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Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boost ... .DecisionStumpClassifierV3)(1) on task Supervised Classification on data set tamilnadu-electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.982, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.0945, weighted_recall: 1, number_of_instances: 45781, precision: 1, predictive_accuracy: 1, prior_entropy: 4.2454, relative_absolute_error: 0.0532, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.0172, root_relative_squared_error: 0.0794, unweighted_recall: 1,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boost ... .DecisionStumpClassifierV3)(1) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9438, kappa: 0.054, kb_relative_information_score: 0.4144, mean_absolute_error: 0.0849, mean_prior_absolute_error: 0.1343, weighted_recall: 0.7695, number_of_instances: 898, predictive_accuracy: 0.7695, prior_entropy: 1.1915, relative_absolute_error: 0.6318, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2211, root_relative_squared_error: 0.8564,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boost ... .DecisionStumpClassifierV3)(1) on task Supervised Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.6563, kappa: 0.369, kb_relative_information_score: 0.1216, mean_absolute_error: 0.4513, mean_prior_absolute_error: 0.499, weighted_recall: 0.6937, number_of_instances: 3196, precision: 0.8061, predictive_accuracy: 0.6937, prior_entropy: 0.9986, relative_absolute_error: 0.9045, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.457, root_relative_squared_error: 0.915, unweighted_recall: 0.6795,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boost ... .DecisionStumpClassifierV3)(1) on task Supervised Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6137, kb_relative_information_score: 0.0152, mean_absolute_error: 0.411, mean_prior_absolute_error: 0.4202, weighted_recall: 0.7, number_of_instances: 1000, predictive_accuracy: 0.7, prior_entropy: 0.8813, relative_absolute_error: 0.9781, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4535, root_relative_squared_error: 0.9896, unweighted_recall: 0.5,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set vehicle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6416, kappa: 0.1935, kb_relative_information_score: 0.1955, mean_absolute_error: 0.3386, mean_prior_absolute_error: 0.3748, weighted_recall: 0.3901, number_of_instances: 846, predictive_accuracy: 0.3901, prior_entropy: 1.9991, relative_absolute_error: 0.9033, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.4124, root_relative_squared_error: 0.9526, unweighted_recall: 0.4022,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set vehicle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6227, f_measure: 0.3229, kappa: 0.1129, kb_relative_information_score: 0.1164, mean_absolute_error: 0.3535, mean_prior_absolute_error: 0.3748, weighted_recall: 0.3333, number_of_instances: 846, precision: 0.3211, predictive_accuracy: 0.3333, prior_entropy: 1.9991, relative_absolute_error: 0.9432, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.4213, root_relative_squared_error: 0.9731, unweighted_recall: 0.3385,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set blood-transfusion-service-center
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6592, kb_relative_information_score: 0.0135, mean_absolute_error: 0.3276, mean_prior_absolute_error: 0.363, weighted_recall: 0.762, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, relative_absolute_error: 0.9025, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4049, root_relative_squared_error: 0.9508, unweighted_recall: 0.5,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set Amazon_employee_access
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5367, kb_relative_information_score: -0.2061, mean_absolute_error: 0.1086, mean_prior_absolute_error: 0.1091, weighted_recall: 0.9421, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.319, relative_absolute_error: 0.9957, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2331, root_relative_squared_error: 0.9983, unweighted_recall: 0.5,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set car
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7069, kb_relative_information_score: 0.0974, mean_absolute_error: 0.1963, mean_prior_absolute_error: 0.229, weighted_recall: 0.7002, number_of_instances: 1728, predictive_accuracy: 0.7002, prior_entropy: 1.2058, relative_absolute_error: 0.8575, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.3125, root_relative_squared_error: 0.9244, unweighted_recall: 0.25,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set segment
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6429, kappa: 0.1667, kb_relative_information_score: 0.2108, mean_absolute_error: 0.2041, mean_prior_absolute_error: 0.2449, weighted_recall: 0.2857, number_of_instances: 2310, predictive_accuracy: 0.2857, prior_entropy: 2.8074, relative_absolute_error: 0.8333, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3194, root_relative_squared_error: 0.9129, unweighted_recall: 0.2857,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set phoneme
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7348, f_measure: 0.7605, kappa: 0.4476, kb_relative_information_score: 0.2074, mean_absolute_error: 0.3276, mean_prior_absolute_error: 0.4147, weighted_recall: 0.7533, number_of_instances: 5404, precision: 0.7766, predictive_accuracy: 0.7533, prior_entropy: 0.8732, relative_absolute_error: 0.79, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4057, root_relative_squared_error: 0.891, unweighted_recall: 0.741,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set Fashion-MNIST
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.709, kappa: 0.1103, kb_relative_information_score: 0.2329, mean_absolute_error: 0.1637, mean_prior_absolute_error: 0.18, weighted_recall: 0.1992, number_of_instances: 70000, predictive_accuracy: 0.1992, prior_entropy: 3.3219, relative_absolute_error: 0.9095, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2861, root_relative_squared_error: 0.9537, unweighted_recall: 0.1992,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set nomao
