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Optimized hyperparameters for ODTE
Ricardo Montañana Gómez edited this page Oct 8, 2024
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| Dataset | Hyperparameters |
|---|---|
| balance-scale | {"n_jobs":-1,"n_estimators":100,"be_hyperparams":"{\"C\": 10000.0, \"gamma\": 0.1, \"kernel\": \"rbf\", \"max_iter\": 10000, \"multiclass_strategy\": \"ovr\"}"} |
| balloons | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 5, \"gamma\": 0.14, \"kernel\": \"rbf\", \"multiclass_strategy\": \"ovr\"}"} |
| breast-cancer | {"n_jobs":10,"n_estimators":100,"max_samples":0.75,"be_hyperparams":"{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"} |
| breast-cancer-wisc | {"n_jobs":1,"max_features":"auto","max_samples":0.66,"n_estimators":100,"be_hyperparams":"{\"kernel\": \"rbf\", \"multiclass_strategy\": \"ovr\"}"} |
| breast-cancer-wisc-diag | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 0.0275, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"} |
| breast-cancer-wisc-prog | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 57, \"gamma\": 0.001, \"kernel\": \"rbf\", \"multiclass_strategy\": \"ovr\"}"} |
| cardiotocography-10clases | {"n_jobs":-1,"n_estimators":100,"be_hyperparams":"{\"max_features\": 0.75, \"splitter\": \"trandom\"}"} |
| cardiotocography-3clases | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 8.25, \"gamma\": 0.1, \"kernel\": \"poly\", \"multiclass_strategy\": \"ovo\"}"} |
| conn-bench-sonar-mines-rocks | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 2.8, \"gamma\": \"auto\", \"kernel\": \"rbf\", \"multiclass_strategy\": \"ovr\"}"} |
| cylinder-bands | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 5, \"gamma\": \"auto\", \"kernel\": \"rbf\", \"multiclass_strategy\": \"ovr\"}"} |
| dermatology | {"n_jobs":10,"n_estimators":100,"max_samples":0.75,"be_hyperparams":"{\"kernel\": \"linear\", \"splitter\": \"random\", \"max_features\": \"sqrt\"}"} |
| echocardiogram | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 5, \"gamma\": 0.001, \"kernel\": \"rbf\", \"multiclass_strategy\": \"ovr\"}"} |
| fertility | {"n_jobs":-1,"n_estimators":100,"be_hyperparams":"{\"max_features\": 0.75, \"splitter\": \"trandom\",\"C\": 0.05, \"max_iter\": 10000, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"} |
| haberman-survival | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 0.001, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"} |
| heart-hungarian | {"n_jobs":-1,"n_estimators":100,"be_hyperparams":"{\"max_features\": 0.5, \"splitter\": \"trandom\",\"C\": 0.05, \"max_iter\": 10000, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"} |
| hepatitis | {"n_jobs":-1,"n_estimators":100,"be_hyperparams":"{\"max_features\": 0.5, \"splitter\": \"trandom\",\"C\": 7, \"gamma\": 0.1, \"kernel\": \"rbf\", \"max_iter\": 10000, \"multiclass_strategy\": \"ovr\"}"} |
| ilpd-indian-liver | {"n_jobs":-1,"n_estimators":100,"be_hyperparams":"{\"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"} |
| ionosphere | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 2, \"gamma\": 0.1, \"kernel\": \"rbf\", \"multiclass_strategy\": \"ovr\"}"} |
| iris | {"n_estimators":100,"n_jobs":-1} |
| led-display | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 0.001, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"} |
| libras | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 1.0, \"kernel\": \"linear\", \"multiclass_strategy\": \"ovo\"}"} |
| low-res-spect | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 1.0, \"kernel\": \"linear\", \"multiclass_strategy\": \"ovo\"}"} |
| lymphography | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 0.001, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"} |
| mammographic | {"n_jobs":-1,"n_estimators":100,"be_hyperparams":"{\"max_features\": 0.5, \"splitter\": \"trandom\",\"kernel\": \"rbf\", \"multiclass_strategy\": \"ovr\"}"} |
