From c1629fdeac51b6466ba8c139460e65912abc2858 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Ricardo=20Montan=CC=83ana?= <rmontanana@gmail.com>
Date: Mon, 21 Mar 2022 23:09:58 +0100
Subject: [PATCH] Add BaggingStree grid output

---
 .../grid_output_accuracy_BaggingStree.json    | 566 ++++++++++++++++++
 1 file changed, 566 insertions(+)
 create mode 100644 results/grid_output_accuracy_BaggingStree.json

diff --git a/results/grid_output_accuracy_BaggingStree.json b/results/grid_output_accuracy_BaggingStree.json
new file mode 100644
index 0000000..9573b74
--- /dev/null
+++ b/results/grid_output_accuracy_BaggingStree.json
@@ -0,0 +1,566 @@
+{
+  "balance-scale": [
+    0.9743999999999999,
+    {
+      "base_estimator__C": 57,
+      "base_estimator__gamma": 0.1,
+      "base_estimator__kernel": "rbf",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-10 at 22:56:53 took 12.182 min"
+  ],
+  "balloons": [
+    0.7666666666666667,
+    {
+      "base_estimator__C": 5,
+      "base_estimator__gamma": 0.14,
+      "base_estimator__kernel": "rbf",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-10 at 23:09:07 took 18.229 s"
+  ],
+  "breast-cancer-wisc-diag": [
+    0.9788852662630028,
+    {
+      "base_estimator__C": 0.0275,
+      "base_estimator__kernel": "liblinear",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-10 at 23:15:54 took 2.077 min"
+  ],
+  "breast-cancer-wisc-prog": [
+    0.8234615384615385,
+    {
+      "base_estimator__C": 57,
+      "base_estimator__gamma": 0.001,
+      "base_estimator__kernel": "rbf",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-10 at 23:18:02 took 1.622 min"
+  ],
+  "breast-cancer-wisc": [
+    0.9713977389516959,
+    {
+      "base_estimator__C": 0.95,
+      "base_estimator__kernel": "liblinear",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-10 at 23:19:42 took 2.845 min"
+  ],
+  "breast-cancer": [
+    0.7342407743496672,
+    {
+      "base_estimator__C": 0.2,
+      "base_estimator__gamma": 0.1,
+      "base_estimator__kernel": "poly",
+      "base_estimator__multiclass_strategy": "ovo",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-10 at 23:09:29 took 6.367 min"
+  ],
+  "cardiotocography-10clases": [
+    0.8504380005523335,
+    {
+      "base_estimator__C": 1.0,
+      "base_estimator__kernel": "linear",
+      "base_estimator__multiclass_strategy": "ovo",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-10 at 23:22:36 took 6.617 h"
+  ],
+  "cardiotocography-3clases": [
+    0.9270952775476389,
+    {
+      "base_estimator__C": 8.25,
+      "base_estimator__gamma": 0.1,
+      "base_estimator__kernel": "poly",
+      "base_estimator__multiclass_strategy": "ovo",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 05:59:45 took 1.653 h"
+  ],
+  "conn-bench-sonar-mines-rocks": [
+    0.8750290360046458,
+    {
+      "base_estimator__C": 1.05,
+      "base_estimator__gamma": "scale",
+      "base_estimator__kernel": "rbf",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 07:39:03 took 1.108 min"
+  ],
+  "cylinder-bands": [
+    0.798705501618123,
+    {
+      "base_estimator__C": 5,
+      "base_estimator__gamma": "auto",
+      "base_estimator__kernel": "rbf",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 07:40:13 took 16.625 min"
+  ],
+  "dermatology": [
+    0.9753424657534246,
+    {
+      "base_estimator__C": 10000.0,
+      "base_estimator__kernel": "liblinear",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 07:56:54 took 3.753 min"
+  ],
+  "echocardiogram": [
+    0.8552706552706553,
+    {
+      "base_estimator__C": 5,
+      "base_estimator__gamma": 0.001,
+      "base_estimator__kernel": "rbf",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 08:00:42 took 1.256 min"
+  ],
+  "fertility": [
+    0.8800000000000001,
+    {
+      "base_estimator__C": 2,
+      "base_estimator__gamma": 0.1,
+      "base_estimator__kernel": "rbf",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 08:02:01 took 47.947 s"
+  ],
+  "haberman-survival": [
+    0.7450555261766261,
+    {
+      "base_estimator__C": 0.001,
+      "base_estimator__kernel": "liblinear",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 08:02:52 took 6.742 min"
+  ],
+  "heart-hungarian": [
+    0.8230274693161894,
+    {
+      "base_estimator__C": 10000.0,
