leaves = 77 max. depth = 15 +fold 3: acc. = 73.50 #leaves = 68 max. depth = 17 +fold 4: acc. = 64.50 #leaves = 75 max. depth = 12 +fold 5: acc. = 67.50 #leaves = 61 max. depth = 10 +***1***0.7200000***0.7184300*** +***2***0.6450000***1.1904720*** +***3***0.7350000***1.0801540*** +***4***0.6450000***0.8750470*** +***5***0.6750000***0.7379650*** +accuracy = 68.40 #leaves = 57.00 max depth = 11.40 + diff --git a/data/oc1output/statlog-german-credit_31.txt b/data/oc1output/statlog-german-credit_31.txt new file mode 100644 index 0000000..88e8492 --- /dev/null +++ b/data/oc1output/statlog-german-credit_31.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/statlog-german-credit.csv.dt. +Unpruned decision tree written to csv/statlog-german-credit.csv.dt.unpruned. +fold 1: acc. = 69.00 #leaves = 2 max. depth = 1 +fold 2: acc. = 73.00 #leaves = 70 max. depth = 16 +fold 3: acc. = 71.50 #leaves = 68 max. depth = 11 +fold 4: acc. = 66.00 #leaves = 72 max. depth = 13 +fold 5: acc. = 71.50 #leaves = 73 max. depth = 13 +***1***0.6900000***0.8762490*** +***2***0.7300000***1.2032430*** +***3***0.7150000***0.6427040*** +***4***0.6600000***0.7636610*** +***5***0.7150000***1.0168610*** +accuracy = 70.20 #leaves = 57.00 max depth = 10.80 + diff --git a/data/oc1output/statlog-german-credit_57.txt b/data/oc1output/statlog-german-credit_57.txt new file mode 100644 index 0000000..7cab2ce --- /dev/null +++ b/data/oc1output/statlog-german-credit_57.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/statlog-german-credit.csv.dt. +Unpruned decision tree written to csv/statlog-german-credit.csv.dt.unpruned. +fold 1: acc. = 74.50 #leaves = 10 max. depth = 5 +fold 2: acc. = 71.50 #leaves = 68 max. depth = 12 +fold 3: acc. = 67.50 #leaves = 61 max. depth = 16 +fold 4: acc. = 64.50 #leaves = 74 max. depth = 12 +fold 5: acc. = 69.00 #leaves = 74 max. depth = 12 +***1***0.7450000***1.0095200*** +***2***0.7150000***0.8203280*** +***3***0.6750000***1.1312710*** +***4***0.6450000***0.8715330*** +***5***0.6900000***0.6800230*** +accuracy = 69.40 #leaves = 57.40 max depth = 11.40 + diff --git a/data/oc1output/statlog-german-credit_7.txt b/data/oc1output/statlog-german-credit_7.txt new file mode 100644 index 0000000..6d3e91f --- /dev/null +++ b/data/oc1output/statlog-german-credit_7.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/statlog-german-credit.csv.dt. +Unpruned decision tree written to csv/statlog-german-credit.csv.dt.unpruned. +fold 1: acc. = 70.00 #leaves = 5 max. depth = 4 +fold 2: acc. = 65.50 #leaves = 70 max. depth = 16 +fold 3: acc. = 63.00 #leaves = 72 max. depth = 12 +fold 4: acc. = 70.50 #leaves = 80 max. depth = 14 +fold 5: acc. = 74.00 #leaves = 76 max. depth = 12 +***1***0.7000000***0.7858710*** +***2***0.6550000***1.2059470*** +***3***0.6300000***0.9240900*** +***4***0.7050000***0.8360790*** +***5***0.7400000***1.0128540*** +accuracy = 68.60 #leaves = 60.60 max depth = 11.60 + diff --git a/data/oc1output/statlog-german-credit_79.txt b/data/oc1output/statlog-german-credit_79.txt new file mode 100644 index 0000000..bc9141c --- /dev/null +++ b/data/oc1output/statlog-german-credit_79.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/statlog-german-credit.csv.dt. +Unpruned decision tree written to csv/statlog-german-credit.csv.dt.unpruned. +fold 1: acc. = 76.50 #leaves = 9 max. depth = 5 +fold 2: acc. = 66.50 #leaves = 82 max. depth = 12 +fold 3: acc. = 69.50 #leaves = 75 max. depth = 14 +fold 4: acc. = 68.50 #leaves = 68 max. depth = 15 +fold 5: acc. = 66.00 #leaves = 67 max. depth = 17 +***1***0.7650000***0.8206360*** +***2***0.6650000***0.8215310*** +***3***0.6950000***0.9664500*** +***4***0.6850000***1.0062050*** +***5***0.6600000***1.1066780*** +accuracy = 69.40 #leaves = 60.20 max depth = 12.60 + diff --git a/data/oc1output/statlog-german-credit_83.txt b/data/oc1output/statlog-german-credit_83.txt new file mode 100644 index 0000000..d87f49f --- /dev/null +++ b/data/oc1output/statlog-german-credit_83.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/statlog-german-credit.csv.dt. +Unpruned decision tree written to csv/statlog-german-credit.csv.dt.unpruned. +fold 1: acc. = 69.50 #leaves = 3 max. depth = 2 +fold 2: acc. = 69.00 #leaves = 71 max. depth = 13 +fold 3: acc. = 62.50 #leaves = 80 max. depth = 12 +fold 4: acc. = 70.00 #leaves = 75 max. depth = 15 +fold 5: acc. = 62.00 #leaves = 71 max. depth = 15 +***1***0.6950000***0.6951970*** +***2***0.6900000***0.8668540*** +***3***0.6250000***0.9476420*** +***4***0.7000000***0.9282690*** +***5***0.6200000***0.9885830*** +accuracy = 66.60 #leaves = 60.00 max depth = 11.40 + diff --git a/data/oc1output/statlog-german-credit_97.txt b/data/oc1output/statlog-german-credit_97.txt new file mode 100644 index 0000000..d09cfc9 --- /dev/null +++ b/data/oc1output/statlog-german-credit_97.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/statlog-german-credit.csv.dt. +Unpruned decision tree written to csv/statlog-german-credit.csv.dt.unpruned. +fold 1: acc. = 76.50 #leaves = 3 max. depth = 2 +fold 2: acc. = 68.00 #leaves = 73 max. depth = 14 +fold 3: acc. = 67.50 #leaves = 80 max. depth = 18 +fold 4: acc. = 64.00 #leaves = 70 max. depth = 12 +fold 5: acc. = 68.50 #leaves = 61 max. depth = 10 +***1***0.7650000***0.9982050*** +***2***0.6800000***0.8710000*** +***3***0.6750000***1.1241450*** +***4***0.6400000***0.7526700*** +***5***0.6850000***0.9076940*** +accuracy = 68.90 #leaves = 57.40 max depth = 11.20 + diff --git a/data/oc1output/statlog-heart.txt b/data/oc1output/statlog-heart.txt deleted file mode 100755 index 6121533..0000000 --- a/data/oc1output/statlog-heart.txt +++ /dev/null @@ -1,14 +0,0 @@ -Remapping class numbers: - 0 To 2 -Unpruned decision tree written to csv/statlog-heart.csv.dt. -fold 1: acc. = 74.07 #leaves = 13 max. depth = 7 -fold 2: acc. = 81.48 #leaves = 15 max. depth = 7 -fold 3: acc. = 68.52 #leaves = 15 max. depth = 9 -fold 4: acc. = 74.07 #leaves = 16 max. depth = 6 -fold 5: acc. = 61.11 #leaves = 14 max. depth = 6 -***1***0.7407407***0.0784600*** -***2***0.8148148***0.0863050*** -***3***0.6851852***0.0794050*** -***4***0.7407407***0.0814250*** -***5***0.6111111***0.0922060*** -accuracy = 71.85 #leaves = 14.60 max depth = 7.00 diff --git a/data/oc1output/statlog-heart_1.txt b/data/oc1output/statlog-heart_1.txt new file mode 100644 index 0000000..22d4c45 --- /dev/null +++ b/data/oc1output/statlog-heart_1.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/statlog-heart.csv.dt. +Unpruned decision tree written to csv/statlog-heart.csv.dt.unpruned. +fold 1: acc. = 81.48 #leaves = 2 max. depth = 1 +fold 2: acc. = 75.93 #leaves = 16 max. depth = 7 +fold 3: acc. = 79.63 #leaves = 16 max. depth = 6 +fold 4: acc. = 74.07 #leaves = 14 max. depth = 5 +fold 5: acc. = 79.63 #leaves = 17 max. depth = 9 +***1***0.8148148***0.0955000*** +***2***0.7592593***0.0736450*** +***3***0.7962963***0.0893450*** +***4***0.7407407***0.0970590*** +***5***0.7962963***0.1030440*** +accuracy = 78.15 #leaves = 13.00 max depth = 5.60 + diff --git a/data/oc1output/statlog-heart_17.txt b/data/oc1output/statlog-heart_17.txt new file mode 100644 index 0000000..3e23cfa --- /dev/null +++ b/data/oc1output/statlog-heart_17.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/statlog-heart.csv.dt. +Unpruned decision tree written to csv/statlog-heart.csv.dt.unpruned. +fold 1: acc. = 72.22 #leaves = 2 max. depth = 1 +fold 2: acc. = 72.22 #leaves = 13 max. depth = 5 +fold 3: acc. = 64.81 #leaves = 13 max. depth = 5 +fold 4: acc. = 77.78 #leaves = 18 max. depth = 6 +fold 5: acc. = 79.63 #leaves = 16 max. depth = 6 +***1***0.7222222***0.0731000*** +***2***0.7222222***0.0668010*** +***3***0.6481481***0.0728580*** +***4***0.7777778***0.0961770*** +***5***0.7962963***0.0948620*** +accuracy = 73.33 #leaves = 12.40 max depth = 4.60 + diff --git a/data/oc1output/statlog-heart_1714.txt b/data/oc1output/statlog-heart_1714.txt new file mode 100644 index 0000000..9b42a61 --- /dev/null +++ b/data/oc1output/statlog-heart_1714.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/statlog-heart.csv.dt. +Unpruned decision tree written to csv/statlog-heart.csv.dt.unpruned. +fold 1: acc. = 85.19 #leaves = 2 max. depth = 1 +fold 2: acc. = 75.93 #leaves = 15 max. depth = 6 +fold 3: acc. = 62.96 #leaves = 20 max. depth = 8 +fold 4: acc. = 70.37 #leaves = 17 max. depth = 8 +fold 5: acc. = 72.22 #leaves = 16 max. depth = 7 +***1***0.8518519***0.0910270*** +***2***0.7592593***0.0735670*** +***3***0.6296296***0.0838990*** +***4***0.7037037***0.0770730*** +***5***0.7222222***0.0838860*** +accuracy = 73.33 #leaves = 14.00 max depth = 6.00 + diff --git a/data/oc1output/statlog-heart_23.txt b/data/oc1output/statlog-heart_23.txt new file mode 100644 index 0000000..1370d0e --- /dev/null +++ b/data/oc1output/statlog-heart_23.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/statlog-heart.csv.dt. +Unpruned decision tree written to csv/statlog-heart.csv.dt.unpruned. +fold 1: acc. = 74.07 #leaves = 8 max. depth = 5 +fold 2: acc. = 72.22 #leaves = 16 max. depth = 6 +fold 3: acc. = 81.48 #leaves = 14 max. depth = 6 +fold 4: acc. = 66.67 #leaves = 16 max. depth = 5 +fold 5: acc. = 72.22 #leaves = 17 max. depth = 7 +***1***0.7407407***0.0835450*** +***2***0.7222222***0.0879040*** +***3***0.8148148***0.0822060*** +***4***0.6666666***0.0776050*** +***5***0.7222222***0.0999950*** +accuracy = 73.33 #leaves = 14.20 max depth = 5.80 + diff --git a/data/oc1output/statlog-heart_31.txt b/data/oc1output/statlog-heart_31.txt new file mode 100644 index 0000000..6926873 --- /dev/null +++ b/data/oc1output/statlog-heart_31.