| molec-biol-promoter | {"n_jobs":10,"n_estimators":100,"max_features":"sqrt","be_hyperparams":"{\"kernel\": \"rbf\", \"splitter\": \"random\", \"max_features\": \"sqrt\"}"} |
| musk-1 | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 7, \"gamma\": \"auto\", \"kernel\": \"rbf\", \"multiclass_strategy\": \"ovr\"}"} |
| oocytes_merluccius_nucleus_4d | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 8.25, \"gamma\": 0.1, \"kernel\": \"poly\", \"multiclass_strategy\": \"ovo\"}"} |
| oocytes_merluccius_states_2f | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"} |
| oocytes_trisopterus_nucleus_2f | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 57, \"gamma\": \"auto\", \"kernel\": \"rbf\", \"multiclass_strategy\": \"ovr\"}"} |
| oocytes_trisopterus_states_5b | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 7, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"} |
| parkinsons | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 2.8, \"gamma\": 0.14, \"kernel\": \"rbf\", \"multiclass_strategy\": \"ovr\"}"} |
| pima | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 0.95, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"} |
| pittsburg-bridges-MATERIAL | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 2.8, \"gamma\": 0.14, \"kernel\": \"rbf\", \"multiclass_strategy\": \"ovr\"}"} |
| pittsburg-bridges-REL-L | {"n_jobs":10,"n_estimators":100,"max_samples":0.75,"be_hyperparams":"{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"} |
| pittsburg-bridges-SPAN | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 0.05, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"} |
| pittsburg-bridges-T-OR-D | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 0.08, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"} |
| planning | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 1.0, \"gamma\": 10.0, \"kernel\": \"rbf\", \"multiclass_strategy\": \"ovr\"}"} |
| post-operative | {"n_jobs":-1,"n_estimators":100,"be_hyperparams":"{\"max_features\": 0.5, \"splitter\": \"trandom\",\"C\": 55, \"degree\": 5, \"gamma\": 0.1, \"kernel\": \"poly\", \"max_iter\": 10000, \"multiclass_strategy\": \"ovr\"}"} |
| seeds | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 7, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"} |
| statlog-australian-credit | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 1.0, \"kernel\": \"linear\", \"multiclass_strategy\": \"ovo\"}"} |
| statlog-german-credit | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 7, \"gamma\": 0.001, \"kernel\": \"rbf\", \"multiclass_strategy\": \"ovr\"}"} |
| statlog-heart | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 2, \"gamma\": 0.001, \"kernel\": \"rbf\", \"multiclass_strategy\": \"ovr\"}"} |
| statlog-image | {"n_jobs":-1,"n_estimators":100,"be_hyperparams":"{\"max_features\": 0.5, \"splitter\": \"trandom\",\"C\": 7, \"max_iter\": 10000, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"} |
| statlog-vehicle | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 7, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"} |
| synthetic-control | {"n_jobs":-1,"n_estimators":100,"be_hyperparams":"{\"max_features\": 0.5, \"splitter\": \"trandom\"}"} |
| tic-tac-toe | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 10000.0, \"gamma\": 0.001, \"kernel\": \"rbf\", \"multiclass_strategy\": \"ovr\"}"} |
| vertebral-column-2clases | {"n_jobs":-1,"n_estimators":100,"be_hyperparams":"{\"max_features\": 0.75, \"splitter\": \"trandom\",\"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"} |
| wine | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 1.0, \"gamma\": \"auto\", \"kernel\": \"rbf\", \"multiclass_strategy\": \"ovr\"}"} |
| zoo | {"n_estimators":100,"n_jobs":-1,"be_hyperparams":"{\"C\": 8.25, \"gamma\": 0.1, \"kernel\": \"poly\", \"multiclass_strategy\": \"ovo\"}"} |