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5648, f_measure: 0.6406, kappa: 0.0932, kb_relative_information_score: 0.0459, mean_absolute_error: 0.3904, mean_prior_absolute_error: 0.4081, weighted_recall: 0.7287, number_of_instances: 34465, precision: 0.7285, predictive_accuracy: 0.7287, prior_entropy: 0.863, relative_absolute_error: 0.9566, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4416, root_relative_squared_error: 0.9777, unweighted_recall: 0.5342,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boost ... .DecisionStumpClassifierV3)(1) on task Supervised Classification on data set vehicle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.745, f_measure: 0.3918, kappa: 0.1938, kb_relative_information_score: 0.0855, mean_absolute_error: 0.3589, mean_prior_absolute_error: 0.3748, weighted_recall: 0.3983, number_of_instances: 846, precision: 0.441, predictive_accuracy: 0.3983, prior_entropy: 1.9991, relative_absolute_error: 0.9574, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.4178, root_relative_squared_error: 0.965, unweighted_recall: 0.3935,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boosting.AdaBoostClassifier(1) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7638, f_measure: 0.7101, kappa: 0.3488, kb_relative_information_score: -0.1931, mean_absolute_error: 0.1766, mean_prior_absolute_error: 0.1343, weighted_recall: 0.696, number_of_instances: 898, precision: 0.811, predictive_accuracy: 0.696, prior_entropy: 1.1915, relative_absolute_error: 1.3146, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2938, root_relative_squared_error: 1.1378,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set mfeat-factors
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5848, kappa: 0.1, kb_relative_information_score: 0.1215, mean_absolute_error: 0.1644, mean_prior_absolute_error: 0.18, weighted_recall: 0.19, number_of_instances: 2000, predictive_accuracy: 0.19, prior_entropy: 3.3219, relative_absolute_error: 0.9133, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2868, root_relative_squared_error: 0.9559, unweighted_recall: 0.19,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6608, kb_relative_information_score: 0.0788, mean_absolute_error: 0.3724, mean_prior_absolute_error: 0.4202, weighted_recall: 0.7, number_of_instances: 1000, predictive_accuracy: 0.7, prior_entropy: 0.8813, relative_absolute_error: 0.8862, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4316, root_relative_squared_error: 0.9419, unweighted_recall: 0.5,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6574, kappa: 0.4347, kb_relative_information_score: 0.3231, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.1343, weighted_recall: 0.8363, number_of_instances: 898, predictive_accuracy: 0.8363, prior_entropy: 1.1915, relative_absolute_error: 0.7026, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2172, root_relative_squared_error: 0.8412,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set mfeat-factors
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5451, kappa: 0.0306, kb_relative_information_score: 0.0369, mean_absolute_error: 0.1753, mean_prior_absolute_error: 0.18, weighted_recall: 0.1275, number_of_instances: 2000, predictive_accuracy: 0.1275, prior_entropy: 3.3219, relative_absolute_error: 0.9737, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2964, root_relative_squared_error: 0.9882, unweighted_recall: 0.1275,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6608, kb_relative_information_score: 0.0788, mean_absolute_error: 0.3724, mean_prior_absolute_error: 0.4202, weighted_recall: 0.7, number_of_instances: 1000, predictive_accuracy: 0.7, prior_entropy: 0.8813, relative_absolute_error: 0.8862, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4316, root_relative_squared_error: 0.9419, unweighted_recall: 0.5,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set Australian
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, f_measure: 0.8554, kappa: 0.7116, kb_relative_information_score: 0.5564, mean_absolute_error: 0.2379, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8663, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.4817, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3455, root_relative_squared_error: 0.6951, unweighted_recall: 0.862,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6314, kappa: 0.1472, kb_relative_information_score: 0.0888, mean_absolute_error: 0.1682, mean_prior_absolute_error: 0.178, weighted_recall: 0.5454, number_of_instances: 581012, predictive_accuracy: 0.5454, prior_entropy: 1.7387, relative_absolute_error: 0.9445, root_mean_prior_squared_error: 0.2984, root_mean_squared_error: 0.29, root_relative_squared_error: 0.9721, unweighted_recall: 0.1702,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set jungle_chess_2pcs_raw_endgame_complete
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6795, kappa: 0.3176, kb_relative_information_score: 0.1738, mean_absolute_error: 0.3348, mean_prior_absolute_error: 0.3832, weighted_recall: 0.6159, number_of_instances: 44819, predictive_accuracy: 0.6159, prior_entropy: 1.3491, relative_absolute_error: 0.8737, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4092, root_relative_squared_error: 0.9348, unweighted_recall: 0.4648,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boost ... .DecisionStumpClassifierV3)(1) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9438, kappa: 0.054, kb_relative_information_score: 0.4144, mean_absolute_error: 0.0849, mean_prior_absolute_error: 0.1343, weighted_recall: 0.7695, number_of_instances: 898, predictive_accuracy: 0.7695, prior_entropy: 1.1915, relative_absolute_error: 0.6318, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2211, root_relative_squared_error: 0.8564,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boost ... .DecisionStumpClassifierV3)(1) on task Supervised Classification on data set kc1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7608, kb_relative_information_score: -0.0072, mean_absolute_error: 0.2353, mean_prior_absolute_error: 0.2616, weighted_recall: 0.8454, number_of_instances: 2109, predictive_accuracy: 0.8454, prior_entropy: 0.6212, relative_absolute_error: 0.8994, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3424, root_relative_squared_error: 0.9473, unweighted_recall: 0.5,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boosting.AdaBoostClassifier(1) on task Supervised Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7567, f_measure: 0.739, kappa: 0.3643, kb_relative_information_score: -0.3098, mean_absolute_error: 