+      "base_estimator__gamma": 0.001,
+      "base_estimator__kernel": "rbf",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 08:09:39 took 4.249 min"
+  ],
+  "hepatitis": [
+    0.8451612903225806,
+    {
+      "base_estimator__C": 1.0,
+      "base_estimator__gamma": "auto",
+      "base_estimator__kernel": "rbf",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 08:13:57 took 51.179 s"
+  ],
+  "ilpd-indian-liver": [
+    0.735764809902741,
+    {
+      "base_estimator__C": 1.75,
+      "base_estimator__kernel": "liblinear",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 08:14:52 took 16.143 min"
+  ],
+  "ionosphere": [
+    0.9544466800804828,
+    {
+      "base_estimator__C": 2,
+      "base_estimator__gamma": 0.1,
+      "base_estimator__kernel": "rbf",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 08:31:03 took 1.719 min"
+  ],
+  "iris": [
+    0.9733333333333334,
+    {
+      "base_estimator__C": 1.0,
+      "base_estimator__kernel": "linear",
+      "base_estimator__multiclass_strategy": "ovo",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 08:32:50 took 1.301 min"
+  ],
+  "led-display": [
+    0.7209999999999999,
+    {
+      "base_estimator__C": 0.001,
+      "base_estimator__kernel": "liblinear",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 08:34:11 took 1.999 h"
+  ],
+  "libras": [
+    0.861111111111111,
+    {
+      "base_estimator__C": 1.0,
+      "base_estimator__kernel": "linear",
+      "base_estimator__multiclass_strategy": "ovo",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 10:34:15 took 2.248 h"
+  ],
+  "low-res-spect": [
+    0.9058014459530946,
+    {
+      "base_estimator__C": 1.0,
+      "base_estimator__kernel": "linear",
+      "base_estimator__multiclass_strategy": "ovo",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 12:49:14 took 31.953 min"
+  ],
+  "lymphography": [
+    0.8372413793103448,
+    {
+      "base_estimator__C": 0.001,
+      "base_estimator__kernel": "liblinear",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 13:21:14 took 1.252 min"
+  ],
+  "mammographic": [
+    0.8387305699481866,
+    {
+      "base_estimator__C": 7,
+      "base_estimator__gamma": 0.1,
+      "base_estimator__kernel": "rbf",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 13:22:33 took 26.986 min"
+  ],
+  "molec-biol-promoter": [
+    0.8311688311688311,
+    {
+      "base_estimator__C": 0.0275,
+      "base_estimator__kernel": "liblinear",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 13:49:35 took 30.541 s"
+  ],
+  "musk-1": [
+    0.9391008771929824,
+    {
+      "base_estimator__C": 7,
+      "base_estimator__gamma": "auto",
+      "base_estimator__kernel": "rbf",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 13:50:09 took 9.730 min"
+  ],
+  "oocytes_merluccius_nucleus_4d": [
+    0.8581252989000479,
+    {
+      "base_estimator__C": 8.25,
+      "base_estimator__gamma": 0.1,
+      "base_estimator__kernel": "poly",
+      "base_estimator__multiclass_strategy": "ovo",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 13:59:56 took 1.096 h"
+  ],
+  "oocytes_merluccius_states_2f": [
+    0.9344237207077952,
+    {
+      "base_estimator__C": 10000.0,
+      "base_estimator__kernel": "liblinear",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 15:05:50 took 24.250 min"
+  ],
+  "oocytes_trisopterus_nucleus_2f": [
+    0.8651113913408995,
+    {
+      "base_estimator__C": 57,
+      "base_estimator__gamma": "auto",
+      "base_estimator__kernel": "rbf",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 15:30:09 took 39.672 min"
+  ],
+  "oocytes_trisopterus_states_5b": [
+    0.9342460817870654,
+    {
+      "base_estimator__C": 7,
+      "base_estimator__kernel": "liblinear",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 16:09:52 took 21.649 min"
+  ],
+  "parkinsons": [
+    0.9435897435897436,
+    {
+      "base_estimator__C": 2.8,
+      "base_estimator__gamma": 0.14,
+      "base_estimator__kernel": "rbf",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 16:31:35 took 1.368 min"
+  ],
+  "pima": [
+    0.7760122230710466,
+    {
+      "base_estimator__C": 0.95,
+      "base_estimator__kernel": "liblinear",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 16:33:00 took 22.081 min"
+  ],