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/statlog-heart.csv.dt. +Unpruned decision tree written to csv/statlog-heart.csv.dt.unpruned. +fold 1: acc. = 77.78 #leaves = 3 max. depth = 2 +fold 2: acc. = 77.78 #leaves = 15 max. depth = 6 +fold 3: acc. = 74.07 #leaves = 14 max. depth = 6 +fold 4: acc. = 77.78 #leaves = 17 max. depth = 10 +fold 5: acc. = 66.67 #leaves = 15 max. depth = 6 +***1***0.7777778***0.0717700*** +***2***0.7777778***0.0630080*** +***3***0.7407407***0.0853170*** +***4***0.7777778***0.0799070*** +***5***0.6666666***0.1036580*** +accuracy = 74.81 #leaves = 12.80 max depth = 6.00 + diff --git a/data/oc1output/statlog-heart_57.txt b/data/oc1output/statlog-heart_57.txt new file mode 100644 index 0000000..6078ee7 --- /dev/null +++ b/data/oc1output/statlog-heart_57.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/statlog-heart.csv.dt. +Unpruned decision tree written to csv/statlog-heart.csv.dt.unpruned. +fold 1: acc. = 83.33 #leaves = 2 max. depth = 1 +fold 2: acc. = 61.11 #leaves = 17 max. depth = 6 +fold 3: acc. = 74.07 #leaves = 16 max. depth = 6 +fold 4: acc. = 72.22 #leaves = 20 max. depth = 7 +fold 5: acc. = 72.22 #leaves = 17 max. depth = 9 +***1***0.8333334***0.0780100*** +***2***0.6111111***0.0848260*** +***3***0.7407407***0.0818650*** +***4***0.7222222***0.0903530*** +***5***0.7222222***0.0775970*** +accuracy = 72.59 #leaves = 14.40 max depth = 5.80 + diff --git a/data/oc1output/statlog-heart_7.txt b/data/oc1output/statlog-heart_7.txt new file mode 100644 index 0000000..1b6a0eb --- /dev/null +++ b/data/oc1output/statlog-heart_7.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/statlog-heart.csv.dt. +Unpruned decision tree written to csv/statlog-heart.csv.dt.unpruned. +fold 1: acc. = 75.93 #leaves = 9 max. depth = 5 +fold 2: acc. = 68.52 #leaves = 15 max. depth = 7 +fold 3: acc. = 77.78 #leaves = 14 max. depth = 6 +fold 4: acc. = 85.19 #leaves = 13 max. depth = 7 +fold 5: acc. = 68.52 #leaves = 13 max. depth = 8 +***1***0.7592593***0.0834980*** +***2***0.6851852***0.0982330*** +***3***0.7777778***0.0718210*** +***4***0.8518519***0.1062770*** +***5***0.6851852***0.0970420*** +accuracy = 75.19 #leaves = 12.80 max depth = 6.60 + diff --git a/data/oc1output/statlog-heart_79.txt b/data/oc1output/statlog-heart_79.txt new file mode 100644 index 0000000..9418db5 --- /dev/null +++ b/data/oc1output/statlog-heart_79.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/statlog-heart.csv.dt. +Unpruned decision tree written to csv/statlog-heart.csv.dt.unpruned. +fold 1: acc. = 77.78 #leaves = 2 max. depth = 1 +fold 2: acc. = 74.07 #leaves = 16 max. depth = 6 +fold 3: acc. = 79.63 #leaves = 15 max. depth = 7 +fold 4: acc. = 72.22 #leaves = 16 max. depth = 6 +fold 5: acc. = 77.78 #leaves = 18 max. depth = 8 +***1***0.7777778***0.0784010*** +***2***0.7407407***0.0899980*** +***3***0.7962963***0.0854080*** +***4***0.7222222***0.0790470*** +***5***0.7777778***0.0736720*** +accuracy = 76.30 #leaves = 13.40 max depth = 5.60 + diff --git a/data/oc1output/statlog-heart_83.txt b/data/oc1output/statlog-heart_83.txt new file mode 100644 index 0000000..67fabea --- /dev/null +++ b/data/oc1output/statlog-heart_83.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/statlog-heart.csv.dt. +Unpruned decision tree written to csv/statlog-heart.csv.dt.unpruned. +fold 1: acc. = 74.07 #leaves = 4 max. depth = 2 +fold 2: acc. = 74.07 #leaves = 18 max. depth = 6 +fold 3: acc. = 64.81 #leaves = 14 max. depth = 7 +fold 4: acc. = 75.93 #leaves = 17 max. depth = 6 +fold 5: acc. = 66.67 #leaves = 20 max. depth = 8 +***1***0.7407407***0.0927290*** +***2***0.7407407***0.0921450*** +***3***0.6481481***0.0830650*** +***4***0.7592593***0.0752240*** +***5***0.6666666***0.0828720*** +accuracy = 71.11 #leaves = 14.60 max depth = 5.80 + diff --git a/data/oc1output/statlog-heart_97.txt b/data/oc1output/statlog-heart_97.txt new file mode 100644 index 0000000..8eba02b --- /dev/null +++ b/data/oc1output/statlog-heart_97.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/statlog-heart.csv.dt. +Unpruned decision tree written to csv/statlog-heart.csv.dt.unpruned. +fold 1: acc. = 77.78 #leaves = 2 max. depth = 1 +fold 2: acc. = 85.19 #leaves = 16 max. depth = 5 +fold 3: acc. = 77.78 #leaves = 15 max. depth = 6 +fold 4: acc. = 83.33 #leaves = 19 max. depth = 7 +fold 5: acc. = 81.48 #leaves = 15 max. depth = 6 +***1***0.7777778***0.0705230*** +***2***0.8518519***0.0846010*** +***3***0.7777778***0.0961620*** +***4***0.8333334***0.0786210*** +***5***0.8148148***0.0907920*** +accuracy = 81.11 #leaves = 13.40 max depth = 5.00 + diff --git a/data/oc1output/statlog-image.txt b/data/oc1output/statlog-image.txt deleted file mode 100755 index 9cb88d3..0000000 --- a/data/oc1output/statlog-image.txt +++ /dev/null @@ -1,20 +0,0 @@ -Remapping class numbers: - 5 To 1 - 1 To 3 - 6 To 4 - 0 To 5 - 3 To 6 - 4 To 7 -Pruned decision tree written to csv/statlog-image.csv.dt. -Unpruned decision tree written to csv/statlog-image.csv.dt.unpruned. -fold 1: acc. = 94.16 #leaves = 38 max. depth = 8 -fold 2: acc. = 96.32 #leaves = 40 max. depth = 12 -fold 3: acc. = 92.86 #leaves = 49 max. depth = 10 -fold 4: acc. = 96.54 #leaves = 44 max. depth = 11 -fold 5: acc. = 92.21 #leaves = 44 max. depth = 9 -***1***0.9415585***2.3179950*** -***2***0.9632034***2.2156990*** -***3***0.9285714***2.3448510*** -***4***0.9653680***2.2469760*** -***5***0.9220780***2.3001440*** -accuracy = 94.42 #leaves = 43.00 max depth = 10.00 diff --git a/data/oc1output/statlog-image_1.txt b/data/oc1output/statlog-image_1.txt new file mode 100644 index 0000000..f0299dd --- /dev/null +++ b/data/oc1output/statlog-image_1.txt @@ -0,0 +1,21 @@ +Remapping class numbers: + 5 To 1 + 1 To 3 + 6 To 4 + 0 To 5 + 3 To 6 + 4 To 7 +Pruned decision tree written to csv/statlog-image.csv.dt. +Unpruned decision tree written to csv/statlog-image.csv.dt.unpruned. +fold 1: acc. = 95.02 #leaves = 40 max. depth = 10 +fold 2: acc. = 95.67 #leaves = 53 max. depth = 14 +fold 3: acc. = 96.32 #leaves = 43 max. depth = 10 +fold 4: acc. = 94.59 #leaves = 46 max. depth = 13 +fold 5: acc. = 95.45 #leaves = 42 max. depth = 11 +***1***0.9502165***2.2589320*** +***2***0.9567100***2.3956410*** +***3***0.9632034***2.1137540*** +***4***0.9458874***2.3142650*** +***5***0.9545454***2.2732110*** +accuracy = 95.41 #leaves = 44.80 max depth = 11.60 + diff --git a/data/oc1output/statlog-image_17.txt b/data/oc1output/statlog-image_17.txt new file mode 100644 index 0000000..dff26a5 --- /dev/null +++ b/data/oc1output/statlog-image_17.txt @@ -0,0 +1,21 @@ +Remapping class numbers: + 5 To 1 + 1 To 3 + 6 To 4 + 0 To 5 + 3 To 6 + 4 To 7 +Pruned decision tree written to csv/statlog-image.csv.dt. +Unpruned decision tree written to csv/statlog-image.csv.dt.unpruned. +fold 1: acc. = 93.94 #leaves = 22 max. depth = 8 +fold 2: acc. = 94.37 #leaves = 38 max. depth = 9 +fold 3: acc. = 95.24 #leaves = 39 max. depth = 9 +fold 4: acc. = 95.45 #leaves = 55 max. depth = 10 +fold 5: acc. = 93.94 #leaves = 43 max. depth = 10 +***1***0.9393939***2.2546260*** +***2***0.9437229***2.4382470*** +***3***0.9523810***2.1929630*** +***4***0.9545454***2.3484480*** +***5***0.9393939***2.2136850*** +accuracy = 94.59 #leaves = 39.40 max depth = 9.20 + diff --git a/data/oc1output/statlog-image_1714.txt b/data/oc1output/statlog-image_1714.txt new file mode 100644 index 0000000..3e2a21d --- /dev/null +++ b/data/oc1output/statlog-image_1714.txt @@ -0,0 +1,21 @@ +Remapping class numbers: + 5 To 1 + 1 To 3 + 6 To 4 + 0 To 5 + 3 To 6 + 4 To 7 +Pruned decision tree written to csv/statlog-image.csv.dt. +Unpruned decision tree written to csv/statlog-image.csv.dt.unpruned. +fold 1: acc. = 96.10 #leaves = 23 max. depth = 8 +fold 2: acc. = 96.10 #leaves = 47 max. depth = 11 +fold 3: acc. = 93.94 #leaves = 40 max. depth = 11 +fold 4: acc. = 95.02 #leaves = 40 max. depth = 11 +fold 5: acc. = 94.37 #leaves = 40 max. depth = 10 +***1***0.9610389***2.3676920*** +***2***0.9610389***2.2094890*** +***3***0.9393939***2.1278860*** +***4***0.9502165***2.3813320*** +***5***0.9437229***2.4191410*** +accuracy = 95.11 #leaves = 38.00 max depth = 10.20 + diff --git a/data/oc1output/statlog-image_23.txt b/data/oc1output/statlog-image_23.txt new file mode 100644 index 0000000..3e85a5b --- /dev/null +++ b/data/oc1output/statlog-image_23.txt @@ -0,0 +1,21 @@ +Remapping class numbers: + 5 To 1 + 1 To 3 + 6 To 4 + 0 To 5 + 3 To 6 + 4 To 7 +Pruned decision tree written to csv/statlog-image.csv.dt. +Unpruned decision tree written to csv/statlog-image.csv.dt.unpruned. +fold 1: acc. = 93.94 #leaves = 22 max. depth = 8 +fold 2: acc. = 95.45 #leaves = 43 max. depth = 10 +fold 3: acc. = 93.72 #leaves = 42 max. depth = 9 +fold 4: acc. = 92.64 #leaves = 39 max. depth = 10 +fold 5: acc. = 96.32 #leaves = 51 max. depth = 10 +***1***0.9393939***2.4417700*** +***2***0.9545454***2.3626430*** +***3***0.9372295***2.4230030*** +***4***0.9264069***2.2411780*** +***5***0.9632034***2.3545340*** +accuracy = 94.42 #leaves = 39.40 max depth = 9.40 + diff --git a/data/oc1output/statlog-image_31.txt b/data/oc1output/statlog-image_31.txt new file mode 100644 index 0000000..2a16999 --- /dev/null +++ b/data/oc1output/statlog-image_31.txt @@ -0,0 +1,21 @@ +Remapping class numbers: + 5 To 1 + 1 To 3 + 6 To 4 + 0 To 5 + 3 To 6 + 4 To 7 +Pruned decision tree written to csv/statlog-image.csv.dt. +Unpruned decision tree written to csv/statlog-image.csv.dt.unpruned. +fold 1: acc. = 93.51 #leaves = 35 max. depth = 10 +fold 2: acc. = 94.16 #leaves = 36 max. depth = 10 +fold 3: acc. = 95.45 #leaves = 51 max. depth = 13 +fold 4: acc. = 94.37 #leaves = 54 max. depth = 10 +fold 5: acc. = 94.59 #leaves = 46 max. depth = 11 +***1***0.9350649***2.4019470*** +***2***0.9415585***2.0735390*** +***3***0.9545454***2.4792930*** +***4***0.9437229***2.5221410*** +***5***0.9458874***2.3092030*** +accuracy = 94.42 #leaves = 44.40 max depth = 10.80 + diff --git a/data/oc1output/statlog-image_57.txt b/data/oc1output/statlog-image_57.txt new file mode 100644 index 0000000..fd1ec8a --- /dev/null +++ b/data/oc1output/statlog-image_57.txt @@ -0,0 +1,21 @@ +Remapping class numbers: + 5 To 1 + 1 To 3 + 6 To 4 + 0 To 5 + 3 To 6 + 4 To 7 +Pruned decision tree written to csv/statlog-image.csv.dt. +Unpruned decision tree written to csv/statlog-image.csv.dt.unpruned. +fold 1: acc. = 95.45 #leaves = 35 max. depth = 9 +fold 2: acc. = 94.37 #leaves = 42 max. depth = 14 +fold 3: acc. = 96.97 #leaves = 49 max. depth = 10 +fold 4: acc. = 94.16 #leaves = 43 max. depth = 11 +fold 5: acc. = 93.51 #leaves = 50 max. depth = 11 +***1***0.9545454***2.5125070*** +***2***0.9437229***2.4309380*** +***3***0.9696969***2.4306630*** +***4***0.9415585***2.4686160*** +***5***0.9350649***2.5262180*** +accuracy = 94.89 #leaves = 43.80 max depth = 11.00 + diff --git a/data/oc1output/statlog-image_7.txt b/data/oc1output/statlog-image_7.txt new file mode 100644 index 0000000..3e9fe79 --- /dev/null +++ b/data/oc1output/statlog-image_7.txt @@ -0,0 +1,21 @@ +Remapping class numbers: + 5 To 1 + 1 To 3 + 6 To 4 + 0 To 5 + 3 To 6 + 4 To 7 +Pruned decision tree written to csv/statlog-image.csv.dt. +Unpruned decision tree written to csv/statlog-image.csv.dt.unpruned. +fold 1: acc. = 97.19 #leaves = 42 max. depth = 9 +fold 2: acc. = 96.32 #leaves = 42 max. depth = 12 +fold 3: acc. = 95.02 #leaves = 42 max. depth = 10 +fold 4: acc. = 95.24 #leaves = 39 max. depth = 12 +fold 5: acc. = 94.81 #leaves = 44 max. depth = 10 +***1***0.9718615***2.2323850*** +***2***0.9632034***2.2349670*** +***3***0.9502165***2.4347950*** +***4***0.9523810***2.3484900*** +***5***0.9480519***2.3664730*** +accuracy = 95.71 #leaves = 41.80 max depth = 10.60 + diff --git a/data/oc1output/statlog-image_79.txt b/data/oc1output/statlog-image_79.txt new file mode 100644 index 0000000..199af37 --- /dev/null +++ b/data/oc1output/statlog-image_79.txt @@ -0,0 +1,21 @@ +Remapping class numbers: + 5 To 1 + 1 To 3 + 6 To 4 + 0 To 5 + 3 To 6 + 4 To 7 +Pruned decision tree written to csv/statlog-image.csv.dt. +Unpruned decision tree written to csv/statlog-image.csv.dt.unpruned. +fold 1: acc. = 95.45 #leaves = 24 max. depth = 8 +fold 2: acc. = 94.81 #leaves = 39 max. depth = 9 +fold 3: acc. = 94.37 #leaves = 51 max. depth = 11 +fold 4: acc. = 95.67 #leaves = 45 max. depth = 10 +fold 5: acc. = 95.89 #leaves = 39 max. depth = 10 +***1***0.9545454***2.2992750*** +***2***0.9480519***2.4127510*** +***3***0.9437229***2.7019160*** +***4***0.9567100***2.3662440*** +***5***0.9588745***2.1285360*** +accuracy = 95.24 #leaves = 39.60 max depth = 9.60 + diff --git a/data/oc1output/statlog-image_83.txt b/data/oc1output/statlog-image_83.txt new file mode 100644 index 0000000..3a9be4d --- /dev/null +++ b/data/oc1output/statlog-image_83.txt @@ -0,0 +1,21 @@ +Remapping class numbers: + 5 To 1 + 1 To 3 + 6 To 4 + 0 To 5 + 3 To 6 + 4 To 7 +Pruned decision tree written to csv/statlog-image.csv.dt. +Unpruned decision tree written to csv/statlog-image.csv.dt.unpruned. +fold 1: acc. = 95.89 #leaves = 43 max. depth = 14 +fold 2: acc. = 94.81 #leaves = 51 max. depth = 10 +fold 3: acc. = 93.51 #leaves = 44 max. depth = 12 +fold 4: acc. = 95.45 #leaves = 43 max. depth = 11 +fold 5: acc. = 95.89 #leaves = 47 max. depth = 13 +***1***0.9588745***2.2299740*** +***2***0.9480519***2.5105120*** +***3***0.9350649***2.3735650*** +***4***0.9545454***2.4472460*** +***5***0.9588745***2.4027080*** +accuracy = 95.11 #leaves = 45.60 max depth = 12.00 + diff --git a/data/oc1output/statlog-image_97.txt b/data/oc1output/statlog-image_97.txt new file mode 100644 index 0000000..db00b2b --- /dev/null +++ b/data/oc1output/statlog-image_97.txt @@ -0,0 +1,21 @@ +Remapping class numbers: + 5 To 1 + 1 To 3 + 6 To 4 + 0 To 5 + 3 To 6 + 4 To 7 +Pruned decision tree written to csv/statlog-image.csv.dt. +Unpruned decision tree written to csv/statlog-image.csv.dt.unpruned. +fold 1: acc. = 95.45 #leaves = 22 max. depth = 7 +fold 2: acc. = 95.24 #leaves = 44 max. depth = 8 +fold 3: acc. = 94.81 #leaves = 44 max. depth = 10 +fold 4: acc. = 95.24 #leaves = 43 max. depth = 10 +fold 5: acc. = 95.45 #leaves = 37 max. depth = 8 +***1***0.9545454***2.4206260*** +***2***0.9523810***2.2534900*** +***3***0.9480519***2.1659700*** +***4***0.9523810***2.4512040*** +***5***0.9545454***2.1830530*** +accuracy = 95.24 #leaves = 38.00 max depth = 8.60 + diff --git a/data/oc1output/statlog-vehicle.txt b/data/oc1output/statlog-vehicle.txt deleted file mode 100755 index 9f0ab45..0000000 --- a/data/oc1output/statlog-vehicle.txt +++ /dev/null @@ -1,16 +0,0 @@ -Remapping class numbers: - 3 To 1 - 0 To 3 - 1 To 4 -Unpruned decision tree written to csv/statlog-vehicle.csv.dt. -fold 1: acc. = 71.01 #leaves = 75 max. depth = 13 -fold 2: acc. = 77.51 #leaves = 81 max. depth = 15 -fold 3: acc. = 66.86 #leaves = 76 max. depth = 12 -fold 4: acc. = 74.56 #leaves = 76 max. depth = 13 -fold 5: acc. = 68.82 #leaves = 65 max. depth = 13 -***1***0.7100592***0.9197460*** -***2***0.7751479***0.9962790*** -***3***0.6686391***0.8840680*** -***4***0.7455621***0.7852650*** -***5***0.6882353***0.8788030*** -accuracy = 71.75 #leaves = 74.60 max depth = 13.20 diff --git a/data/oc1output/statlog-vehicle_1.txt b/data/oc1output/statlog-vehicle_1.txt new file mode 100644 index 0000000..dea05cc --- /dev/null +++ b/data/oc1output/statlog-vehicle_1.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 3 To 1 + 0 To 3 + 1 To 4 +Pruned decision tree written to csv/statlog-vehicle.csv.dt. +Unpruned decision tree written to csv/statlog-vehicle.csv.dt.unpruned. +fold 1: acc. = 70.41 #leaves = 5 max. depth = 3 +fold 2: acc. = 76.92 #leaves = 76 max. depth = 16 +fold 3: acc. = 69.23 #leaves = 73 max. depth = 14 +fold 4: acc. = 66.27 #leaves = 76 max. depth = 13 +fold 5: acc. = 68.82 #leaves = 85 max. depth = 13 +***1***0.7041420***0.8472510*** +***2***0.7692308***0.8743190*** +***3***0.6923077***0.8426180*** +***4***0.6627219***0.7855330*** +***5***0.6882353***0.9009260*** +accuracy = 70.33 #leaves = 63.00 max depth = 11.80 + diff --git a/data/oc1output/statlog-vehicle_17.txt b/data/oc1output/statlog-vehicle_17.txt new file mode 100644 index 0000000..eb18f2e --- /dev/null +++ b/data/oc1output/statlog-vehicle_17.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 3 To 1 + 0 To 3 + 1 To 4 +Pruned decision tree written to csv/statlog-vehicle.csv.dt. +Unpruned decision tree written to csv/statlog-vehicle.csv.dt.unpruned. +fold 1: acc. = 71.01 #leaves = 28 max. depth = 9 +fold 2: acc. = 65.68 #leaves = 73 max. depth = 12 +fold 3: acc. = 68.05 #leaves = 76 max. depth = 13 +fold 4: acc. = 66.86 #leaves = 82 max. depth = 13 +fold 5: acc. = 78.24 #leaves = 81 max. depth = 11 +***1***0.7100592***0.8246410*** +***2***0.6568047***0.8624660*** +***3***0.6804734***0.8547690*** +***4***0.6686391***0.8361360*** +***5***0.7823529***0.7486190*** +accuracy = 69.98 #leaves = 68.00 max depth = 11.60 + diff --git a/data/oc1output/statlog-vehicle_1714.txt b/data/oc1output/statlog-vehicle_1714.txt new file mode 100644 index 0000000..709e187 --- /dev/null +++ b/data/oc1output/statlog-vehicle_1714.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 3 To 1 + 0 To 3 + 1 To 4 +Pruned decision tree written to csv/statlog-vehicle.csv.dt. +Unpruned decision tree written to csv/statlog-vehicle.csv.dt.unpruned. +fold 1: acc. = 63.31 #leaves = 6 max. depth = 4 +fold 2: acc. = 69.23 #leaves = 78 max. depth = 15 +fold 3: acc. = 75.15 #leaves = 71 max. depth = 12 +fold 4: acc. = 71.01 #leaves = 73 max. depth = 12 +fold 5: acc. = 71.18 #leaves = 76 max. depth = 12 +***1***0.6331361***0.9265310*** +***2***0.6923077***0.9754100*** +***3***0.7514793***0.8415150*** +***4***0.7100592***0.7568880*** +***5***0.7117647***0.7779950*** +accuracy = 69.98 #leaves = 60.80 max depth = 11.00 + diff --git a/data/oc1output/statlog-vehicle_23.txt b/data/oc1output/statlog-vehicle_23.txt new file mode 100644 index 0000000..33817b2 --- /dev/null +++ b/data/oc1output/statlog-vehicle_23.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 3 To 1 + 0 To 3 + 1 To 4 +Pruned decision tree written to csv/statlog-vehicle.csv.dt. +Unpruned decision tree written to csv/statlog-vehicle.csv.dt.unpruned. +fold 1: acc. = 73.96 #leaves = 12 max. depth = 6 +fold 2: acc. = 69.82 #leaves = 73 max. depth = 12 +fold 3: acc. = 72.19 #leaves = 69 max. depth = 13 +fold 4: acc. = 61.54 #leaves = 77 max. depth = 14 +fold 5: acc. = 69.41 #leaves = 72 max. depth = 11 +***1***0.7396450***0.8334630*** +***2***0.6982248***0.8684140*** +***3***0.7218935***0.9900460*** +***4***0.6153846***0.8782820*** +***5***0.6941177***0.8595980*** +accuracy = 69.39 #leaves = 60.60 max depth = 11.20 + diff --git a/data/oc1output/statlog-vehicle_31.txt b/data/oc1output/statlog-vehicle_31.txt new file mode 100644 index 0000000..907db02 --- /dev/null +++ b/data/oc1output/statlog-vehicle_31.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 3 To 1 + 0 To 3 + 1 To 4 +Pruned decision tree written to csv/statlog-vehicle.csv.dt. +Unpruned decision tree written to csv/statlog-vehicle.csv.dt.unpruned. +fold 1: acc. = 73.37 #leaves = 23 max. depth = 8 +fold 2: acc. = 66.27 #leaves = 73 max. depth = 11 +fold 3: acc. = 73.37 #leaves = 81 max. depth = 12 +fold 4: acc. = 66.86 #leaves = 69 max. depth = 11 +fold 5: acc. = 68.82 #leaves = 68 max. depth = 11 +***1***0.7337278***0.8897010*** +***2***0.6627219***0.8195750*** +***3***0.7337278***0.8919320*** +***4***0.6686391***0.8499360*** +***5***0.6882353***0.8533410*** +accuracy = 69.74 #leaves = 62.80 max depth = 10.60 + diff --git a/data/oc1output/statlog-vehicle_57.txt b/data/oc1output/statlog-vehicle_57.txt new file mode 100644 index 0000000..7ffca51 --- /dev/null +++ b/data/oc1output/statlog-vehicle_57.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 3 To 1 + 0 To 3 + 1 To 4 +Pruned decision tree written to csv/statlog-vehicle.csv.dt. +Unpruned decision tree written to csv/statlog-vehicle.csv.dt.unpruned. +fold 1: acc. = 72.19 #leaves = 15 max. depth = 6 +fold 2: acc. = 70.41 #leaves = 78 max. depth = 13 +fold 3: acc. = 65.09 #leaves = 79 max. depth = 12 +fold 4: acc. = 75.15 #leaves = 67 max. depth = 12 +fold 5: acc. = 74.12 #leaves = 71 max. depth = 14 +***1***0.7218935***0.8901680*** +***2***0.7041420***0.8403640*** +***3***0.6508876***0.9209530*** +***4***0.7514793***0.8055160*** +***5***0.7411764***0.8480580*** +accuracy = 71.39 #leaves = 62.00 max depth = 11.40 + diff --git a/data/oc1output/statlog-vehicle_7.txt b/data/oc1output/statlog-vehicle_7.txt new file mode 100644 index 0000000..6daae7f --- /dev/null +++ b/data/oc1output/statlog-vehicle_7.