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Peng YU
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Peng's runs

Peng YU 3 years ago
ran flow sklearn.pipeline.Pipeline(colu ... ses.DecisionTreeClassifier)(4) on task Learning Curve on data set glass
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.811, f_measure: 0.6596, kappa: 0.5378, kb_relative_information_score: 0.5512, mean_absolute_error: 0.1115, mean_prior_absolute_error: 0.2116, weighted_recall: 0.664, number_of_instances: 2140, precision: 0.663, predictive_accuracy: 0.664, prior_entropy: 2.1835, relative_absolute_error: 0.5269, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2718, root_relative_squared_error: 0.8378,
Peng YU 3 years ago
ran flow sklearn.pipeline.Pipeline(colu ... ses.DecisionTreeClassifier)(4) on task Supervised Classification on data set letter
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8969, kappa: 0.4043, kb_relative_information_score: 0.4684, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.074, weighted_recall: 0.4275, number_of_instances: 20000, predictive_accuracy: 0.4275, prior_entropy: 4.6998, relative_absolute_error: 0.7147, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1627, root_relative_squared_error: 0.8458, unweighted_recall: 0.4253,
Peng YU 3 years ago
ran flow sklearn.pipeline.Pipeline(colu ... ses.DecisionTreeClassifier)(4) on task Supervised Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.9407, kappa: 0.8812, kb_relative_information_score: 0.8324, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.499, weighted_recall: 0.9409, number_of_instances: 3196, precision: 0.9422, predictive_accuracy: 0.9409, prior_entropy: 0.9986, relative_absolute_error: 0.178, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2122, root_relative_squared_error: 0.4248, unweighted_recall: 0.9395,
Peng YU 3 years ago
ran flow sklearn.pipeline.Pipeline(colu ... ses.DecisionTreeClassifier)(4) on task Supervised Classification on data set letter
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5495, kappa: 0.0326, kb_relative_information_score: 0.0575, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.074, weighted_recall: 0.0718, number_of_instances: 20000, predictive_accuracy: 0.0718, prior_entropy: 4.6998, relative_absolute_error: 0.9776, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.9887, unweighted_recall: 0.0688,
Peng YU 3 years ago
ran flow sklearn.pipeline.Pipeline(colu ... ses.DecisionTreeClassifier)(4) 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 3 years ago
ran flow sklearn.pipeline.Pipeline(colu ... ses.DecisionTreeClassifier)(4) 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 3 years ago
ran flow sklearn.pipeline.Pipeline(colu ... ses.DecisionTreeClassifier)(4) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6114, kappa: 0.2285, kb_relative_information_score: 0.1077, mean_absolute_error: 0.349, mean_prior_absolute_error: 0.3798, weighted_recall: 0.584, number_of_instances: 625, predictive_accuracy: 0.584, prior_entropy: 1.3181, relative_absolute_error: 0.919, root_mean_prior_squared_error: 0.4356, root_mean_squared_error: 0.4259, root_relative_squared_error: 0.9778, unweighted_recall: 0.4225,
Peng YU 3 years ago
ran flow sklearn.pipeline.Pipeline(colu ... ses.DecisionTreeClassifier)(4) on task Supervised Classification on data set letter
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5495, kappa: 0.0326, kb_relative_information_score: 0.0575, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.074, weighted_recall: 0.0718, number_of_instances: 20000, predictive_accuracy: 0.0718, prior_entropy: 4.6998, relative_absolute_error: 0.9776, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.9887, unweighted_recall: 0.0688,
Peng YU 3 years ago
ran flow sklearn.pipeline.Pipeline(colu ... ses.DecisionTreeClassifier)(4) 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 sklearn.ensemble._weight_boost ... .DecisionStumpClassifierV3)(1) on task Supervised Classification on data set blood-transfusion-service-center
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7099, kb_relative_information_score: 0.0135, mean_absolute_error: 0.3444, 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: 0.9486, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4127, root_relative_squared_error: 0.969, unweighted_recall: 0.5,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boost ... .DecisionStumpClassifierV3)(1) on task Supervised Classification on data set cnae-9
