-
Notifications
You must be signed in to change notification settings - Fork 0
Optimized hyperparameters for ODTE
Ricardo Montañana Gómez edited this page Oct 8, 2024
·
1 revision
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\"}"} |