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 3 To 1 + 0 To 3 + 1 To 4 +Pruned decision tree written to csv/statlog-vehicle.csv.dt. +Unpruned decision tree written to csv/statlog-vehicle.csv.dt.unpruned. +fold 1: acc. = 75.74 #leaves = 21 max. depth = 8 +fold 2: acc. = 69.82 #leaves = 79 max. depth = 15 +fold 3: acc. = 72.19 #leaves = 71 max. depth = 13 +fold 4: acc. = 69.82 #leaves = 72 max. depth = 12 +fold 5: acc. = 76.47 #leaves = 82 max. depth = 12 +***1***0.7573965***0.8100030*** +***2***0.6982248***0.9204820*** +***3***0.7218935***0.8976570*** +***4***0.6982248***0.8490280*** +***5***0.7647059***0.9087910*** +accuracy = 72.81 #leaves = 65.00 max depth = 12.00 + diff --git a/data/oc1output/statlog-vehicle_79.txt b/data/oc1output/statlog-vehicle_79.txt new file mode 100644 index 0000000..5c89bb7 --- /dev/null +++ b/data/oc1output/statlog-vehicle_79.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 3 To 1 + 0 To 3 + 1 To 4 +Unpruned decision tree written to csv/statlog-vehicle.csv.dt. +fold 1: acc. = 71.01 #leaves = 77 max. depth = 12 +fold 2: acc. = 75.74 #leaves = 66 max. depth = 15 +fold 3: acc. = 73.37 #leaves = 72 max. depth = 11 +fold 4: acc. = 75.15 #leaves = 72 max. depth = 12 +fold 5: acc. = 74.12 #leaves = 68 max. depth = 12 +***1***0.7100592***0.6819730*** +***2***0.7573965***0.9121940*** +***3***0.7337278***0.8201180*** +***4***0.7514793***0.9793830*** +***5***0.7411764***0.8873910*** +accuracy = 73.88 #leaves = 71.00 max depth = 12.40 + diff --git a/data/oc1output/statlog-vehicle_83.txt b/data/oc1output/statlog-vehicle_83.txt new file mode 100644 index 0000000..7c484d0 --- /dev/null +++ b/data/oc1output/statlog-vehicle_83.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 3 To 1 + 0 To 3 + 1 To 4 +Pruned decision tree written to csv/statlog-vehicle.csv.dt. +Unpruned decision tree written to csv/statlog-vehicle.csv.dt.unpruned. +fold 1: acc. = 76.33 #leaves = 18 max. depth = 5 +fold 2: acc. = 72.78 #leaves = 77 max. depth = 13 +fold 3: acc. = 67.46 #leaves = 77 max. depth = 13 +fold 4: acc. = 66.27 #leaves = 71 max. depth = 12 +fold 5: acc. = 69.41 #leaves = 72 max. depth = 10 +***1***0.7633136***0.8370610*** +***2***0.7278107***0.8398100*** +***3***0.6745562***0.8903380*** +***4***0.6627219***0.8567790*** +***5***0.6941177***0.8033630*** +accuracy = 70.45 #leaves = 63.00 max depth = 10.60 + diff --git a/data/oc1output/statlog-vehicle_97.txt b/data/oc1output/statlog-vehicle_97.txt new file mode 100644 index 0000000..4a220ab --- /dev/null +++ b/data/oc1output/statlog-vehicle_97.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 3 To 1 + 0 To 3 + 1 To 4 +Pruned decision tree written to csv/statlog-vehicle.csv.dt. +Unpruned decision tree written to csv/statlog-vehicle.csv.dt.unpruned. +fold 1: acc. = 71.60 #leaves = 60 max. depth = 12 +fold 2: acc. = 67.46 #leaves = 80 max. depth = 13 +fold 3: acc. = 70.41 #leaves = 78 max. depth = 13 +fold 4: acc. = 73.37 #leaves = 67 max. depth = 11 +fold 5: acc. = 70.00 #leaves = 76 max. depth = 12 +***1***0.7159764***0.8531780*** +***2***0.6745562***0.8719350*** +***3***0.7041420***0.9045010*** +***4***0.7337278***0.7763240*** +***5***0.7000000***0.9357680*** +accuracy = 70.57 #leaves = 72.20 max depth = 12.20 + diff --git a/data/oc1output/synthetic-control.txt b/data/oc1output/synthetic-control.txt deleted file mode 100755 index a1b2a2f..0000000 --- a/data/oc1output/synthetic-control.txt +++ /dev/null @@ -1,20 +0,0 @@ -Remapping class numbers: - 0 To 1 - 1 To 2 - 2 To 3 - 3 To 4 - 4 To 5 - 5 To 6 -Pruned decision tree written to csv/synthetic-control.csv.dt. -Unpruned decision tree written to csv/synthetic-control.csv.dt.unpruned. -fold 1: acc. = 82.50 #leaves = 11 max. depth = 6 -fold 2: acc. = 85.83 #leaves = 21 max. depth = 7 -fold 3: acc. = 83.33 #leaves = 21 max. depth = 6 -fold 4: acc. = 82.50 #leaves = 24 max. depth = 6 -fold 5: acc. = 81.67 #leaves = 25 max. depth = 7 -***1***0.8250000***1.4433450*** -***2***0.8583333***1.3784070*** -***3***0.8333334***1.4501450*** -***4***0.8250000***1.4395630*** -***5***0.8166667***1.4033730*** -accuracy = 83.17 #leaves = 20.40 max depth = 6.40 diff --git a/data/oc1output/synthetic-control_1.txt b/data/oc1output/synthetic-control_1.txt new file mode 100644 index 0000000..c38144a --- /dev/null +++ b/data/oc1output/synthetic-control_1.txt @@ -0,0 +1,21 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 + 3 To 4 + 4 To 5 + 5 To 6 +Pruned decision tree written to csv/synthetic-control.csv.dt. +Unpruned decision tree written to csv/synthetic-control.csv.dt.unpruned. +fold 1: acc. = 83.33 #leaves = 11 max. depth = 5 +fold 2: acc. = 91.67 #leaves = 24 max. depth = 9 +fold 3: acc. = 84.17 #leaves = 22 max. depth = 6 +fold 4: acc. = 85.00 #leaves = 22 max. depth = 7 +fold 5: acc. = 93.33 #leaves = 20 max. depth = 7 +***1***0.8333334***1.5875900*** +***2***0.9166666***1.4887820*** +***3***0.8416666***1.5449180*** +***4***0.8500000***1.5015530*** +***5***0.9333333***1.5402990*** +accuracy = 87.50 #leaves = 19.80 max depth = 6.80 + diff --git a/data/oc1output/synthetic-control_17.txt b/data/oc1output/synthetic-control_17.txt new file mode 100644 index 0000000..6a94691 --- /dev/null +++ b/data/oc1output/synthetic-control_17.txt @@ -0,0 +1,21 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 + 3 To 4 + 4 To 5 + 5 To 6 +Pruned decision tree written to csv/synthetic-control.csv.dt. +Unpruned decision tree written to csv/synthetic-control.csv.dt.unpruned. +fold 1: acc. = 76.67 #leaves = 10 max. depth = 5 +fold 2: acc. = 88.33 #leaves = 22 max. depth = 6 +fold 3: acc. = 80.83 #leaves = 22 max. depth = 6 +fold 4: acc. = 82.50 #leaves = 19 max. depth = 7 +fold 5: acc. = 91.67 #leaves = 21 max. depth = 6 +***1***0.7666667***1.3688370*** +***2***0.8833334***1.4039510*** +***3***0.8083333***1.5357090*** +***4***0.8250000***1.3429950*** +***5***0.9166666***1.4693670*** +accuracy = 84.00 #leaves = 18.80 max depth = 6.00 + diff --git a/data/oc1output/synthetic-control_1714.txt b/data/oc1output/synthetic-control_1714.txt new file mode 100644 index 0000000..18517a1 --- /dev/null +++ b/data/oc1output/synthetic-control_1714.txt @@ -0,0 +1,21 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 + 3 To 4 + 4 To 5 + 5 To 6 +Pruned decision tree written to csv/synthetic-control.csv.dt. +Unpruned decision tree written to csv/synthetic-control.csv.dt.unpruned. +fold 1: acc. = 87.50 #leaves = 17 max. depth = 6 +fold 2: acc. = 80.00 #leaves = 26 max. depth = 8 +fold 3: acc. = 85.00 #leaves = 23 max. depth = 7 +fold 4: acc. = 85.00 #leaves = 22 max. depth = 7 +fold 5: acc. = 86.67 #leaves = 24 max. depth = 8 +***1***0.8750000***1.3577660*** +***2***0.8000000***1.3135420*** +***3***0.8500000***1.3319720*** +***4***0.8500000***1.3909030*** +***5***0.8666666***1.3851520*** +accuracy = 84.83 #leaves = 22.40 max depth = 7.20 + diff --git a/data/oc1output/synthetic-control_23.txt b/data/oc1output/synthetic-control_23.txt new file mode 100644 index 0000000..1d96d3a --- /dev/null +++ b/data/oc1output/synthetic-control_23.txt @@ -0,0 +1,21 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 + 3 To 4 + 4 To 5 + 5 To 6 +Pruned decision tree written to csv/synthetic-control.csv.dt. +Unpruned decision tree written to csv/synthetic-control.csv.dt.unpruned. +fold 1: acc. = 83.33 #leaves = 20 max. depth = 5 +fold 2: acc. = 92.50 #leaves = 24 max. depth = 6 +fold 3: acc. = 86.67 #leaves = 22 max. depth = 6 +fold 4: acc. = 85.00 #leaves = 25 max. depth = 8 +fold 5: acc. = 91.67 #leaves = 25 max. depth = 7 +***1***0.8333334***1.3137330*** +***2***0.9250000***1.3567090*** +***3***0.8666666***1.3577760*** +***4***0.8500000***1.4424720*** +***5***0.9166666***1.5064150*** +accuracy = 87.83 #leaves = 23.20 max depth = 6.40 + diff --git a/data/oc1output/synthetic-control_31.txt b/data/oc1output/synthetic-control_31.txt new file mode 100644 index 0000000..5a2393e --- /dev/null +++ b/data/oc1output/synthetic-control_31.txt @@ -0,0 +1,21 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 + 3 To 4 + 4 To 5 + 5 To 6 +Pruned decision tree written to csv/synthetic-control.csv.dt. +Unpruned decision tree written to csv/synthetic-control.csv.dt.unpruned. +fold 1: acc. = 87.50 #leaves = 18 max. depth = 6 +fold 2: acc. = 88.33 #leaves = 25 max. depth = 6 +fold 3: acc. = 85.00 #leaves = 23 max. depth = 8 +fold 4: acc. = 87.50 #leaves = 24 max. depth = 7 +fold 5: acc. = 84.17 #leaves = 22 max. depth = 7 +***1***0.8750000***1.3092110*** +***2***0.8833334***1.3843370*** +***3***0.8500000***1.2532510*** +***4***0.8750000***1.3918490*** +***5***0.8416666***1.2659620*** +accuracy = 86.50 #leaves = 22.40 max depth = 6.80 + diff --git a/data/oc1output/synthetic-control_57.txt b/data/oc1output/synthetic-control_57.txt new file mode 100644 index 0000000..92328f4 --- /dev/null +++ b/data/oc1output/synthetic-control_57.txt @@ -0,0 +1,21 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 + 3 To 4 + 4 To 5 + 5 To 6 +Pruned decision tree written to csv/synthetic-control.csv.dt. +Unpruned decision tree written to csv/synthetic-control.csv.dt.unpruned. +fold 1: acc. = 89.17 #leaves = 20 max. depth = 7 +fold 2: acc. = 86.67 #leaves = 21 max. depth = 7 +fold 3: acc. = 80.83 #leaves = 25 max. depth = 7 +fold 4: acc. = 87.50 #leaves = 21 max. depth = 7 +fold 5: acc. = 87.50 #leaves = 21 max. depth = 7 +***1***0.8916667***1.4412610*** +***2***0.8666666***1.4976980*** +***3***0.8083333***1.4078730*** +***4***0.8750000***1.4215740*** +***5***0.8750000***1.4686040*** +accuracy = 86.33 #leaves = 21.60 max depth = 7.00 + diff --git a/data/oc1output/synthetic-control_7.txt b/data/oc1output/synthetic-control_7.txt new file mode 100644 index 0000000..91d06ee --- /dev/null +++ b/data/oc1output/synthetic-control_7.txt @@ -0,0 +1,21 