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8325, f_measure: 0.5495, kappa: 0.4865, kb_relative_information_score: 0.156, mean_absolute_error: 0.1839, mean_prior_absolute_error: 0.1975, weighted_recall: 0.5435, number_of_instances: 1080, precision: 0.6919, predictive_accuracy: 0.5435, prior_entropy: 3.1699, relative_absolute_error: 0.9309, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2951, root_relative_squared_error: 0.9389, unweighted_recall: 0.5435,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boost ... .DecisionStumpClassifierV3)(1) on task Supervised Classification on data set nomao
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, f_measure: 0.8217, kappa: 0.5992, kb_relative_information_score: 0.3095, mean_absolute_error: 0.273, mean_prior_absolute_error: 0.4081, weighted_recall: 0.8137, number_of_instances: 34465, precision: 0.858, predictive_accuracy: 0.8137, prior_entropy: 0.863, relative_absolute_error: 0.6689, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.362, root_relative_squared_error: 0.8015, unweighted_recall: 0.8413,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boost ... .DecisionStumpClassifierV3)(1) on task Supervised Classification on data set phoneme
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7302, f_measure: 0.5971, kappa: 0.0201, kb_relative_information_score: 0.0708, mean_absolute_error: 0.3821, mean_prior_absolute_error: 0.4147, weighted_recall: 0.7076, number_of_instances: 5404, precision: 0.6618, predictive_accuracy: 0.7076, prior_entropy: 0.8732, relative_absolute_error: 0.9214, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4372, root_relative_squared_error: 0.9602, unweighted_recall: 0.5072,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boost ... .DecisionStumpClassifierV3)(1) on task Supervised Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6488, kappa: 0.0042, kb_relative_information_score: 0.1331, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.178, weighted_recall: 0.4893, number_of_instances: 581012, predictive_accuracy: 0.4893, prior_entropy: 1.7387, relative_absolute_error: 0.9367, root_mean_prior_squared_error: 0.2984, root_mean_squared_error: 0.2921, root_relative_squared_error: 0.9791, unweighted_recall: 0.1435,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boosting.AdaBoostClassifier(1) on task Supervised Classification on data set guillermo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7873, f_measure: 0.7233, kappa: 0.4186, kb_relative_information_score: -0.0534, mean_absolute_error: 0.4957, mean_prior_absolute_error: 0.4801, weighted_recall: 0.7276, number_of_instances: 20000, precision: 0.724, predictive_accuracy: 0.7276, prior_entropy: 0.971, relative_absolute_error: 1.0327, root_mean_prior_squared_error: 0.4899, root_mean_squared_error: 0.4958, root_relative_squared_error: 1.012, unweighted_recall: 0.7043,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5811, f_measure: 0.5349, kappa: 0.1348, kb_relative_information_score: 0.0483, mean_absolute_error: 0.4752, mean_prior_absolute_error: 0.494, weighted_recall: 0.603, number_of_instances: 539383, precision: 0.6379, predictive_accuracy: 0.603, prior_entropy: 0.9914, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4874, root_relative_squared_error: 0.9807, unweighted_recall: 0.5626,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set sylvine
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7603, f_measure: 0.6608, kappa: 0.3263, kb_relative_information_score: 0.2851, mean_absolute_error: 0.3641, mean_prior_absolute_error: 0.5, weighted_recall: 0.6632, number_of_instances: 5124, precision: 0.6678, predictive_accuracy: 0.6632, prior_entropy: 1, relative_absolute_error: 0.7281, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4275, root_relative_squared_error: 0.855, unweighted_recall: 0.6632,
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: 0.7497, 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 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 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 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 riccardo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5721, f_measure: 0.7186, kappa: 0.1969, kb_relative_information_score: 0.0544, mean_absolute_error: 0.355, mean_prior_absolute_error: 0.375, weighted_recall: 0.7612, number_of_instances: 20000, precision: 0.7265, predictive_accuracy: 0.7612, prior_entropy: 0.8113, relative_absolute_error: 0.9467, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4213, root_relative_squared_error: 0.973, unweighted_recall: 0.5781,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boosting.AdaBoostClassifier(1) on task Supervised Classification on data set MiniBooNE