0.493, mean_prior_absolute_error: 0.4202, weighted_recall: 0.747, number_of_instances: 1000, precision: 0.736, predictive_accuracy: 0.747, prior_entropy: 0.8813, relative_absolute_error: 1.1734, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4935, root_relative_squared_error: 1.0768, unweighted_recall: 0.6726,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boosting.AdaBoostClassifier(1) on task Supervised Classification on data set kc1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7942, f_measure: 0.8211, kappa: 0.23, kb_relative_information_score: -1.8038, mean_absolute_error: 0.4845, mean_prior_absolute_error: 0.2616, weighted_recall: 0.8535, number_of_instances: 2109, precision: 0.8236, predictive_accuracy: 0.8535, prior_entropy: 0.6212, relative_absolute_error: 1.8521, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.4855, root_relative_squared_error: 1.343, unweighted_recall: 0.5837,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set kc1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6879, kb_relative_information_score: 0.0042, mean_absolute_error: 0.2295, mean_prior_absolute_error: 0.2616, weighted_recall: 0.8454, number_of_instances: 2109, predictive_accuracy: 0.8454, prior_entropy: 0.6212, relative_absolute_error: 0.8775, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3395, root_relative_squared_error: 0.9392, unweighted_recall: 0.5,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7058, kappa: 0.3504, kb_relative_information_score: 0.2228, mean_absolute_error: 0.1532, mean_prior_absolute_error: 0.178, weighted_recall: 0.6336, number_of_instances: 581012, predictive_accuracy: 0.6336, prior_entropy: 1.7387, relative_absolute_error: 0.8604, root_mean_prior_squared_error: 0.2984, root_mean_squared_error: 0.2767, root_relative_squared_error: 0.9276, unweighted_recall: 0.2119,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set phoneme
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7345, f_measure: 0.7603, kappa: 0.4471, kb_relative_information_score: 0.2071, mean_absolute_error: 0.3277, mean_prior_absolute_error: 0.4147, weighted_recall: 0.7531, number_of_instances: 5404, precision: 0.7764, predictive_accuracy: 0.7531, prior_entropy: 0.8732, relative_absolute_error: 0.7902, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4058, root_relative_squared_error: 0.8912, unweighted_recall: 0.7407,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set cnae-9
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.591, kappa: 0.1063, kb_relative_information_score: 0.1333, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2056, number_of_instances: 1080, predictive_accuracy: 0.2056, prior_entropy: 3.1699, relative_absolute_error: 0.8969, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2976, root_relative_squared_error: 0.9471, unweighted_recall: 0.2056,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set bank-marketing
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6732, kb_relative_information_score: 0.0315, mean_absolute_error: 0.1813, mean_prior_absolute_error: 0.2066, weighted_recall: 0.883, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5206, relative_absolute_error: 0.8774, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3014, root_relative_squared_error: 0.9377, unweighted_recall: 0.5,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set connect-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5737, kb_relative_information_score: 0.0256, mean_absolute_error: 0.324, mean_prior_absolute_error: 0.3313, weighted_recall: 0.6583, number_of_instances: 67557, predictive_accuracy: 0.6583, prior_entropy: 1.2184, relative_absolute_error: 0.978, root_mean_prior_squared_error: 0.407, root_mean_squared_error: 0.4025, root_relative_squared_error: 0.9889, unweighted_recall: 0.3333,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set shuttle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9361, kappa: 0.6648, kb_relative_information_score: 0.521, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.1016, weighted_recall: 0.8689, number_of_instances: 58000, predictive_accuracy: 0.8689, prior_entropy: 0.9603, relative_absolute_error: 0.4938, root_mean_prior_squared_error: 0.2254, root_mean_squared_error: 0.1584, root_relative_squared_error: 0.7028, unweighted_recall: 0.2721,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boost ... .DecisionStumpClassifierV3)(1) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9438, kappa: 0.054, kb_relative_information_score: 0.4144, mean_absolute_error: 0.0849, mean_prior_absolute_error: 0.1343, weighted_recall: 0.7695, number_of_instances: 898, predictive_accuracy: 0.7695, prior_entropy: 1.1915, relative_absolute_error: 0.6318, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2211, root_relative_squared_error: 0.8564,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boosting.AdaBoostClassifier(1) on task Supervised Classification on data set mfeat-factors
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6917, f_measure: 0.3614, kappa: 0.2978, kb_relative_information_score: 0.1766, mean_absolute_error: 0.1624, mean_prior_absolute_error: 0.18, weighted_recall: 0.368, number_of_instances: 2000, precision: 0.4513, predictive_accuracy: 0.368, prior_entropy: 3.3219, relative_absolute_error: 0.9023, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2873, root_relative_squared_error: 0.9578, unweighted_recall: 0.368,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boosting.AdaBoostClassifier(1) on task Supervised Classification on data set vehicle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8517, f_measure: 0.6271, kappa: 0.4726, kb_relative_information_score: 0.2078, mean_absolute_error: 0.3316, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6052, number_of_instances: 846, precision: 0.6683, predictive_accuracy: 0.6052, prior_entropy: 1.9991, relative_absolute_error: 0.8845, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3925, root_relative_squared_error: 0.9067, unweighted_recall: 0.6063,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6664, f_measure: 0.6233, kappa: 0.3396, kb_relative_information_score: 0.2118, mean_absolute_error: 0.397, mean_prior_absolute_error: 0.499, weighted_recall: 0.6605, number_of_instances: 3196, precision: 0.8015, predictive_accuracy: 0.6605, prior_entropy: 0.9986, relative_absolute_error: 