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 + 3 To 4 + 4 To 5 + 5 To 6 +Pruned decision tree written to csv/synthetic-control.csv.dt. +Unpruned decision tree written to csv/synthetic-control.csv.dt.unpruned. +fold 1: acc. = 82.50 #leaves = 11 max. depth = 5 +fold 2: acc. = 89.17 #leaves = 22 max. depth = 8 +fold 3: acc. = 89.17 #leaves = 22 max. depth = 6 +fold 4: acc. = 84.17 #leaves = 28 max. depth = 8 +fold 5: acc. = 90.83 #leaves = 26 max. depth = 8 +***1***0.8250000***1.4792350*** +***2***0.8916667***1.4454730*** +***3***0.8916667***1.5449530*** +***4***0.8416666***1.4567370*** +***5***0.9083334***1.4451890*** +accuracy = 87.17 #leaves = 21.80 max depth = 7.00 + diff --git a/data/oc1output/synthetic-control_79.txt b/data/oc1output/synthetic-control_79.txt new file mode 100644 index 0000000..5c99333 --- /dev/null +++ b/data/oc1output/synthetic-control_79.txt @@ -0,0 +1,21 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 + 3 To 4 + 4 To 5 + 5 To 6 +Pruned decision tree written to csv/synthetic-control.csv.dt. +Unpruned decision tree written to csv/synthetic-control.csv.dt.unpruned. +fold 1: acc. = 89.17 #leaves = 25 max. depth = 7 +fold 2: acc. = 84.17 #leaves = 23 max. depth = 7 +fold 3: acc. = 90.83 #leaves = 21 max. depth = 7 +fold 4: acc. = 86.67 #leaves = 23 max. depth = 6 +fold 5: acc. = 84.17 #leaves = 21 max. depth = 7 +***1***0.8916667***1.4156140*** +***2***0.8416666***1.4044290*** +***3***0.9083334***1.3662990*** +***4***0.8666666***1.3563680*** +***5***0.8416666***1.3950540*** +accuracy = 87.00 #leaves = 22.60 max depth = 6.80 + diff --git a/data/oc1output/synthetic-control_83.txt b/data/oc1output/synthetic-control_83.txt new file mode 100644 index 0000000..91dd975 --- /dev/null +++ b/data/oc1output/synthetic-control_83.txt @@ -0,0 +1,21 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 + 3 To 4 + 4 To 5 + 5 To 6 +Pruned decision tree written to csv/synthetic-control.csv.dt. +Unpruned decision tree written to csv/synthetic-control.csv.dt.unpruned. +fold 1: acc. = 89.17 #leaves = 15 max. depth = 5 +fold 2: acc. = 86.67 #leaves = 23 max. depth = 7 +fold 3: acc. = 85.83 #leaves = 24 max. depth = 7 +fold 4: acc. = 78.33 #leaves = 23 max. depth = 7 +fold 5: acc. = 88.33 #leaves = 25 max. depth = 8 +***1***0.8916667***1.5148400*** +***2***0.8666666***1.5083660*** +***3***0.8583333***1.3504220*** +***4***0.7833334***1.3823370*** +***5***0.8833334***1.3231850*** +accuracy = 85.67 #leaves = 22.00 max depth = 6.80 + diff --git a/data/oc1output/synthetic-control_97.txt b/data/oc1output/synthetic-control_97.txt new file mode 100644 index 0000000..8125fb2 --- /dev/null +++ b/data/oc1output/synthetic-control_97.txt @@ -0,0 +1,20 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 + 3 To 4 + 4 To 5 + 5 To 6 +Unpruned decision tree written to csv/synthetic-control.csv.dt. +fold 1: acc. = 90.00 #leaves = 25 max. depth = 7 +fold 2: acc. = 83.33 #leaves = 20 max. depth = 6 +fold 3: acc. = 83.33 #leaves = 19 max. depth = 5 +fold 4: acc. = 91.67 #leaves = 22 max. depth = 7 +fold 5: acc. = 83.33 #leaves = 22 max. depth = 7 +***1***0.9000000***1.4997180*** +***2***0.8333334***1.3648130*** +***3***0.8333334***1.2809310*** +***4***0.9166666***1.4710130*** +***5***0.8333334***1.3622530*** +accuracy = 86.33 #leaves = 21.60 max depth = 6.40 + diff --git a/data/oc1output/tic-tac-toe.txt b/data/oc1output/tic-tac-toe.txt deleted file mode 100755 index 3b7fad0..0000000 --- a/data/oc1output/tic-tac-toe.txt +++ /dev/null @@ -1,15 +0,0 @@ -Remapping class numbers: - 0 To 2 -Pruned decision tree written to csv/tic-tac-toe.csv.dt. -Unpruned decision tree written to csv/tic-tac-toe.csv.dt.unpruned. -fold 1: acc. = 91.62 #leaves = 11 max. depth = 5 -fold 2: acc. = 91.62 #leaves = 21 max. depth = 8 -fold 3: acc. = 89.01 #leaves = 28 max. depth = 11 -fold 4: acc. = 94.24 #leaves = 25 max. depth = 9 -fold 5: acc. = 94.33 #leaves = 21 max. depth = 8 -***1***0.9162304***0.2361990*** -***2***0.9162304***0.3789480*** -***3***0.8900523***0.4503080*** -***4***0.9424084***0.3189900*** -***5***0.9432989***0.3714380*** -accuracy = 92.17 #leaves = 21.20 max depth = 8.20 diff --git a/data/oc1output/tic-tac-toe_1.txt b/data/oc1output/tic-tac-toe_1.txt new file mode 100644 index 0000000..55c7461 --- /dev/null +++ b/data/oc1output/tic-tac-toe_1.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/tic-tac-toe.csv.dt. +Unpruned decision tree written to csv/tic-tac-toe.csv.dt.unpruned. +fold 1: acc. = 95.81 #leaves = 23 max. depth = 8 +fold 2: acc. = 94.24 #leaves = 19 max. depth = 9 +fold 3: acc. = 95.29 #leaves = 29 max. depth = 9 +fold 4: acc. = 95.29 #leaves = 21 max. depth = 7 +fold 5: acc. = 94.85 #leaves = 15 max. depth = 8 +***1***0.9581152***0.4269380*** +***2***0.9424084***0.3176050*** +***3***0.9528795***0.4095800*** +***4***0.9528795***0.3243860*** +***5***0.9484536***0.2951070*** +accuracy = 95.09 #leaves = 21.40 max depth = 8.20 + diff --git a/data/oc1output/tic-tac-toe_17.txt b/data/oc1output/tic-tac-toe_17.txt new file mode 100644 index 0000000..e9bccc7 --- /dev/null +++ b/data/oc1output/tic-tac-toe_17.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/tic-tac-toe.csv.dt. +Unpruned decision tree written to csv/tic-tac-toe.csv.dt.unpruned. +fold 1: acc. = 96.86 #leaves = 10 max. depth = 4 +fold 2: acc. = 92.15 #leaves = 33 max. depth = 8 +fold 3: acc. = 94.24 #leaves = 18 max. depth = 8 +fold 4: acc. = 90.05 #leaves = 29 max. depth = 9 +fold 5: acc. = 91.24 #leaves = 30 max. depth = 8 +***1***0.9685863***0.4246160*** +***2***0.9214660***0.4390310*** +***3***0.9424084***0.3739790*** +***4***0.9005235***0.4511430*** +***5***0.9123712***0.3538230*** +accuracy = 92.90 #leaves = 24.00 max depth = 7.40 + diff --git a/data/oc1output/tic-tac-toe_1714.txt b/data/oc1output/tic-tac-toe_1714.txt new file mode 100644 index 0000000..4b1ff7b --- /dev/null +++ b/data/oc1output/tic-tac-toe_1714.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/tic-tac-toe.csv.dt. +Unpruned decision tree written to csv/tic-tac-toe.csv.dt.unpruned. +fold 1: acc. = 86.91 #leaves = 14 max. depth = 6 +fold 2: acc. = 89.53 #leaves = 32 max. depth = 9 +fold 3: acc. = 93.72 #leaves = 26 max. depth = 11 +fold 4: acc. = 84.82 #leaves = 28 max. depth = 8 +fold 5: acc. = 89.18 #leaves = 29 max. depth = 13 +***1***0.8691099***0.3134740*** +***2***0.8952879***0.3248860*** +***3***0.9371728***0.5054900*** +***4***0.8481676***0.4043130*** +***5***0.8917525***0.4593180*** +accuracy = 88.83 #leaves = 25.80 max depth = 9.40 + diff --git a/data/oc1output/tic-tac-toe_23.txt b/data/oc1output/tic-tac-toe_23.txt new file mode 100644 index 0000000..c328474 --- /dev/null +++ b/data/oc1output/tic-tac-toe_23.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/tic-tac-toe.csv.dt. +Unpruned decision tree written to csv/tic-tac-toe.csv.dt.unpruned. +fold 1: acc. = 90.58 #leaves = 9 max. depth = 4 +fold 2: acc. = 88.48 #leaves = 30 max. depth = 8 +fold 3: acc. = 95.81 #leaves = 17 max. depth = 7 +fold 4: acc. = 94.76 #leaves = 15 max. depth = 7 +fold 5: acc. = 93.30 #leaves = 26 max. depth = 11 +***1***0.9057591***0.4037160*** +***2***0.8848168***0.3805500*** +***3***0.9581152***0.3670500*** +***4***0.9476440***0.3686920*** +***5***0.9329897***0.4321350*** +accuracy = 92.59 #leaves = 19.40 max depth = 7.40 + diff --git a/data/oc1output/tic-tac-toe_31.txt b/data/oc1output/tic-tac-toe_31.txt new file mode 100644 index 0000000..9635691 --- /dev/null +++ b/data/oc1output/tic-tac-toe_31.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/tic-tac-toe.csv.dt. +Unpruned decision tree written to csv/tic-tac-toe.csv.dt.unpruned. +fold 1: acc. = 96.86 #leaves = 9 max. depth = 4 +fold 2: acc. = 96.34 #leaves = 17 max. depth = 8 +fold 3: acc. = 85.86 #leaves = 21 max. depth = 9 +fold 4: acc. = 86.91 #leaves = 28 max. depth = 8 +fold 5: acc. = 94.33 #leaves = 23 max. depth = 8 +***1***0.9685863***0.3466100*** +***2***0.9633508***0.3943740*** +***3***0.8586388***0.2730390*** +***4***0.8691099***0.2931210*** +***5***0.9432989***0.4317490*** +accuracy = 92.07 #leaves = 19.60 max depth = 7.40 + diff --git a/data/oc1output/tic-tac-toe_57.txt b/data/oc1output/tic-tac-toe_57.txt new file mode 100644 index 0000000..4efc474 --- /dev/null +++ b/data/oc1output/tic-tac-toe_57.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/tic-tac-toe.csv.dt. +Unpruned decision tree written to csv/tic-tac-toe.csv.dt.unpruned. +fold 1: acc. = 90.58 #leaves = 17 max. depth = 6 +fold 2: acc. = 90.05 #leaves = 31 max. depth = 8 +fold 3: acc. = 96.86 #leaves = 23 max. depth = 10 +fold 4: acc. = 83.77 #leaves = 32 max. depth = 9 +fold 5: acc. = 86.60 #leaves = 26 max. depth = 6 +***1***0.9057591***0.3291490*** +***2***0.9005235***0.3976330*** +***3***0.9685863***0.4723470*** +***4***0.8376963***0.3514100*** +***5***0.8659794***0.3149900*** +accuracy = 89.56 #leaves = 25.80 max depth = 7.80 + diff --git a/data/oc1output/tic-tac-toe_7.txt b/data/oc1output/tic-tac-toe_7.txt new file mode 100644 index 0000000..4d4421b --- /dev/null +++ b/data/oc1output/tic-tac-toe_7.txt @@ -0,0 +1,15 @@ +Remapping class numbers: + 0 To 2 +Unpruned decision tree written to csv/tic-tac-toe.csv.dt. +fold 1: acc. = 85.86 #leaves = 40 max. depth = 12 +fold 2: acc. = 93.72 #leaves = 23 max. depth = 8 +fold 3: acc. = 88.48 #leaves = 28 max. depth = 9 +fold 4: acc. = 96.34 #leaves = 23 max. depth = 9 +fold 5: acc. = 90.72 #leaves = 23 max. depth = 8 +***1***0.8586388***0.5938630*** +***2***0.9371728***0.3368140*** +***3***0.8848168***0.3955490*** +***4***0.9633508***0.4467330*** +***5***0.9072165***0.2492180*** +accuracy = 91.02 #leaves = 27.40 max depth = 9.20 + diff --git a/data/oc1output/tic-tac-toe_79.txt b/data/oc1output/tic-tac-toe_79.txt new file mode 100644 index 0000000..a834da5 --- /dev/null +++ b/data/oc1output/tic-tac-toe_79.