From 6da9b0cf076392c821013dd0ddb43ad170d604ee Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ricardo=20Montan=CC=83ana?= Date: Thu, 3 Feb 2022 13:11:45 +0100 Subject: [PATCH] Add bart ODTE results --- experiments/experiments.txt | 13 +++++++------ ...ts_accuracy_ODTE_bart_2022-02-02_13:31:52_0.json | 1 + ...ts_accuracy_ODTE_bart_2022-02-02_20:10:09_0.json | 1 + ...ts_accuracy_ODTE_bart_2022-02-02_20:51:42_0.json | 1 + ...ts_accuracy_ODTE_bart_2022-02-03_01:35:30_0.json | 1 + ...ts_accuracy_ODTE_bart_2022-02-03_03:30:40_0.json | 1 + ...ts_accuracy_ODTE_bart_2022-02-03_05:07:08_0.json | 1 + 7 files changed, 13 insertions(+), 6 deletions(-) create mode 100644 results/results_accuracy_ODTE_bart_2022-02-02_13:31:52_0.json create mode 100644 results/results_accuracy_ODTE_bart_2022-02-02_20:10:09_0.json create mode 100644 results/results_accuracy_ODTE_bart_2022-02-02_20:51:42_0.json create mode 100644 results/results_accuracy_ODTE_bart_2022-02-03_01:35:30_0.json create mode 100644 results/results_accuracy_ODTE_bart_2022-02-03_03:30:40_0.json create mode 100644 results/results_accuracy_ODTE_bart_2022-02-03_05:07:08_0.json diff --git a/experiments/experiments.txt b/experiments/experiments.txt index 82e6ff2..dab79c5 100644 --- a/experiments/experiments.txt +++ b/experiments/experiments.txt @@ -5,10 +5,11 @@ # Odte # Random Forest -ODTE&ODTE Random Forest rbf-best&{"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"} -ODTE&ODTE Random Forest linear-best&{"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"} -ODTE&ODTE Random Forest rbf-random&{"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"random\", \"max_features\": \"sqrt\"}"} -ODTE&ODTE Random Forest linear-random&{"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"random\", \"max_features\": \"sqrt\"}"} -ODTE&ODTE Random Forest rbf-trandom&{"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"} -ODTE&ODTE Random Forest linear-trandom&{"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"} +#ODTE_accuracy_slurm_0202_1.sh, ODTE&ODTE Random Forest rbf-best&{"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"} +#ODTE_accuracy_slurm_0202_2.sh, ODTE&ODTE Random Forest linear-best&{"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"} +#ODTE_accuracy_slurm_0202_3.sh, ODTE&ODTE Random Forest rbf-random&{"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"random\", \"max_features\": \"sqrt\"}"} +#ODTE_accuracy_slurm_0202_4.sh, ODTE&ODTE Random Forest linear-random&{"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"random\", \"max_features\": \"sqrt\"}"} +#ODTE_accuracy_slurm_0202_5.sh, ODTE&ODTE Random Forest rbf-trandom&{"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"} +#ODTE_accuracy_slurm_0202_6.sh, ODTE&ODTE Random Forest linear-trandom&{"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"} + diff --git a/results/results_accuracy_ODTE_bart_2022-02-02_13:31:52_0.json b/results/results_accuracy_ODTE_bart_2022-02-02_13:31:52_0.json new file mode 100644 index 0000000..ce70b45 --- /dev/null +++ b/results/results_accuracy_ODTE_bart_2022-02-02_13:31:52_0.json @@ -0,0 +1 @@ +{"score_name": "accuracy", "title": "ODTE Random Forest rbf-best", "model": "ODTE", "version": "0.3.1", "stratified": false, "folds": 5, "date": "2022-02-02", "time": "13:31:52", "duration": 5573.720546722412, "seeds": [57, 31, 1714, 17, 23, 79, 83, 97, 7, 1], "platform": "bart", "results": [{"dataset": "balance-scale", "samples": 625, "features": 4, "classes": 3, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 10.7668, "leaves": 5.8834, "depth": 4.3844, "score": 0.81792, "score_std": 0.03838533053133709, "time": 0.8389490318298339, "time_std": 0.20986890243476444}, {"dataset": "balloons", "samples": 16, "features": 4, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 2.8191999999999995, "leaves": 1.9095999999999997, "depth": 1.8972, "score": 0.5883333333333334, "score_std": 0.30065206912088044, "time": 0.12392987728118897, "time_std": 0.018777570460482364}, {"dataset": "breast-cancer-wisc-diag", "samples": 569, "features": 30, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 7.0032000000000005, "leaves": 4.001600000000001, "depth": 3.4411999999999994, "score": 0.9432463903120631, "score_std": 0.017459980940785675, "time": 0.3837614631652832, "time_std": 0.03839418882866718}, {"dataset": "breast-cancer-wisc-prog", "samples": 198, "features": 33, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 4.9728, "leaves": 2.9864000000000006, "depth": 2.7256, "score": 0.7642051282051281, "score_std": 0.07002856560004639, "time": 0.22039249897003174, "time_std": 0.03740384291209309}, {"dataset": "breast-cancer-wisc", "samples": 699, "features": 9, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 7.5288, "leaves": 4.2644, "depth": 3.8091999999999997, "score": 0.9663812949640287, "score_std": 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"time_std": 0.3536025209191031}, {"dataset": "cardiotocography-3clases", "samples": 2126, "features": 21, "classes": 3, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 17.503199999999996, "leaves": 9.251599999999998, "depth": 5.83, "score": 0.8564004418668877, "score_std": 0.021428281560747192, "time": 6.611965570449829, "time_std": 0.5150212385752829}, {"dataset": "conn-bench-sonar-mines-rocks", "samples": 208, "features": 60, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 9.1828, "leaves": 5.0914, "depth": 4.016, "score": 0.7634843205574913, "score_std": 0.06896256271781383, "time": 0.35252625465393067, "time_std": 0.0423606449338631}, {"dataset": "cylinder-bands", "samples": 512, "features": 35, "classes": 2, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 7.586000000000001, "leaves": 4.293, "depth": 3.6924, "score": 0.6675613934894348, "score_std": 0.03898890920386062, "time": 0.7350820827484131, "time_std": 0.0565048541260859}, {"dataset": "dermatology", "samples": 366, "features": 34, "classes": 6, "hyperparameters": {"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"}, "nodes": 13.1, "leaves": 7.05, "depth": 5.428999999999999, "score": 0.9051684561273603, "score_std": 0.06399984783203559, "time": 0.6730916690826416, "time_std": 0.04071330939535374}, {"dataset": "echocardiogram", "samples": 131, "features": 10, "classes": 2, "hyperparameters": 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