0.7955, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4455, root_relative_squared_error: 0.8919, unweighted_recall: 0.675,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6664, f_measure: 0.6233, kappa: 0.3396, kb_relative_information_score: 0.2118, mean_absolute_error: 0.397, mean_prior_absolute_error: 0.499, weighted_recall: 0.6605, number_of_instances: 3196, precision: 0.8015, predictive_accuracy: 0.6605, prior_entropy: 0.9986, relative_absolute_error: 0.7955, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4455, root_relative_squared_error: 0.8919, unweighted_recall: 0.675,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set kc1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6834, kb_relative_information_score: -0.0034, mean_absolute_error: 0.2368, mean_prior_absolute_error: 0.2616, weighted_recall: 0.8454, number_of_instances: 2109, predictive_accuracy: 0.8454, prior_entropy: 0.6212, relative_absolute_error: 0.9054, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3443, root_relative_squared_error: 0.9524, unweighted_recall: 0.5,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set nomao
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.855, kappa: 0.6497, kb_relative_information_score: 0.4488, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.4081, weighted_recall: 0.8532, number_of_instances: 34465, precision: 0.8581, predictive_accuracy: 0.8532, prior_entropy: 0.863, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3429, root_relative_squared_error: 0.7591, unweighted_recall: 0.8336,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boost ... .DecisionStumpClassifierV3)(1) on task Supervised Classification on data set artificial-characters
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6637, kappa: 0.0614, kb_relative_information_score: 0.0572, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.179, weighted_recall: 0.1845, number_of_instances: 10218, predictive_accuracy: 0.1845, prior_entropy: 3.2848, relative_absolute_error: 0.9831, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2956, root_relative_squared_error: 0.988, unweighted_recall: 0.1425,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boost ... .DecisionStumpClassifierV3)(1) on task Supervised Classification on data set mfeat-factors
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7347, f_measure: 0.503, kappa: 0.4556, kb_relative_information_score: 0.0914, mean_absolute_error: 0.1745, mean_prior_absolute_error: 0.18, weighted_recall: 0.51, number_of_instances: 2000, precision: 0.5554, predictive_accuracy: 0.51, prior_entropy: 3.3219, relative_absolute_error: 0.9697, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.9747, unweighted_recall: 0.51,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boosting.AdaBoostClassifier(1) on task Supervised Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9653, kappa: 0.9304, kb_relative_information_score: 0.1857, mean_absolute_error: 0.426, mean_prior_absolute_error: 0.499, weighted_recall: 0.9653, number_of_instances: 3196, precision: 0.9653, predictive_accuracy: 0.9653, prior_entropy: 0.9986, relative_absolute_error: 0.8537, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4332, root_relative_squared_error: 0.8673, unweighted_recall: 0.965,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8129, kappa: 0.4503, kb_relative_information_score: 0.3383, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.1343, weighted_recall: 0.7717, number_of_instances: 898, predictive_accuracy: 0.7717, prior_entropy: 1.1915, relative_absolute_error: 0.7195, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2199, root_relative_squared_error: 0.8515,
Peng YU 5 years ago
ran flow __main__.DecisionStumpClassifierV3(1) on task Supervised Classification on data set tamilnadu-electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5628, kappa: 0.0678, kb_relative_information_score: 0.0803, mean_absolute_error: 0.0882, mean_prior_absolute_error: 0.0945, weighted_recall: 0.1269, number_of_instances: 45781, predictive_accuracy: 0.1269, prior_entropy: 4.2454, relative_absolute_error: 0.9334, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.21, root_relative_squared_error: 0.9661, unweighted_recall: 0.1,
Peng YU 5 years ago
ran flow __main__.DecisionStumpClassifierV3(1) on task Supervised Classification on data set tamilnadu-electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5628, kappa: 0.0678, kb_relative_information_score: 0.0803, mean_absolute_error: 0.0882, mean_prior_absolute_error: 0.0945, weighted_recall: 0.1269, number_of_instances: 45781, predictive_accuracy: 0.1269, prior_entropy: 4.2454, relative_absolute_error: 0.9334, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.21, root_relative_squared_error: 0.9661, unweighted_recall: 0.1,
Peng YU 5 years ago
ran flow __main__.DecisionStumpClassifierV3(1) on task Supervised Classification on data set tamilnadu-electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.697, kappa: 0.0676, kb_relative_information_score: 0.1531, mean_absolute_error: 0.0884, mean_prior_absolute_error: 0.0945, weighted_recall: 0.1267, number_of_instances: 45781, predictive_accuracy: 0.1267, prior_entropy: 4.2454, relative_absolute_error: 0.9351, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.967, unweighted_recall: 0.1,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set artificial-characters
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.595, kappa: 0.0577, kb_relative_information_score: 0.0823, mean_absolute_error: 0.1738, mean_prior_absolute_error: 0.179, weighted_recall: 0.1729, number_of_instances: 10218, predictive_accuracy: 0.1729, prior_entropy: 3.2848, relative_absolute_error: 0.9707, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2947, root_relative_squared_error: 0.9851, unweighted_recall: 0.1423,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set tamilnadu-electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.684, kappa: 0.0674, kb_relative_information_score: 0.1407, mean_absolute_error: 0.0884, mean_prior_absolute_error: 0.0945, weighted_recall: 0.1265, number_of_instances: 45781, predictive_accuracy: 0.1265, prior_entropy: 4.2454, relative_absolute_error: 0.935, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.967, unweighted_recall: 0.1,
Peng YU 5 years ago
ran flow __main__.DecisionStumpClassifier(1) on task Supervised Classification on data set mfeat-factors