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/tic-tac-toe.csv.dt. +Unpruned decision tree written to csv/tic-tac-toe.csv.dt.unpruned. +fold 1: acc. = 87.96 #leaves = 12 max. depth = 6 +fold 2: acc. = 92.67 #leaves = 28 max. depth = 9 +fold 3: acc. = 95.81 #leaves = 16 max. depth = 7 +fold 4: acc. = 97.38 #leaves = 17 max. depth = 7 +fold 5: acc. = 94.33 #leaves = 24 max. depth = 8 +***1***0.8795812***0.4131170*** +***2***0.9267016***0.4349360*** +***3***0.9581152***0.3485590*** +***4***0.9738220***0.3488310*** +***5***0.9432989***0.3685930*** +accuracy = 93.63 #leaves = 19.40 max depth = 7.40 + diff --git a/data/oc1output/tic-tac-toe_83.txt b/data/oc1output/tic-tac-toe_83.txt new file mode 100644 index 0000000..a1c7a3b --- /dev/null +++ b/data/oc1output/tic-tac-toe_83.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/tic-tac-toe.csv.dt. +Unpruned decision tree written to csv/tic-tac-toe.csv.dt.unpruned. +fold 1: acc. = 88.48 #leaves = 20 max. depth = 6 +fold 2: acc. = 91.62 #leaves = 37 max. depth = 9 +fold 3: acc. = 91.62 #leaves = 26 max. depth = 8 +fold 4: acc. = 97.91 #leaves = 12 max. depth = 7 +fold 5: acc. = 92.78 #leaves = 31 max. depth = 10 +***1***0.8848168***0.4140140*** +***2***0.9162304***0.4677190*** +***3***0.9162304***0.4391380*** +***4***0.9790576***0.3592340*** +***5***0.9278351***0.3672270*** +accuracy = 92.48 #leaves = 25.20 max depth = 8.00 + diff --git a/data/oc1output/tic-tac-toe_97.txt b/data/oc1output/tic-tac-toe_97.txt new file mode 100644 index 0000000..927fc61 --- /dev/null +++ b/data/oc1output/tic-tac-toe_97.txt @@ -0,0 +1,16 @@ +Remapping class numbers: + 0 To 2 +Pruned decision tree written to csv/tic-tac-toe.csv.dt. +Unpruned decision tree written to csv/tic-tac-toe.csv.dt.unpruned. +fold 1: acc. = 89.01 #leaves = 23 max. depth = 8 +fold 2: acc. = 92.67 #leaves = 20 max. depth = 8 +fold 3: acc. = 91.62 #leaves = 23 max. depth = 7 +fold 4: acc. = 91.62 #leaves = 25 max. depth = 9 +fold 5: acc. = 86.60 #leaves = 31 max. depth = 10 +***1***0.8900523***0.5320920*** +***2***0.9267016***0.2550330*** +***3***0.9162304***0.3296450*** +***4***0.9162304***0.4183120*** +***5***0.8659794***0.3314640*** +accuracy = 90.29 #leaves = 24.40 max depth = 8.40 + diff --git a/data/oc1output/vertebral-column-2clases.txt b/data/oc1output/vertebral-column-2clases.txt deleted file mode 100755 index 952b644..0000000 --- a/data/oc1output/vertebral-column-2clases.txt +++ /dev/null @@ -1,16 +0,0 @@ -Remapping class numbers: - 0 To 1 - 1 To 2 -Pruned decision tree written to csv/vertebral-column-2clases.csv.dt. -Unpruned decision tree written to csv/vertebral-column-2clases.csv.dt.unpruned. -fold 1: acc. = 87.10 #leaves = 5 max. depth = 4 -fold 2: acc. = 72.58 #leaves = 19 max. depth = 7 -fold 3: acc. = 79.03 #leaves = 21 max. depth = 8 -fold 4: acc. = 80.65 #leaves = 18 max. depth = 7 -fold 5: acc. = 82.26 #leaves = 19 max. depth = 7 -***1***0.8709677***0.0747540*** -***2***0.7258064***0.0827210*** -***3***0.7903225***0.0783000*** -***4***0.8064516***0.0745290*** -***5***0.8225806***0.0746480*** -accuracy = 80.32 #leaves = 16.40 max depth = 6.60 diff --git a/data/oc1output/vertebral-column-2clases_1.txt b/data/oc1output/vertebral-column-2clases_1.txt new file mode 100644 index 0000000..1444a62 --- /dev/null +++ b/data/oc1output/vertebral-column-2clases_1.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/vertebral-column-2clases.csv.dt. +Unpruned decision tree written to csv/vertebral-column-2clases.csv.dt.unpruned. +fold 1: acc. = 88.71 #leaves = 2 max. depth = 1 +fold 2: acc. = 88.71 #leaves = 20 max. depth = 8 +fold 3: acc. = 83.87 #leaves = 16 max. depth = 8 +fold 4: acc. = 80.65 #leaves = 19 max. depth = 7 +fold 5: acc. = 82.26 #leaves = 18 max. depth = 6 +***1***0.8870968***0.0930700*** +***2***0.8870968***0.0802770*** +***3***0.8387097***0.0605430*** +***4***0.8064516***0.0946610*** +***5***0.8225806***0.0692850*** +accuracy = 84.84 #leaves = 15.00 max depth = 6.00 + diff --git a/data/oc1output/vertebral-column-2clases_17.txt b/data/oc1output/vertebral-column-2clases_17.txt new file mode 100644 index 0000000..7658309 --- /dev/null +++ b/data/oc1output/vertebral-column-2clases_17.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/vertebral-column-2clases.csv.dt. +Unpruned decision tree written to csv/vertebral-column-2clases.csv.dt.unpruned. +fold 1: acc. = 80.65 #leaves = 3 max. depth = 2 +fold 2: acc. = 80.65 #leaves = 25 max. depth = 8 +fold 3: acc. = 77.42 #leaves = 19 max. depth = 8 +fold 4: acc. = 80.65 #leaves = 21 max. depth = 9 +fold 5: acc. = 83.87 #leaves = 23 max. depth = 7 +***1***0.8064516***0.0716290*** +***2***0.8064516***0.0844040*** +***3***0.7741936***0.0660550*** +***4***0.8064516***0.0691820*** +***5***0.8387097***0.0699230*** +accuracy = 80.65 #leaves = 18.20 max depth = 6.80 + diff --git a/data/oc1output/vertebral-column-2clases_1714.txt b/data/oc1output/vertebral-column-2clases_1714.txt new file mode 100644 index 0000000..41c8f97 --- /dev/null +++ b/data/oc1output/vertebral-column-2clases_1714.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/vertebral-column-2clases.csv.dt. +Unpruned decision tree written to csv/vertebral-column-2clases.csv.dt.unpruned. +fold 1: acc. = 80.65 #leaves = 2 max. depth = 1 +fold 2: acc. = 82.26 #leaves = 14 max. depth = 6 +fold 3: acc. = 83.87 #leaves = 22 max. depth = 8 +fold 4: acc. = 82.26 #leaves = 19 max. depth = 8 +fold 5: acc. = 77.42 #leaves = 20 max. depth = 10 +***1***0.8064516***0.0915490*** +***2***0.8225806***0.0671050*** +***3***0.8387097***0.0734450*** +***4***0.8225806***0.0635350*** +***5***0.7741936***0.0674860*** +accuracy = 81.29 #leaves = 15.40 max depth = 6.60 + diff --git a/data/oc1output/vertebral-column-2clases_23.txt b/data/oc1output/vertebral-column-2clases_23.txt new file mode 100644 index 0000000..79db7ad --- /dev/null +++ b/data/oc1output/vertebral-column-2clases_23.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/vertebral-column-2clases.csv.dt. +Unpruned decision tree written to csv/vertebral-column-2clases.csv.dt.unpruned. +fold 1: acc. = 82.26 #leaves = 2 max. depth = 1 +fold 2: acc. = 79.03 #leaves = 20 max. depth = 7 +fold 3: acc. = 91.94 #leaves = 20 max. depth = 6 +fold 4: acc. = 83.87 #leaves = 18 max. depth = 6 +fold 5: acc. = 80.65 #leaves = 19 max. depth = 7 +***1***0.8225806***0.0757880*** +***2***0.7903225***0.0702130*** +***3***0.9193549***0.0726350*** +***4***0.8387097***0.0652360*** +***5***0.8064516***0.0670590*** +accuracy = 83.55 #leaves = 15.80 max depth = 5.40 + diff --git a/data/oc1output/vertebral-column-2clases_31.txt b/data/oc1output/vertebral-column-2clases_31.txt new file mode 100644 index 0000000..5dd2bb1 --- /dev/null +++ b/data/oc1output/vertebral-column-2clases_31.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/vertebral-column-2clases.csv.dt. +Unpruned decision tree written to csv/vertebral-column-2clases.csv.dt.unpruned. +fold 1: acc. = 83.87 #leaves = 3 max. depth = 2 +fold 2: acc. = 80.65 #leaves = 21 max. depth = 6 +fold 3: acc. = 79.03 #leaves = 21 max. depth = 7 +fold 4: acc. = 85.48 #leaves = 18 max. depth = 6 +fold 5: acc. = 85.48 #leaves = 20 max. depth = 7 +***1***0.8387097***0.0802400*** +***2***0.8064516***0.0770070*** +***3***0.7903225***0.0760200*** +***4***0.8548387***0.0769170*** +***5***0.8548387***0.0912470*** +accuracy = 82.90 #leaves = 16.60 max depth = 5.60 + diff --git a/data/oc1output/vertebral-column-2clases_57.txt b/data/oc1output/vertebral-column-2clases_57.txt new file mode 100644 index 0000000..353b7fa --- /dev/null +++ b/data/oc1output/vertebral-column-2clases_57.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/vertebral-column-2clases.csv.dt. +Unpruned decision tree written to csv/vertebral-column-2clases.csv.dt.unpruned. +fold 1: acc. = 88.71 #leaves = 3 max. depth = 2 +fold 2: acc. = 74.19 #leaves = 20 max. depth = 6 +fold 3: acc. = 70.97 #leaves = 21 max. depth = 7 +fold 4: acc. = 77.42 #leaves = 21 max. depth = 7 +fold 5: acc. = 80.65 #leaves = 21 max. depth = 8 +***1***0.8870968***0.0835690*** +***2***0.7419355***0.0758640*** +***3***0.7096775***0.0751230*** +***4***0.7741936***0.0794410*** +***5***0.8064516***0.0709030*** +accuracy = 78.39 #leaves = 17.20 max depth = 6.00 + diff --git a/data/oc1output/vertebral-column-2clases_7.txt b/data/oc1output/vertebral-column-2clases_7.txt new file mode 100644 index 0000000..c50e536 --- /dev/null +++ b/data/oc1output/vertebral-column-2clases_7.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/vertebral-column-2clases.csv.dt. +Unpruned decision tree written to csv/vertebral-column-2clases.csv.dt.unpruned. +fold 1: acc. = 82.26 #leaves = 12 max. depth = 5 +fold 2: acc. = 82.26 #leaves = 21 max. depth = 8 +fold 3: acc. = 85.48 #leaves = 21 max. depth = 7 +fold 4: acc. = 79.03 #leaves = 17 max. depth = 6 +fold 5: acc. = 77.42 #leaves = 16 max. depth = 7 +***1***0.8225806***0.0751840*** +***2***0.8225806***0.0813460*** +***3***0.8548387***0.0824730*** +***4***0.7903225***0.0746440*** +***5***0.7741936***0.0779610*** +accuracy = 81.29 #leaves = 17.40 max depth = 6.60 + diff --git a/data/oc1output/vertebral-column-2clases_79.txt b/data/oc1output/vertebral-column-2clases_79.txt new file mode 100644 index 0000000..f574b3a --- /dev/null +++ b/data/oc1output/vertebral-column-2clases_79.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/vertebral-column-2clases.csv.dt. +Unpruned decision tree written to csv/vertebral-column-2clases.csv.dt.unpruned. +fold 1: acc. = 77.42 #leaves = 2 max. depth = 1 +fold 2: acc. = 70.97 #leaves = 19 max. depth = 8 +fold 3: acc. = 85.48 #leaves = 20 max. depth = 6 +fold 4: acc. = 85.48 #leaves = 17 max. depth = 7 +fold 5: acc. = 83.87 #leaves = 20 max. depth = 7 +***1***0.7741936***0.0849240*** +***2***0.7096775***0.0862890*** +***3***0.8548387***0.0697290*** +***4***0.8548387***0.0744070*** +***5***0.8387097***0.0763150*** +accuracy = 80.65 #leaves = 15.60 max depth = 5.80 + diff --git a/data/oc1output/vertebral-column-2clases_83.txt b/data/oc1output/vertebral-column-2clases_83.txt new file mode 100644 index 0000000..a8bc42a --- /dev/null +++ b/data/oc1output/vertebral-column-2clases_83.