From c0284a90288014f0c05049d300b794167d83de5a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ricardo=20Montan=CC=83ana?= Date: Sun, 13 Mar 2022 11:04:50 +0100 Subject: [PATCH] grid ODTE v.2 and first results --- results/grid_output_accuracy_ODTE.json | 487 +++++++++++------- ...racy_ODTE_Galgo_2022-03-09_22:22:18_0.json | 1 + ...racy_ODTE_Galgo_2022-03-11_11:52:24_0.json | 1 + ...racy_ODTE_Galgo_2022-03-12_15:54:06_0.json | 1 + 4 files changed, 295 insertions(+), 195 deletions(-) create mode 100644 results/results_accuracy_ODTE_Galgo_2022-03-09_22:22:18_0.json create mode 100644 results/results_accuracy_ODTE_Galgo_2022-03-11_11:52:24_0.json create mode 100644 results/results_accuracy_ODTE_Galgo_2022-03-12_15:54:06_0.json diff --git a/results/grid_output_accuracy_ODTE.json b/results/grid_output_accuracy_ODTE.json index 341a33b..3f36e0d 100644 --- a/results/grid_output_accuracy_ODTE.json +++ b/results/grid_output_accuracy_ODTE.json @@ -1,467 +1,564 @@ { "balance-scale": [ - 0.9728, + 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"dermatology": [ 0.9753424657534246, { - "n_jobs": -1,"base_estimator__C": 10000.0, + "base_estimator__C": 100, "base_estimator__kernel": "liblinear", - "base_estimator__multiclass_strategy": "ovr" + "base_estimator__multiclass_strategy": "ovr", + "n_estimators": 100, + "n_jobs": -1 }, - "v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:32:25 took 2.718 min" + "v. 0.3.2, Computed on Galgo on 2022-03-12 at 11:49:22 took 2.475 min" ], "echocardiogram": [ 0.8552706552706553, { - "n_jobs": -1,"base_estimator__C": 5, + "base_estimator__C": 7, "base_estimator__gamma": 0.001, "base_estimator__kernel": "rbf", - "base_estimator__multiclass_strategy": "ovr" + "base_estimator__multiclass_strategy": "ovr", + "n_estimators": 100, + "n_jobs": -1 }, - "v. 0.3.2, Computed on Galgo on 2022-03-09 at 17:32:25 took 1.331 min" + "v. 0.3.2, Computed on Galgo on 2022-03-12 at 11:49:22 took 46.758 s" ], "fertility": [ - 0.89, + 0.8800000000000001, { - "n_jobs": -1,"base_estimator__C": 2, - 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19:06:14 took 35.631 min" + "v. 0.3.2, Computed on Galgo on 2022-03-12 at 11:52:15 took 32.692 min" ], "oocytes_trisopterus_states_5b": [ 0.9342460817870654, { - "n_jobs": -1,"base_estimator__C": 7, + "base_estimator__C": 7, "base_estimator__kernel": "liblinear", - "base_estimator__multiclass_strategy": "ovr" + "base_estimator__multiclass_strategy": "ovr", + "n_estimators": 100, + "n_jobs": -1 }, - "v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:06:13 took 29.433 min" + "v. 0.3.2, Computed on Galgo on 2022-03-12 at 11:52:12 took 15.904 min" ], "parkinsons": [ 0.9435897435897436, { - "n_jobs": -1,"base_estimator__C": 2.8, - "base_estimator__gamma": 0.14, + "base_estimator__C": 7, + "base_estimator__gamma": "auto", "base_estimator__kernel": "rbf", - "base_estimator__multiclass_strategy": "ovr" + "base_estimator__multiclass_strategy": "ovr", + "n_estimators": 100, + "n_jobs": -1 }, - "v. 0.3.2, Computed on Galgo on 2022-03-09 at 19:46:02 took 1.380 min" + "v. 0.3.2, Computed on Galgo on 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