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6218, kappa: 0.0943, kb_relative_information_score: 0.1286, mean_absolute_error: 0.1648, mean_prior_absolute_error: 0.18, weighted_recall: 0.1849, number_of_instances: 10000, predictive_accuracy: 0.1849, prior_entropy: 3.3219, relative_absolute_error: 0.9157, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2875, root_relative_squared_error: 0.9582, unweighted_recall: 0.1849,
Peng YU 5 years ago
ran flow __main__.DecisionStumpClassifierV2(1) on task Supervised Classification on data set tamilnadu-electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5628, kappa: 0.0678, kb_relative_information_score: 0.0803, mean_absolute_error: 0.0882, mean_prior_absolute_error: 0.0945, weighted_recall: 0.1269, number_of_instances: 45781, predictive_accuracy: 0.1269, prior_entropy: 4.2454, relative_absolute_error: 0.9334, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.21, root_relative_squared_error: 0.9661, unweighted_recall: 0.1,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set tamilnadu-electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6334, kappa: 0.0674, kb_relative_information_score: 0.1379, mean_absolute_error: 0.0891, mean_prior_absolute_error: 0.0945, weighted_recall: 0.1265, number_of_instances: 45781, predictive_accuracy: 0.1265, prior_entropy: 4.2454, relative_absolute_error: 0.9432, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.9712, unweighted_recall: 0.1,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set tamilnadu-electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6334, kappa: 0.0674, kb_relative_information_score: 0.1379, mean_absolute_error: 0.0891, mean_prior_absolute_error: 0.0945, weighted_recall: 0.1265, number_of_instances: 45781, predictive_accuracy: 0.1265, prior_entropy: 4.2454, relative_absolute_error: 0.9432, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.9712, unweighted_recall: 0.1,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set artificial-characters
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.595, kappa: 0.0577, kb_relative_information_score: 0.0823, mean_absolute_error: 0.1738, mean_prior_absolute_error: 0.179, weighted_recall: 0.1729, number_of_instances: 10218, predictive_accuracy: 0.1729, prior_entropy: 3.2848, relative_absolute_error: 0.9707, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2947, root_relative_squared_error: 0.9851, unweighted_recall: 0.1423,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set cnae-9
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.591, kappa: 0.1063, kb_relative_information_score: 0.1333, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2056, number_of_instances: 1080, predictive_accuracy: 0.2056, prior_entropy: 3.1699, relative_absolute_error: 0.8969, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2976, root_relative_squared_error: 0.9471, unweighted_recall: 0.2056,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set bank-marketing
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6732, kb_relative_information_score: 0.0315, mean_absolute_error: 0.1813, mean_prior_absolute_error: 0.2066, weighted_recall: 0.883, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5206, relative_absolute_error: 0.8774, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3014, root_relative_squared_error: 0.9377, unweighted_recall: 0.5,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set connect-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5739, kb_relative_information_score: 0.0252, mean_absolute_error: 0.3241, mean_prior_absolute_error: 0.3313, weighted_recall: 0.6583, number_of_instances: 67557, predictive_accuracy: 0.6583, prior_entropy: 1.2184, relative_absolute_error: 0.9783, root_mean_prior_squared_error: 0.407, root_mean_squared_error: 0.4026, root_relative_squared_error: 0.9893, unweighted_recall: 0.3333,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set shuttle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9361, kappa: 0.6648, kb_relative_information_score: 0.521, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.1016, weighted_recall: 0.8689, number_of_instances: 58000, predictive_accuracy: 0.8689, prior_entropy: 0.9603, relative_absolute_error: 0.4938, root_mean_prior_squared_error: 0.2254, root_mean_squared_error: 0.1584, root_relative_squared_error: 0.7028, unweighted_recall: 0.2721,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set segment
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6423, kappa: 0.1662, kb_relative_information_score: 0.2102, mean_absolute_error: 0.2042, mean_prior_absolute_error: 0.2449, weighted_recall: 0.2853, number_of_instances: 2310, predictive_accuracy: 0.2853, prior_entropy: 2.8074, relative_absolute_error: 0.834, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3198, root_relative_squared_error: 0.9138, unweighted_recall: 0.2853,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boosting.AdaBoostClassifier(1) on task Supervised Classification on data set nomao
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9463, kappa: 0.8682, kb_relative_information_score: -0.3031, mean_absolute_error: 0.4714, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9464, number_of_instances: 34465, precision: 0.9463, predictive_accuracy: 0.9464, prior_entropy: 0.863, relative_absolute_error: 1.1552, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4718, root_relative_squared_error: 1.0444, unweighted_recall: 0.9324,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boosting.AdaBoostClassifier(1) on task Supervised Classification on data set shuttle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9528, kappa: 0.7053, kb_relative_information_score: -0.5461, mean_absolute_error: 0.1468, mean_prior_absolute_error: 0.1016, weighted_recall: 0.8837, number_of_instances: 58000, predictive_accuracy: 0.8837, prior_entropy: 0.9603, relative_absolute_error: 1.4451, root_mean_prior_squared_error: 0.2254, root_mean_squared_error: 0.2515, root_relative_squared_error: 1.1158, unweighted_recall: 0.457,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boosting.AdaBoostClassifier(1) on task Supervised Classification on data set Australian
