Files
benchmark/results/best_results_f1-macro_STree.json

1 line
8.4 KiB
JSON

{"balance-scale": [0.9265131740362249, {"C": 10000.0, "gamma": 0.1, "kernel": "rbf", "max_iter": 10000.0, "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "balloons": [0.8446666666666667, {"C": 7, "gamma": 0.1, "kernel": "rbf", "max_iter": 10000.0, "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "breast-cancer-wisc-diag": [0.9706102953809161, {"C": 0.2, "max_iter": 10000.0, "kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "breast-cancer-wisc-prog": [0.6938799088588311, {"C": 0.2, "max_iter": 10000.0, "kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "breast-cancer-wisc": [0.9644366357441517, {"kernel": "rbf", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "breast-cancer": [0.5977692328883403, {"kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "cardiotocography-10clases": [0.7249594452449721, {"kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "cardiotocography-3clases": [0.8047450933164386, {"kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "conn-bench-sonar-mines-rocks": [0.8278704136594282, {"kernel": "rbf", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "cylinder-bands": [0.7144955323374411, {"kernel": "rbf", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "dermatology": [0.9650140957279131, {"C": 55, "max_iter": 10000.0, "kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "echocardiogram": [0.7809849488372878, {"C": 7, "gamma": 0.1, "kernel": "poly", "max_features": "auto", "max_iter": 10000.0, "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "fertility": [0.4776291734186471, {"C": 0.05, "max_features": "auto", "max_iter": 10000.0, "kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "haberman-survival": [0.5668280758817549, {"kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "heart-hungarian": [0.8058019545857565, {"C": 0.05, "max_iter": 10000.0, "kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "hepatitis": [0.679545747273831, {"C": 7, "gamma": 0.1, "kernel": "rbf", "max_iter": 10000.0, "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "ilpd-indian-liver": [0.5365716435598072, {"kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "ionosphere": [0.9485237433255825, {"C": 7, "gamma": 0.1, "kernel": "rbf", "max_iter": 10000.0, "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "iris": [0.9649197561729933, {"kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "led-display": [0.7018572552499925, {"kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "libras": [0.7711420054931554, {"C": 0.08, "max_iter": 10000.0, "kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "low-res-spect": [0.5878643195705683, {"C": 0.05, "max_iter": 10000.0, "kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "lymphography": [0.7227982823995015, {"C": 0.05, "max_iter": 10000.0, "kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "mammographic": [0.8247444860494174, {"kernel": "rbf", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "molec-biol-promoter": [0.82350806168162, {"kernel": "rbf", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "musk-1": [0.9153182016916332, {"C": 0.05, "gamma": 0.1, "kernel": "poly", "max_iter": 10000.0, "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "oocytes_merluccius_nucleus_4d": [0.8106193292244438, {"C": 8.25, "gamma": 0.1, "kernel": "poly", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "oocytes_merluccius_states_2f": [0.8861286794653737, {"kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "oocytes_trisopterus_nucleus_2f": [0.7915315555835422, {"kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "oocytes_trisopterus_states_5b": [0.8202440139085921, {"C": 0.11, "max_iter": 10000.0, "kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "parkinsons": [0.8215955865945646, {"kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "pima": [0.7272230311008551, {"kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "pittsburg-bridges-MATERIAL": [0.6476004301737219, {"C": 7, "gamma": 0.1, "kernel": "rbf", "max_iter": 10000.0, "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "pittsburg-bridges-REL-L": [0.5198369045474532, {"kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "pittsburg-bridges-SPAN": [0.5981380692773761, {"C": 0.05, "max_iter": 10000.0, "kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "pittsburg-bridges-T-OR-D": [0.6055548448944772, {"kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "planning": [0.4835166429508621, {"C": 7, "gamma": 10.0, "kernel": "rbf", "max_iter": 10000.0, "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "post-operative": [0.36408227447449126, {"C": 55, "degree": 5, "gamma": 0.1, "kernel": "poly", "max_iter": 10000.0, "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "seeds": [0.9517615331226924, {"C": 10000.0, "max_iter": 10000.0, "kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "statlog-australian-credit": [0.403715381627813, {"C": 0.05, "max_features": "auto", "max_iter": 10000.0, "kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "statlog-german-credit": [0.6814377248474089, {"kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "statlog-heart": [0.8169464663772505, {"kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "statlog-image": [0.9562317002105086, {"C": 7, "max_iter": 10000.0, "kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "statlog-vehicle": [0.7887902223394495, {"kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "synthetic-control": [0.9493815784841081, {"C": 0.55, "max_iter": 10000.0, "kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "tic-tac-toe": [0.9825563556199909, {"C": 0.2, "gamma": 0.1, "kernel": "poly", "max_iter": 10000.0, "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "vertebral-column-2clases": [0.8291055027741718, {"kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "wine": [0.9787069936438171, {"C": 0.55, "max_iter": 10000.0, "kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"], "zoo": [0.8818845049130764, {"C": 0.1, "max_iter": 10000.0, "kernel": "liblinear", "multiclass_strategy": "ovr"}, "results_f1_macro_STree_iMac27_2021-09-30_11:52:32_0.json"]}