From c78b26930e59e88b7ec7fdd57d667cc89dc01761 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Ricardo=20Monta=C3=B1ana=20G=C3=B3mez?=
 <rmontanana@users.noreply.github.com>
Date: Thu, 8 Apr 2021 11:10:17 +0200
Subject: [PATCH] Experimentation Information

---
 ...ation-relative-to-STree-experimentation.md | 58 +++++++++++++++++++
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diff --git a/Information-relative-to-STree-experimentation.md b/Information-relative-to-STree-experimentation.md
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+# Information relative to STree experimentation
+# =============================================
+
+## Random seeds used
+[57, 31, 1714, 17, 23, 79, 83, 97, 7, 1]
+
+## Optimized parameters used for each dataset
+|Dataset|Parameters|
+|-|-|
+|balance-scale                  | {"C": 1e4, "gamma": 0.1, "kernel": "rbf", "max_iter": 1e4}|
+|balloons                       | {"C": 7, "gamma": 0.1, "kernel": "rbf", "max_iter": 1e4}|
+|breast-cancer-wisc-diag        | {"C": 0.2, "max_iter": 1e4}|
+|breast-cancer-wisc-prog        | {"C": 0.2, "max_iter": 1e4}|
+|breast-cancer-wisc             | {}|
+|breast-cancer                  | {}|
+|cardiotocography-10clases      | {"C": 0.05, "max_iter": 1e4}|
+|cardiotocography-3clases       | {"C": 0.05, "max_iter": 1e4}|
+|conn-bench-sonar-mines-rocks   | {}|
+|cylinder-bands                 | {}|
+|dermatology                    | {"C": 55, "max_iter": 1e4}|
+|echocardiogram                 | {"C": 7, "gamma": 0.1, "kernel": "poly", "max_features": "auto", "max_iter": 1e4}|
+|fertility                      | {"C": 0.05, "max_features": "auto", "max_iter": 1e4}|
+|haberman-survival              | {}|
+|heart-hungarian                | {"C": 0.05, "max_iter": 1e4}|
+|hepatitis                      | {"C": 7, "gamma": 0.1, "kernel": "rbf", "max_iter": 1e4}|
+|ilpd-indian-liver              | {}|
+|ionosphere                     | {"C": 7, "gamma": 0.1, "kernel": "rbf", "max_iter": 1e4}|
+|iris                           | {}|
+|led-display                    | {"C": 1e4, "max_iter": 1e4}|
+|libras                         | {"C": 0.08, "max_iter": 1e4}|
+|low-res-spect                  | {"C": 0.05, "max_iter": 1e4}|
+|lymphography                   | {"C": 0.05, "max_iter": 1e4}|
+|mammographic                   | {}|
+|molec-biol-promoter            | {"C": 0.05, "gamma": 0.1, "kernel": "poly", "max_iter": 1e4}|
+|musk-1                         | {"C": 0.05, "gamma": 0.1, "kernel": "poly", "max_iter": 1e4}|
+|oocytes_merluccius_nucleus_4d  | {"C": 8.25, "gamma": 0.1, "kernel": "poly"}|
+|oocytes_merluccius_states_2f   | {}|
+|oocytes_trisopterus_nucleus_2f | {}|
+|oocytes_trisopterus_states_5b  | {"C": 0.11, "max_iter": 1e4}|
+|parkinsons                     | {}|
+|pima                           | {}|
+|pittsburg-bridges-MATERIAL     | {"C": 7, "gamma": 0.1, "kernel": "rbf", "max_iter": 1e4}|
+|pittsburg-bridges-REL-L        | {}|
+|pittsburg-bridges-SPAN         | {"C": 0.05, "max_iter": 1e4}|
+|pittsburg-bridges-T-OR-D       | {}|
+|planning                       | {"C": 7, "gamma": 10.0, "kernel": "rbf", "max_iter": 1e4}|
+|post-operative                 | {"C": 55, "degree": 5, "gamma": 0.1, "kernel": "poly", "max_iter": 1e4}|
+|seeds                          | {"C": 1e4, "max_iter": 1e4}|
+|statlog-australian-credit      | {"C": 0.05, "max_features": "auto", "max_iter": 1e4}|
+|statlog-german-credit          | {}|
+|statlog-heart                  | {}|
+|statlog-image                  | {"C": 7, "max_iter": 1e4}|
+|statlog-vehicle                | {"C": 0.55, "max_iter": 1e4}|
+|synthetic-control              | {"C": 0.55, "max_iter": 1e4}|
+|tic-tac-toe                    | {"C": 0.2, "gamma": 0.1, "kernel": "poly", "max_iter": 1e4}|
+|vertebral-column-2clases       | {}|
+|wine                           | {"C": 0.55, "max_iter": 1e4}|
+|zoo                            | {"C": 0.1, "max_iter": 1e4}|
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