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9104, f_measure: 0.8522, kappa: 0.7009, kb_relative_information_score: 0.0422, mean_absolute_error: 0.4779, mean_prior_absolute_error: 0.494, weighted_recall: 0.8522, number_of_instances: 690, precision: 0.8523, predictive_accuracy: 0.8522, prior_entropy: 0.9912, relative_absolute_error: 0.9675, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4798, root_relative_squared_error: 0.9654, unweighted_recall: 0.8507,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set jungle_chess_2pcs_raw_endgame_complete
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6795, kappa: 0.3176, kb_relative_information_score: 0.1738, mean_absolute_error: 0.3348, mean_prior_absolute_error: 0.3832, weighted_recall: 0.6159, number_of_instances: 44819, predictive_accuracy: 0.6159, prior_entropy: 1.3491, relative_absolute_error: 0.8737, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4092, root_relative_squared_error: 0.9348, unweighted_recall: 0.4648,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set helena
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5811, kappa: 0.0446, kb_relative_information_score: 0.0499, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.0195, weighted_recall: 0.0906, number_of_instances: 65196, predictive_accuracy: 0.0906, prior_entropy: 5.9777, relative_absolute_error: 0.9812, root_mean_prior_squared_error: 0.0989, root_mean_squared_error: 0.0979, root_relative_squared_error: 0.9907, unweighted_recall: 0.0172,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set volkert
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6192, kappa: 0.1191, kb_relative_information_score: 0.0928, mean_absolute_error: 0.1589, mean_prior_absolute_error: 0.1703, weighted_recall: 0.3035, number_of_instances: 58310, predictive_accuracy: 0.3035, prior_entropy: 2.9613, relative_absolute_error: 0.9335, root_mean_prior_squared_error: 0.2918, root_mean_squared_error: 0.282, root_relative_squared_error: 0.9664, unweighted_recall: 0.1441,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set christine
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6444, f_measure: 0.6284, kappa: 0.2739, kb_relative_information_score: 0.1152, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.5, weighted_recall: 0.637, number_of_instances: 5418, precision: 0.6509, predictive_accuracy: 0.637, prior_entropy: 1, relative_absolute_error: 0.9057, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4786, root_relative_squared_error: 0.9572, unweighted_recall: 0.637,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set dilbert
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, kappa: 0.169, kb_relative_information_score: 0.1608, mean_absolute_error: 0.2916, mean_prior_absolute_error: 0.32, weighted_recall: 0.3391, number_of_instances: 10000, predictive_accuracy: 0.3391, prior_entropy: 2.3215, relative_absolute_error: 0.9115, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3827, root_relative_squared_error: 0.9569, unweighted_recall: 0.3313,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set jasmine
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7497, f_measure: 0.7493, kappa: 0.5255, kb_relative_information_score: 0.3747, mean_absolute_error: 0.3244, mean_prior_absolute_error: 0.5, weighted_recall: 0.7627, number_of_instances: 2984, precision: 0.8342, predictive_accuracy: 0.7627, prior_entropy: 1, relative_absolute_error: 0.6489, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4028, root_relative_squared_error: 0.8056, unweighted_recall: 0.7627,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boosting.AdaBoostClassifier(1) on task Supervised Classification on data set helena
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7291, kappa: 0.1679, kb_relative_information_score: 0.057, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0195, weighted_recall: 0.1949, number_of_instances: 65196, predictive_accuracy: 0.1949, prior_entropy: 5.9777, relative_absolute_error: 1.0115, root_mean_prior_squared_error: 0.0989, root_mean_squared_error: 0.0994, root_relative_squared_error: 1.0051, unweighted_recall: 0.0815,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set guillermo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5781, f_measure: 0.586, kappa: 0.1352, kb_relative_information_score: 0.0295, mean_absolute_error: 0.4682, mean_prior_absolute_error: 0.4801, weighted_recall: 0.6145, number_of_instances: 20000, precision: 0.5961, predictive_accuracy: 0.6145, prior_entropy: 0.971, relative_absolute_error: 0.9753, root_mean_prior_squared_error: 0.4899, root_mean_squared_error: 0.4839, root_relative_squared_error: 0.9877, unweighted_recall: 0.5628,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boosting.AdaBoostClassifier(1) on task Supervised Classification on data set jannis
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7331, f_measure: 0.6327, kappa: 0.4281, kb_relative_information_score: -0.0631, mean_absolute_error: 0.3703, mean_prior_absolute_error: 0.3194, weighted_recall: 0.6429, number_of_instances: 83733, precision: 0.6298, predictive_accuracy: 0.6429, prior_entropy: 1.5995, relative_absolute_error: 1.1594, root_mean_prior_squared_error: 0.3996, root_mean_squared_error: 0.4277, root_relative_squared_error: 1.0704, unweighted_recall: 0.4699,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set riccardo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5163, f_measure: 0.4933, kappa: 0.0298, kb_relative_information_score: -0.6276, mean_absolute_error: 0.5534, mean_prior_absolute_error: 0.375, weighted_recall: 0.465, number_of_instances: 20000, precision: 0.6439, predictive_accuracy: 0.465, prior_entropy: 0.8113, relative_absolute_error: 1.4756, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.7103, root_relative_squared_error: 1.6403, unweighted_recall: 0.5219,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set dilbert
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, kappa: 0.0008, kb_relative_information_score: 0.0888, mean_absolute_error: 0.319, mean_prior_absolute_error: 0.32, weighted_recall: 0.2054, number_of_instances: 10000, predictive_accuracy: 0.2054, prior_entropy: 2.3215, relative_absolute_error: 0.9971, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4903, root_relative_squared_error: 1.2257, unweighted_recall: 0.2006,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set fabert