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/vertebral-column-2clases.csv.dt. +Unpruned decision tree written to csv/vertebral-column-2clases.csv.dt.unpruned. +fold 1: acc. = 74.19 #leaves = 3 max. depth = 2 +fold 2: acc. = 83.87 #leaves = 21 max. depth = 10 +fold 3: acc. = 87.10 #leaves = 16 max. depth = 7 +fold 4: acc. = 77.42 #leaves = 19 max. depth = 8 +fold 5: acc. = 77.42 #leaves = 18 max. depth = 6 +***1***0.7419355***0.0762360*** +***2***0.8387097***0.0888600*** +***3***0.8709677***0.0663810*** +***4***0.7741936***0.0753840*** +***5***0.7741936***0.0721700*** +accuracy = 80.00 #leaves = 15.40 max depth = 6.60 + diff --git a/data/oc1output/vertebral-column-2clases_97.txt b/data/oc1output/vertebral-column-2clases_97.txt new file mode 100644 index 0000000..05779e8 --- /dev/null +++ b/data/oc1output/vertebral-column-2clases_97.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 +Pruned decision tree written to csv/vertebral-column-2clases.csv.dt. +Unpruned decision tree written to csv/vertebral-column-2clases.csv.dt.unpruned. +fold 1: acc. = 83.87 #leaves = 6 max. depth = 4 +fold 2: acc. = 69.35 #leaves = 17 max. depth = 7 +fold 3: acc. = 87.10 #leaves = 20 max. depth = 7 +fold 4: acc. = 85.48 #leaves = 22 max. depth = 7 +fold 5: acc. = 82.26 #leaves = 21 max. depth = 7 +***1***0.8387097***0.0821030*** +***2***0.6935484***0.0630970*** +***3***0.8709677***0.0652720*** +***4***0.8548387***0.0750860*** +***5***0.8225806***0.0644730*** +accuracy = 81.61 #leaves = 17.20 max depth = 6.40 + diff --git a/data/oc1output/wine.txt b/data/oc1output/wine.txt deleted file mode 100755 index cf2e800..0000000 --- a/data/oc1output/wine.txt +++ /dev/null @@ -1,17 +0,0 @@ -Remapping class numbers: - 0 To 1 - 1 To 2 - 2 To 3 -Pruned decision tree written to csv/wine.csv.dt. -Unpruned decision tree written to csv/wine.csv.dt.unpruned. -fold 1: acc. = 85.71 #leaves = 3 max. depth = 2 -fold 2: acc. = 94.29 #leaves = 4 max. depth = 3 -fold 3: acc. = 97.14 #leaves = 4 max. depth = 3 -fold 4: acc. = 94.29 #leaves = 4 max. depth = 3 -fold 5: acc. = 92.11 #leaves = 4 max. depth = 3 -***1***0.8571429***0.0332730*** -***2***0.9428571***0.0358290*** -***3***0.9714286***0.0321230*** -***4***0.9428571***0.0332170*** -***5***0.9210526***0.0331370*** -accuracy = 92.70 #leaves = 3.80 max depth = 2.80 diff --git a/data/oc1output/wine_1.txt b/data/oc1output/wine_1.txt new file mode 100644 index 0000000..45247d6 --- /dev/null +++ b/data/oc1output/wine_1.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Unpruned decision tree written to csv/wine.csv.dt. +fold 1: acc. = 91.43 #leaves = 4 max. depth = 3 +fold 2: acc. = 94.29 #leaves = 4 max. depth = 3 +fold 3: acc. = 80.00 #leaves = 7 max. depth = 4 +fold 4: acc. = 91.43 #leaves = 6 max. depth = 4 +fold 5: acc. = 94.74 #leaves = 6 max. depth = 3 +***1***0.9142857***0.0337670*** +***2***0.9428571***0.0377850*** +***3***0.8000000***0.0405150*** +***4***0.9142857***0.0391030*** +***5***0.9473684***0.0360980*** +accuracy = 90.45 #leaves = 5.40 max depth = 3.40 + diff --git a/data/oc1output/wine_17.txt b/data/oc1output/wine_17.txt new file mode 100644 index 0000000..b8f3958 --- /dev/null +++ b/data/oc1output/wine_17.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/wine.csv.dt. +Unpruned decision tree written to csv/wine.csv.dt.unpruned. +fold 1: acc. = 94.29 #leaves = 3 max. depth = 2 +fold 2: acc. = 91.43 #leaves = 4 max. depth = 3 +fold 3: acc. = 91.43 #leaves = 5 max. depth = 3 +fold 4: acc. = 82.86 #leaves = 6 max. depth = 3 +fold 5: acc. = 100.00 #leaves = 4 max. depth = 3 +***1***0.9428571***0.0358000*** +***2***0.9142857***0.0391860*** +***3***0.9142857***0.0363400*** +***4***0.8285714***0.0417340*** +***5***1.0000000***0.0339920*** +accuracy = 92.13 #leaves = 4.40 max depth = 2.80 + diff --git a/data/oc1output/wine_1714.txt b/data/oc1output/wine_1714.txt new file mode 100644 index 0000000..654607e --- /dev/null +++ b/data/oc1output/wine_1714.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Unpruned decision tree written to csv/wine.csv.dt. +fold 1: acc. = 88.57 #leaves = 3 max. depth = 2 +fold 2: acc. = 91.43 #leaves = 4 max. depth = 3 +fold 3: acc. = 100.00 #leaves = 4 max. depth = 3 +fold 4: acc. = 91.43 #leaves = 6 max. depth = 3 +fold 5: acc. = 86.84 #leaves = 6 max. depth = 3 +***1***0.8857143***0.0239230*** +***2***0.9142857***0.0372710*** +***3***1.0000000***0.0311730*** +***4***0.9142857***0.0398630*** +***5***0.8684210***0.0396800*** +accuracy = 91.57 #leaves = 4.60 max depth = 2.80 + diff --git a/data/oc1output/wine_23.txt b/data/oc1output/wine_23.txt new file mode 100644 index 0000000..e957ea9 --- /dev/null +++ b/data/oc1output/wine_23.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/wine.csv.dt. +Unpruned decision tree written to csv/wine.csv.dt.unpruned. +fold 1: acc. = 94.29 #leaves = 3 max. depth = 2 +fold 2: acc. = 88.57 #leaves = 4 max. depth = 3 +fold 3: acc. = 94.29 #leaves = 5 max. depth = 4 +fold 4: acc. = 85.71 #leaves = 4 max. depth = 3 +fold 5: acc. = 89.47 #leaves = 5 max. depth = 4 +***1***0.9428571***0.0340520*** +***2***0.8857143***0.0318970*** +***3***0.9428571***0.0403710*** +***4***0.8571429***0.0320880*** +***5***0.8947369***0.0364360*** +accuracy = 90.45 #leaves = 4.20 max depth = 3.20 + diff --git a/data/oc1output/wine_31.txt b/data/oc1output/wine_31.txt new file mode 100644 index 0000000..eb559aa --- /dev/null +++ b/data/oc1output/wine_31.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/wine.csv.dt. +Unpruned decision tree written to csv/wine.csv.dt.unpruned. +fold 1: acc. = 91.43 #leaves = 3 max. depth = 2 +fold 2: acc. = 100.00 #leaves = 4 max. depth = 3 +fold 3: acc. = 94.29 #leaves = 6 max. depth = 3 +fold 4: acc. = 88.57 #leaves = 6 max. depth = 3 +fold 5: acc. = 94.74 #leaves = 4 max. depth = 3 +***1***0.9142857***0.0322290*** +***2***1.0000000***0.0359470*** +***3***0.9428571***0.0398220*** +***4***0.8857143***0.0375700*** +***5***0.9473684***0.0339810*** +accuracy = 93.82 #leaves = 4.60 max depth = 2.80 + diff --git a/data/oc1output/wine_57.txt b/data/oc1output/wine_57.txt new file mode 100644 index 0000000..88e63b6 --- /dev/null +++ b/data/oc1output/wine_57.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/wine.csv.dt. +Unpruned decision tree written to csv/wine.csv.dt.unpruned. +fold 1: acc. = 97.14 #leaves = 3 max. depth = 2 +fold 2: acc. = 91.43 #leaves = 5 max. depth = 3 +fold 3: acc. = 97.14 #leaves = 4 max. depth = 3 +fold 4: acc. = 88.57 #leaves = 7 max. depth = 4 +fold 5: acc. = 86.84 #leaves = 6 max. depth = 3 +***1***0.9714286***0.0360490*** +***2***0.9142857***0.0266360*** +***3***0.9714286***0.0370500*** +***4***0.8857143***0.0449540*** +***5***0.8684210***0.0351310*** +accuracy = 92.13 #leaves = 5.00 max depth = 3.00 + diff --git a/data/oc1output/wine_7.txt b/data/oc1output/wine_7.txt new file mode 100644 index 0000000..86b485d --- /dev/null +++ b/data/oc1output/wine_7.txt @@ -0,0 +1,17 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Unpruned decision tree written to csv/wine.csv.dt. +fold 1: acc. = 97.14 #leaves = 4 max. depth = 3 +fold 2: acc. = 82.86 #leaves = 3 max. depth = 2 +fold 3: acc. = 88.57 #leaves = 6 max. depth = 3 +fold 4: acc. = 97.14 #leaves = 6 max. depth = 3 +fold 5: acc. = 92.11 #leaves = 5 max. depth = 4 +***1***0.9714286***0.0351610*** +***2***0.8285714***0.0200520*** +***3***0.8857143***0.0380770*** +***4***0.9714286***0.0357010*** +***5***0.9210526***0.0489750*** +accuracy = 91.57 #leaves = 4.80 max depth = 3.00 + diff --git a/data/oc1output/wine_79.txt b/data/oc1output/wine_79.txt new file mode 100644 index 0000000..e6de814 --- /dev/null +++ b/data/oc1output/wine_79.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/wine.csv.dt. +Unpruned decision tree written to csv/wine.csv.dt.unpruned. +fold 1: acc. = 94.29 #leaves = 3 max. depth = 2 +fold 2: acc. = 100.00 #leaves = 4 max. depth = 3 +fold 3: acc. = 91.43 #leaves = 4 max. depth = 3 +fold 4: acc. = 91.43 #leaves = 6 max. depth = 3 +fold 5: acc. = 94.74 #leaves = 5 max. depth = 3 +***1***0.9428571***0.0362470*** +***2***1.0000000***0.0370010*** +***3***0.9142857***0.0371650*** +***4***0.9142857***0.0394260*** +***5***0.9473684***0.0366890*** +accuracy = 94.38 #leaves = 4.40 max depth = 2.80 + diff --git a/data/oc1output/wine_83.txt b/data/oc1output/wine_83.txt new file mode 100644 index 0000000..e1176a1 --- /dev/null +++ b/data/oc1output/wine_83.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/wine.csv.dt. +Unpruned decision tree written to csv/wine.csv.dt.unpruned. +fold 1: acc. = 85.71 #leaves = 4 max. depth = 2 +fold 2: acc. = 88.57 #leaves = 6 max. depth = 4 +fold 3: acc. = 91.43 #leaves = 4 max. depth = 3 +fold 4: acc. = 88.57 #leaves = 6 max. depth = 3 +fold 5: acc. = 94.74 #leaves = 5 max. depth = 3 +***1***0.8571429***0.0566350*** +***2***0.8857143***0.0430910*** +***3***0.9142857***0.0376860*** +***4***0.8857143***0.0418970*** +***5***0.9473684***0.0322240*** +accuracy = 89.89 #leaves = 5.00 max depth = 3.00 + diff --git a/data/oc1output/wine_97.txt b/data/oc1output/wine_97.txt new file mode 100644 index 0000000..fd079a3 --- /dev/null +++ b/data/oc1output/wine_97.txt @@ -0,0 +1,18 @@ +Remapping class numbers: + 0 To 1 + 1 To 2 + 2 To 3 +Pruned decision tree written to csv/wine.csv.dt. +Unpruned decision tree written to csv/wine.csv.dt.unpruned. +fold 1: acc. = 82.86 #leaves = 3 max. depth = 2 +fold 2: acc. = 88.57 #leaves = 5 max. depth = 3 +fold 3: acc. = 94.29 #leaves = 6 max. depth = 4 +fold 4: acc. = 94.29 #leaves = 6 max. depth = 3 +fold 5: acc. = 89.47 #leaves = 6 max. depth = 3 +***1***0.8285714***0.0379770*** +***2***0.8857143***0.0310900*** +***3***0.9428571***0.0421610*** +***4***0.9428571***0.0401330*** +***5***0.8947369***0.0359080*** +accuracy = 89.89 #leaves = 5.20 max depth = 3.00 + diff --git a/data/oc1output/zoo.txt b/data/oc1output/zoo.txt deleted file mode 100755 index 9c0febc..0000000 --- a/data/oc1output/zoo.txt +++ /dev/null @@ -1,20 +0,0 @@ -Remapping class numbers: - 0 To 1 - 3 To 2 - 1 To 3 - 6 To 4 - 4 To 6 - 2 To 7 -Pruned decision tree written to csv/zoo.csv.dt. -Unpruned decision tree written to csv/zoo.csv.dt.unpruned. -fold 1: acc. = 85.00 #leaves = 5 max. depth = 4 -fold 2: acc. = 80.00 #leaves = 9 max. depth = 6 -fold 3: acc. = 85.00 #leaves = 7 max. depth = 4 -fold 4: acc. = 90.00 #leaves = 10 max. depth = 7 -fold 5: acc. = 85.71 #leaves = 10 max. depth = 7 -***1***0.8500000***0.0168920*** -***2***0.8000000***0.0124890*** -***3***0.8500000***0.0159790*** -***4***0.9000000***0.0139940*** -***5***0.8571429***0.0139290*** -accuracy = 85.15 #leaves = 8.20 max depth = 5.60 diff --git a/data/oc1output/zoo_1.txt b/data/oc1output/zoo_1.txt new file mode 100644 index 0000000..4a9e351 --- /dev/null +++ b/data/oc1output/zoo_1.txt @@ -0,0 +1,20 @@ +Remapping class numbers: + 0 To 1 + 3 To 2 + 1 To 3 + 6 To 4 + 4 To 6 + 2 To 7 +Unpruned decision tree written to csv/zoo.csv.dt. +fold 1: acc. = 95.00 #leaves = 7 max. depth = 3 +fold 2: acc. = 100.00 #leaves = 9 max. depth = 6 +fold 3: acc. = 90.00 #leaves = 7 max. depth = 3 +fold 4: acc. = 90.00 #leaves = 7 max. depth = 3 +fold 5: acc. = 80.95 #leaves = 7 max. depth = 4 +***1***0.9500000***0.0170670*** +***2***1.0000000***0.0151270*** +***3***0.9000000***0.0166470*** +***4***0.9000000***0.0151380*** +***5***0.8095238***0.0126950*** +accuracy = 91.09 #leaves = 7.40 max depth = 3.80 + diff --git a/data/oc1output/zoo_17.txt b/data/oc1output/zoo_17.txt new file mode 100644 index 0000000..d2e8f31 --- /dev/null +++ b/data/oc1output/zoo_17.txt @@ -0,0 +1,21 @@ +Remapping class numbers: + 0 To 1 + 3 To 2 + 1 To 3 + 6 To 4 + 4 To 6 + 2 To 7 +Pruned decision tree written to csv/zoo.csv.dt. +Unpruned decision tree written to csv/zoo.csv.dt.unpruned. +fold 1: acc. = 90.00 #leaves = 4 max. depth = 3 +fold 2: acc. = 100.00 #leaves = 10 max. depth = 6 +fold 3: acc. = 85.00 #leaves = 8 max. depth = 5 +fold 4: acc. = 90.00 #leaves = 7 max. depth = 3 +fold 5: acc. = 95.24 #leaves = 10 max. depth = 6 +***1***0.9000000***0.0171030*** +***2***1.0000000***0.0159160*** +***3***0.8500000***0.0123750*** +***4***0.9000000***0.0160230*** +***5***0.9523810***0.0171060*** +accuracy = 92.08 #leaves = 7.80 max depth = 4.60 + diff --git a/data/oc1output/zoo_1714.txt b/data/oc1output/zoo_1714.txt new file mode 100644 index 0000000..0134404 --- /dev/null +++ b/data/oc1output/zoo_1714.txt @@ -0,0 +1,21 @@ +Remapping class numbers: + 0 To 1 + 3 To 2 + 1 To 3 + 6 To 4 + 4 To 6 + 2 To 7 +Pruned decision tree written to csv/zoo.csv.dt. +Unpruned decision tree written to csv/zoo.csv.dt.unpruned. +fold 1: acc. = 80.00 #leaves = 6 max. depth = 3 +fold 2: acc. = 90.00 #leaves = 10 max. depth = 5 +fold 3: acc. = 90.00 #leaves = 9 max. depth = 6 +fold 4: acc. = 70.00 #leaves = 6 max. depth = 3 +fold 5: acc. = 95.24 #leaves = 7 max. depth = 4 +***1***0.8000000***0.0164970*** +***2***0.9000000***0.0102020*** +***3***0.9000000***0.0178540*** +***4***0.7000000***0.0127160*** +***5***0.9523810***0.0118890*** +accuracy = 85.15 #leaves = 7.60 max depth = 4.20 + diff --git a/data/oc1output/zoo_23.txt b/data/oc1output/zoo_23.txt new file mode 100644 index 0000000..47f89e0 --- /dev/null +++ b/data/oc1output/zoo_23.txt @@ -0,0 +1,20 @@ +Remapping class numbers: + 0 To 1 + 3 To 2 + 1 To 3 + 6 To 4 + 4 To 6 + 2 To 7 +Unpruned decision tree written to csv/zoo.csv.dt. +fold 1: acc. = 95.00 #leaves = 10 max. depth = 5 +fold 2: acc. = 80.00 #leaves = 7 max. depth = 3 +fold 3: acc. = 90.00 #leaves = 10 max. depth = 6 +fold 4: acc. = 95.00 #leaves = 9 max. depth = 5 +fold 5: acc. = 95.24 #leaves = 9 max. depth = 6 +***1***0.9500000***0.0146440*** +***2***0.8000000***0.0174530*** +***3***0.9000000***0.0125660*** +***4***0.9500000***0.0162650*** +***5***0.9523810***0.0127900*** +accuracy = 91.09 #leaves = 9.00 max depth = 5.00 + diff --git a/data/oc1output/zoo_31.txt b/data/oc1output/zoo_31.txt new file mode 100644 index 0000000..5fa5f47 --- /dev/null +++ b/data/oc1output/zoo_31.txt @@ -0,0 +1,20 @@ +Remapping class numbers: + 0 To 1 + 3 To 2 + 1 To 3 + 6 To 4 + 4 To 6 + 2 To 7 +Unpruned decision tree written to csv/zoo.csv.dt. +fold 1: acc. = 95.00 #leaves = 10 max. depth = 6 +fold 2: acc. = 80.00 #leaves = 7 max. depth = 3 +fold 3: acc. = 90.00 #leaves = 9 max. depth = 6 +fold 4: acc. = 85.00 #leaves = 9 max. depth = 6 +fold 5: acc. = 95.24 #leaves = 9 max. depth = 6 +***1***0.9500000***0.0138660*** +***2***0.8000000***0.0159930*** +***3***0.9000000***0.0131200*** +***4***0.8500000***0.0121600*** +***5***0.9523810***0.0128070*** +accuracy = 89.11 #leaves = 8.80 max depth = 5.40 + diff --git a/data/oc1output/zoo_57.txt b/data/oc1output/zoo_57.txt new file mode 100644 index 0000000..11a610e --- /dev/null +++ b/data/oc1output/zoo_57.txt @@ -0,0 +1,21 @@ +Remapping class numbers: + 0 To 1 + 3 To 2 + 1 To 3 + 6 To 4 + 4 To 6 + 2 To 7 +Pruned decision tree written to csv/zoo.csv.dt. +Unpruned decision tree written to csv/zoo.csv.dt.unpruned. +fold 1: acc. = 80.00 #leaves = 6 max. depth = 4 +fold 2: acc. = 80.00 #leaves = 8 max. depth = 5 +fold 3: acc. = 90.00 #leaves = 8 max. depth = 4 +fold 4: acc. = 85.00 #leaves = 8 max. depth = 4 +fold 5: acc. = 90.48 #leaves = 7 max. depth = 4 +***1***0.8000000***0.0137650*** +***2***0.8000000***0.0118010*** +***3***0.9000000***0.0168280*** +***4***0.8500000***0.0167020*** +***5***0.9047619***0.0127050*** +accuracy = 85.15 #leaves = 7.40 max depth = 4.20 + diff --git a/data/oc1output/zoo_7.txt b/data/oc1output/zoo_7.txt new file mode 100644 index 0000000..ce380ab --- /dev/null +++ b/data/oc1output/zoo_7.txt @@ -0,0 +1,20 @@ +Remapping class numbers: + 0 To 1 + 3 To 2 + 1 To 3 + 6 To 4 + 4 To 6 + 2 To 7 +Unpruned decision tree written to csv/zoo.csv.dt. +fold 1: acc. = 95.00 #leaves = 7 max. depth = 4 +fold 2: acc. = 95.00 #leaves = 10 max. depth = 6 +fold 3: acc. = 80.00 #leaves = 7 max. depth = 4 +fold 4: acc. = 100.00 #leaves = 9 max. depth = 6 +fold 5: acc. = 80.95 #leaves = 7 max. depth = 4 +***1***0.9500000***0.0134430*** +***2***0.9500000***0.0142150*** +***3***0.8000000***0.0128730*** +***4***1.0000000***0.0160140*** +***5***0.8095238***0.0115580*** +accuracy = 90.10 #leaves = 8.00 max depth = 4.80 + diff --git a/data/oc1output/zoo_79.txt b/data/oc1output/zoo_79.txt new file mode 100644 index 0000000..f204fa4 --- /dev/null +++ b/data/oc1output/zoo_79.txt @@ -0,0 +1,21 @@ +Remapping class numbers: + 0 To 1 + 3 To 2 + 1 To 3 + 6 To 4 + 4 To 6 + 2 To 7 +Pruned decision tree written to csv/zoo.csv.dt. +Unpruned decision tree written to csv/zoo.csv.dt.unpruned. +fold 1: acc. = 65.00 #leaves = 4 max. depth = 2 +fold 2: acc. = 95.00 #leaves = 10 max. depth = 6 +fold 3: acc. = 90.00 #leaves = 7 max. depth = 4 +fold 4: acc. = 90.00 #leaves = 9 max. depth = 5 +fold 5: acc. = 85.71 #leaves = 7 max. depth = 3 +***1***0.6500000***0.0130870*** +***2***0.9500000***0.0170230*** +***3***0.9000000***0.0135790*** +***4***0.9000000***0.0167260*** +***5***0.8571429***0.0161420*** +accuracy = 85.15 #leaves = 7.40 max depth = 4.00 + diff --git a/data/oc1output/zoo_83.txt b/data/oc1output/zoo_83.txt new file mode 100644 index 0000000..a71401d --- /dev/null +++ b/data/oc1output/zoo_83.txt @@ -0,0 +1,20 @@ +Remapping class numbers: + 0 To 1 + 3 To 2 + 1 To 3 + 6 To 4 + 4 To 6 + 2 To 7 +Unpruned decision tree written to csv/zoo.csv.dt. +fold 1: acc. = 80.00 #leaves = 7 max. depth = 3 +fold 2: acc. = 95.00 #leaves = 9 max. depth = 5 +fold 3: acc. = 85.00 #leaves = 7 max. depth = 3 +fold 4: acc. = 95.00 #leaves = 10 max. depth = 6 +fold 5: acc. = 90.48 #leaves = 8 max. depth = 6 +***1***0.8000000***0.0163390*** +***2***0.9500000***0.0149760*** +***3***0.8500000***0.0169300*** +***4***0.9500000***0.0161630*** +***5***0.9047619***0.0118390*** +accuracy = 89.11 #leaves = 8.20 max depth = 4.60 + diff --git a/data/oc1output/zoo_97.txt b/data/oc1output/zoo_97.txt new file mode 100644 index 0000000..6fb7379 --- /dev/null +++ b/data/oc1output/zoo_97.txt @@ -0,0 +1,21 @@ +Remapping class numbers: + 0 To 1 + 3 To 2 + 1 To 3 + 6 To 4 + 4 To 6 + 2 To 7 +Pruned decision tree written to csv/zoo.csv.dt. +Unpruned decision tree written to csv/zoo.csv.dt.unpruned. +fold 1: acc. = 100.00 #leaves = 7 max. depth = 4 +fold 2: acc. = 95.00 #leaves = 7 max. depth = 4 +fold 3: acc. = 95.00 #leaves = 8 max. depth = 4 +fold 4: acc. = 80.00 #leaves = 7 max. depth = 4 +fold 5: acc. = 95.24 #leaves = 8 max. depth = 5 +***1***1.0000000***0.0129880*** +***2***0.9500000***0.0133310*** +***3***0.9500000***0.0166250*** +***4***0.8000000***0.0131280*** +***5***0.9523810***0.0126960*** +accuracy = 93.07 #leaves = 7.40 max depth = 4.20 + diff --git a/oc1results.py b/oc1results.py index 88da176..1da73c4 100755 --- a/oc1results.py +++ b/oc1results.py @@ -50,17 +50,18 @@ def store_result(database, dataset, accuracy, time_spent): def get_result(name): - filename = os.path.join("data", "oc1output", f"{name}.txt") - result_file = open(filename, "r") - lines = result_file.readlines() - result_file.close() - data = lines[-6:-1] - time_spent = [] accuracy = [] - for line in data: - acc, time_s = line.split("***")[2:4] - accuracy.append(float(acc)) - time_spent.append(float(time_s)) + time_spent = [] + for seed in [57, 31, 1714, 17, 23, 79, 83, 97, 7, 1]: + filename = os.path.join("data", "oc1output", f"{name}_{seed}.txt") + result_file = open(filename, "r") + lines = result_file.readlines() + result_file.close() + data = lines[-7:-2] + for line in data: + acc, time_s = line.split("***")[2:4] + accuracy.append(float(acc)) + time_spent.append(float(time_s)) return accuracy, time_spent @@ -74,7 +75,8 @@ for dataset in dt: time_mean, time_std = mean(time_spent), stdev(time_spent) print( f"accuracy=[{accuracy_mean:05.3f}\u00B1{accuracy_std:05.3f}] " - f"time=[{time_mean:05.3f}\u00B1{time_std:05.3f}]" + f"time=[{time_mean:05.3f}\u00B1{time_std:05.3f}] " + f"elements=[{len(accuracy)} {len(time_spent)}]" ) store_result(database, dataset[0], accuracy, time_spent) dbh.close()