+  "pittsburg-bridges-MATERIAL": [
+    0.8770562770562771,
+    {
+      "base_estimator__C": 2.8,
+      "base_estimator__gamma": 0.14,
+      "base_estimator__kernel": "rbf",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 16:55:08 took 1.246 min"
+  ],
+  "pittsburg-bridges-REL-L": [
+    0.6704761904761904,
+    {
+      "base_estimator__C": 0.2,
+      "base_estimator__gamma": "scale",
+      "base_estimator__kernel": "poly",
+      "base_estimator__multiclass_strategy": "ovo",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 16:56:26 took 3.173 min"
+  ],
+  "pittsburg-bridges-SPAN": [
+    0.7076023391812866,
+    {
+      "base_estimator__C": 0.05,
+      "base_estimator__kernel": "liblinear",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 16:59:39 took 2.500 min"
+  ],
+  "pittsburg-bridges-T-OR-D": [
+    0.8823809523809523,
+    {
+      "base_estimator__C": 0.08,
+      "base_estimator__kernel": "liblinear",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 17:02:13 took 46.708 s"
+  ],
+  "planning": [
+    0.7358858858858859,
+    {
+      "base_estimator__C": 1.0,
+      "base_estimator__gamma": 10.0,
+      "base_estimator__kernel": "rbf",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 17:03:02 took 3.934 min"
+  ],
+  "post-operative": [
+    0.7111111111111111,
+    {
+      "base_estimator__C": 1.0,
+      "base_estimator__kernel": "linear",
+      "base_estimator__multiclass_strategy": "ovo",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 17:07:02 took 1.562 min"
+  ],
+  "seeds": [
+    0.9571428571428571,
+    {
+      "base_estimator__C": 7,
+      "base_estimator__kernel": "liblinear",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 17:08:38 took 1.167 min"
+  ],
+  "statlog-australian-credit": [
+    0.6782608695652174,
+    {
+      "base_estimator__C": 1.0,
+      "base_estimator__kernel": "linear",
+      "base_estimator__multiclass_strategy": "ovo",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 17:09:51 took 30.903 min"
+  ],
+  "statlog-german-credit": [
+    0.764,
+    {
+      "base_estimator__C": 7,
+      "base_estimator__gamma": 0.001,
+      "base_estimator__kernel": "rbf",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 17:40:49 took 44.154 min"
+  ],
+  "statlog-heart": [
+    0.8444444444444444,
+    {
+      "base_estimator__C": 2,
+      "base_estimator__gamma": 0.001,
+      "base_estimator__kernel": "rbf",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 18:25:01 took 2.943 min"
+  ],
+  "statlog-image": [
+    0.9705627705627705,
+    {
+      "base_estimator__C": 7.0,
+      "base_estimator__kernel": "liblinear",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 18:28:01 took 3.596 h"
+  ],
+  "statlog-vehicle": [
+    0.8203271841280891,
+    {
+      "base_estimator__C": 7,
+      "base_estimator__kernel": "liblinear",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 22:03:53 took 48.089 min"
+  ],
+  "synthetic-control": [
+    0.9866666666666667,
+    {
+      "base_estimator__C": 1.0,
+      "base_estimator__kernel": "linear",
+      "base_estimator__multiclass_strategy": "ovo",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 22:52:02 took 29.924 min"
+  ],
+  "tic-tac-toe": [
+    0.9916448516579406,
+    {
+      "base_estimator__C": 10000.0,
+      "base_estimator__gamma": 0.001,
+      "base_estimator__kernel": "rbf",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 23:22:01 took 9.094 min"
+  ],
+  "vertebral-column-2clases": [
+    0.864516129032258,
+    {
+      "base_estimator__C": 0.95,
+      "base_estimator__kernel": "liblinear",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 23:31:09 took 3.291 min"
+  ],
+  "wine": [
+    0.9887301587301588,
+    {
+      "base_estimator__C": 1.0,
+      "base_estimator__gamma": "auto",
+      "base_estimator__kernel": "rbf",
+      "base_estimator__multiclass_strategy": "ovr",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 23:34:30 took 47.147 s"
+  ],
+  "zoo": [
+    0.96,
+    {
+      "base_estimator__C": 8.25,
+      "base_estimator__gamma": 0.1,
+      "base_estimator__kernel": "poly",
+      "base_estimator__multiclass_strategy": "ovo",
+      "n_estimators": 100,
+      "n_jobs": -1
+    },
+    "v. 0.3.2, Computed on bart on 2022-03-11 at 23:35:20 took 1.272 min"
+  ]
+}