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5275, kappa: 0.0319, kb_relative_information_score: 0.0278, mean_absolute_error: 0.2347, mean_prior_absolute_error: 0.2392, weighted_recall: 0.257, number_of_instances: 8237, predictive_accuracy: 0.257, prior_entropy: 2.7046, relative_absolute_error: 0.9811, root_mean_prior_squared_error: 0.3458, root_mean_squared_error: 0.3427, root_relative_squared_error: 0.9908, unweighted_recall: 0.1609,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set jasmine
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5392, f_measure: 0.4791, kappa: 0.0449, kb_relative_information_score: 0.0387, mean_absolute_error: 0.482, mean_prior_absolute_error: 0.5, weighted_recall: 0.5225, number_of_instances: 2984, precision: 0.5337, predictive_accuracy: 0.5225, prior_entropy: 1, relative_absolute_error: 0.964, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5312, root_relative_squared_error: 1.0624, unweighted_recall: 0.5225,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6574, kappa: 0.4347, kb_relative_information_score: 0.3231, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.1343, weighted_recall: 0.8363, number_of_instances: 898, predictive_accuracy: 0.8363, prior_entropy: 1.1915, relative_absolute_error: 0.7026, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.2172, root_relative_squared_error: 0.8412,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6664, f_measure: 0.6233, kappa: 0.3396, kb_relative_information_score: 0.2118, mean_absolute_error: 0.397, mean_prior_absolute_error: 0.499, weighted_recall: 0.6605, number_of_instances: 3196, precision: 0.8015, predictive_accuracy: 0.6605, prior_entropy: 0.9986, relative_absolute_error: 0.7955, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4455, root_relative_squared_error: 0.8919, unweighted_recall: 0.675,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6506, kb_relative_information_score: 0.061, mean_absolute_error: 0.3766, mean_prior_absolute_error: 0.4202, weighted_recall: 0.7, number_of_instances: 1000, predictive_accuracy: 0.7, prior_entropy: 0.8813, relative_absolute_error: 0.8963, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4341, root_relative_squared_error: 0.9472, unweighted_recall: 0.5,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set vehicle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6227, f_measure: 0.3229, kappa: 0.1129, kb_relative_information_score: 0.1164, mean_absolute_error: 0.3535, mean_prior_absolute_error: 0.3748, weighted_recall: 0.3333, number_of_instances: 846, precision: 0.3211, predictive_accuracy: 0.3333, prior_entropy: 1.9991, relative_absolute_error: 0.9432, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.4213, root_relative_squared_error: 0.9731, unweighted_recall: 0.3385,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set kc1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6834, kb_relative_information_score: -0.0034, mean_absolute_error: 0.2368, mean_prior_absolute_error: 0.2616, weighted_recall: 0.8454, number_of_instances: 2109, predictive_accuracy: 0.8454, prior_entropy: 0.6212, relative_absolute_error: 0.9054, root_mean_prior_squared_error: 0.3615, root_mean_squared_error: 0.3443, root_relative_squared_error: 0.9524, unweighted_recall: 0.5,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set nomao
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5648, f_measure: 0.6406, kappa: 0.0932, kb_relative_information_score: 0.0459, mean_absolute_error: 0.3904, mean_prior_absolute_error: 0.4081, weighted_recall: 0.7287, number_of_instances: 34465, precision: 0.7285, predictive_accuracy: 0.7287, prior_entropy: 0.863, relative_absolute_error: 0.9566, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4416, root_relative_squared_error: 0.9777, unweighted_recall: 0.5342,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set blood-transfusion-service-center
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6605, kb_relative_information_score: 0.01, mean_absolute_error: 0.3349, mean_prior_absolute_error: 0.363, weighted_recall: 0.762, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, relative_absolute_error: 0.9224, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.409, root_relative_squared_error: 0.9605, unweighted_recall: 0.5,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set bank-marketing
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6732, kb_relative_information_score: 0.0315, mean_absolute_error: 0.1813, mean_prior_absolute_error: 0.2066, weighted_recall: 0.883, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5206, relative_absolute_error: 0.8774, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3014, root_relative_squared_error: 0.9377, unweighted_recall: 0.5,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set Australian
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7914, f_measure: 0.7234, kappa: 0.4415, kb_relative_information_score: 0.3303, mean_absolute_error: 0.342, mean_prior_absolute_error: 0.494, weighted_recall: 0.7319, number_of_instances: 690, precision: 0.7403, predictive_accuracy: 0.7319, prior_entropy: 0.9912, relative_absolute_error: 0.6923, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4145, root_relative_squared_error: 0.8341, unweighted_recall: 0.7145,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set segment
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6423, kappa: 0.1662, kb_relative_information_score: 0.2102, mean_absolute_error: 0.2042, mean_prior_absolute_error: 0.2449, weighted_recall: 0.2853, number_of_instances: 2310, predictive_accuracy: 0.2853, prior_entropy: 2.8074, relative_absolute_error: 0.834, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3198, root_relative_squared_error: 0.9138, unweighted_recall: 0.2853,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set Fashion-MNIST
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1, number_of_instances: 70000, predictive_accuracy: 0.1, prior_entropy: 3.3219, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, unweighted_recall: 0.1,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set jungle_chess_2pcs_raw_endgame_complete
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6795, kappa: 0.3176, kb_relative_information_score: 0.1738, mean_absolute_error: 0.3348, mean_prior_absolute_error: 0.3832, weighted_recall: 0.6159, number_of_instances: 44819, predictive_accuracy: 0.6159, prior_entropy: 1.3491, relative_absolute_error: 0.8737, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4092, root_relative_squared_error: 0.9348, unweighted_recall: 0.4648,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set volkert
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6192, kappa: 0.1191, kb_relative_information_score: 0.0928, mean_absolute_error: 0.1589, mean_prior_absolute_error: 0.1703, weighted_recall: 0.3035, number_of_instances: 58310, predictive_accuracy: 0.3035, prior_entropy: 2.9613, relative_absolute_error: 0.9335, root_mean_prior_squared_error: 0.2918, root_mean_squared_error: 0.282, root_relative_squared_error: 0.9664, unweighted_recall: 0.1441,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set robert
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5373, kappa: 0.0136, kb_relative_information_score: 0.02, mean_absolute_error: 0.1793, mean_prior_absolute_error: 0.18, weighted_recall: 0.1151, number_of_instances: 10000, predictive_accuracy: 0.1151, prior_entropy: 3.3214, relative_absolute_error: 0.9959, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2994, root_relative_squared_error: 0.9981, unweighted_recall: 0.1125,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set guillermo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5781, f_measure: 0.586, kappa: 0.1352, kb_relative_information_score: 0.0295, mean_absolute_error: 0.4682, mean_prior_absolute_error: 0.4801, weighted_recall: 0.6145, number_of_instances: 20000, precision: 0.5961, predictive_accuracy: 0.6145, prior_entropy: 0.971, relative_absolute_error: 0.9753, root_mean_prior_squared_error: 0.4899, root_mean_squared_error: 0.4839, root_relative_squared_error: 0.9877, unweighted_recall: 0.5628,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set christine
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.4045, kappa: -0.0004, kb_relative_information_score: -0, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, weighted_recall: 0.4998, number_of_instances: 5418, precision: 0.4995, predictive_accuracy: 0.4998, prior_entropy: 1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, unweighted_recall: 0.4998,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set Amazon_employee_access
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7139, kb_relative_information_score: -0.3731, mean_absolute_error: 0.1, mean_prior_absolute_error: 0.1091, weighted_recall: 0.9421, number_of_instances: 32769, predictive_accuracy: 0.9421, prior_entropy: 0.319, relative_absolute_error: 0.9163, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2305, root_relative_squared_error: 0.9869, unweighted_recall: 0.5,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set numerai28.6
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5119, f_measure: 0.4903, kappa: 0.0238, kb_relative_information_score: 0.0012, mean_absolute_error: 0.4995, mean_prior_absolute_error: 0.4999, weighted_recall: 0.5141, number_of_instances: 96320, precision: 0.5146, predictive_accuracy: 0.5141, prior_entropy: 0.9999, relative_absolute_error: 0.9991, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4998, root_relative_squared_error: 0.9997, unweighted_recall: 0.5118,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set Australian
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7914, f_measure: 0.7234, kappa: 0.4415, kb_relative_information_score: 0.3303, mean_absolute_error: 0.342, mean_prior_absolute_error: 0.494, weighted_recall: 0.7319, number_of_instances: 690, precision: 0.7403, predictive_accuracy: 0.7319, prior_entropy: 0.9912, relative_absolute_error: 0.6923, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4145, root_relative_squared_error: 0.8341, unweighted_recall: 0.7145,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boosting.AdaBoostClassifier(1) on task Supervised Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6098, kappa: 0.2542, kb_relative_information_score: 0.037, mean_absolute_error: 0.213, mean_prior_absolute_error: 0.178, weighted_recall: 0.4669, number_of_instances: 581012, predictive_accuracy: 0.4669, prior_entropy: 1.7387, relative_absolute_error: 1.1967, root_mean_prior_squared_error: 0.2984, root_mean_squared_error: 0.3249, root_relative_squared_error: 1.089, unweighted_recall: 0.3662,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set volkert
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6405, kappa: 0.1958, kb_relative_information_score: 0.1541, mean_absolute_error: 0.1515, mean_prior_absolute_error: 0.1703, weighted_recall: 0.3586, number_of_instances: 58310, predictive_accuracy: 0.3586, prior_entropy: 2.9613, relative_absolute_error: 0.8898, root_mean_prior_squared_error: 0.2918, root_mean_squared_error: 0.2753, root_relative_squared_error: 0.9434, unweighted_recall: 0.1731,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boosting.AdaBoostClassifier(1) on task Supervised Classification on data set connect-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, kappa: 0.3244, kb_relative_information_score: -0.2802, mean_absolute_error: 0.4404, mean_prior_absolute_error: 0.3313, weighted_recall: 0.7289, number_of_instances: 67557, predictive_accuracy: 0.7289, prior_entropy: 1.2184, relative_absolute_error: 1.3293, root_mean_prior_squared_error: 0.407, root_mean_squared_error: 0.4671, root_relative_squared_error: 1.1477, unweighted_recall: 0.4547,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boosting.AdaBoostClassifier(1) on task Supervised Classification on data set jungle_chess_2pcs_raw_endgame_complete
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.847, f_measure: 0.7125, kappa: 0.5057, kb_relative_information_score: -0.0675, mean_absolute_error: 0.4381, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7236, number_of_instances: 44819, precision: 0.7048, predictive_accuracy: 0.7236, prior_entropy: 1.3491, relative_absolute_error: 1.1432, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4647, root_relative_squared_error: 1.0617, unweighted_recall: 0.5717,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boosting.AdaBoostClassifier(1) on task Supervised Classification on data set numerai28.6
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5269, f_measure: 0.5158, kappa: 0.0376, kb_relative_information_score: -0, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.4999, weighted_recall: 0.5197, number_of_instances: 96320, precision: 0.5194, predictive_accuracy: 0.5197, prior_entropy: 0.9999, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, unweighted_recall: 0.5188,