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.9119, kappa: 0.7815, kb_relative_information_score: -0.358, mean_absolute_error: 0.4801, mean_prior_absolute_error: 0.4037, weighted_recall: 0.9121, number_of_instances: 130064, precision: 0.9118, predictive_accuracy: 0.9121, prior_entropy: 0.8563, relative_absolute_error: 1.189, root_mean_prior_squared_error: 0.4493, root_mean_squared_error: 0.4803, root_relative_squared_error: 1.0689, unweighted_recall: 0.8893,
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 MiniBooNE
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7593, f_measure: 0.8251, kappa: 0.5544, kb_relative_information_score: 0.3471, mean_absolute_error: 0.2761, mean_prior_absolute_error: 0.4037, weighted_recall: 0.8318, number_of_instances: 130064, precision: 0.8259, predictive_accuracy: 0.8318, prior_entropy: 0.8563, relative_absolute_error: 0.6838, root_mean_prior_squared_error: 0.4493, root_mean_squared_error: 0.3718, root_relative_squared_error: 0.8274, unweighted_recall: 0.7591,
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 sklearn.ensemble._weight_boosting.AdaBoostClassifier(1) on task Supervised Classification on data set robert
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7714, f_measure: 0.3169, kappa: 0.2474, kb_relative_information_score: 0.0175, mean_absolute_error: 0.1793, mean_prior_absolute_error: 0.18, weighted_recall: 0.3227, number_of_instances: 10000, precision: 0.3201, predictive_accuracy: 0.3227, prior_entropy: 3.3214, relative_absolute_error: 0.9959, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2988, root_relative_squared_error: 0.996, unweighted_recall: 0.3232,
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 jannis
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6499, kappa: 0.2151, kb_relative_information_score: 0.1474, mean_absolute_error: 0.2915, mean_prior_absolute_error: 0.3194, weighted_recall: 0.5194, number_of_instances: 83733, predictive_accuracy: 0.5194, prior_entropy: 1.5995, relative_absolute_error: 0.9128, root_mean_prior_squared_error: 0.3996, root_mean_squared_error: 0.3819, root_relative_squared_error: 0.9556, unweighted_recall: 0.3284,
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 numerai28.6
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5061, f_measure: 0.3989, kappa: 0.0073, kb_relative_information_score: 0.0004, mean_absolute_error: 0.4998, mean_prior_absolute_error: 0.4999, weighted_recall: 0.508, number_of_instances: 96320, precision: 0.513, predictive_accuracy: 0.508, prior_entropy: 0.9999, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4999, root_relative_squared_error: 0.9999, unweighted_recall: 0.5036,
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 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 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 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 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 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 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 Amazon_employee_access
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5155, kb_relative_information_score: -0.0049, mean_absolute_error: 0.1078, 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: 0.9882, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.2322, root_relative_squared_error: 0.9942, 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 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 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 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 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 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 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 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 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 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 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 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 airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5631, f_measure: 0.4944, kappa: 0.0858, kb_relative_information_score: 0.0291, mean_absolute_error: 0.4827, mean_prior_absolute_error: 0.494, weighted_recall: 0.5842, number_of_instances: 539383, precision: 0.619, predictive_accuracy: 0.5842, prior_entropy: 0.9914, relative_absolute_error: 0.9771, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4913, root_relative_squared_error: 0.9885, unweighted_recall: 0.5395,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set sylvine
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.649, f_measure: 0.5665, kappa: 0.1651, kb_relative_information_score: 0.1452, mean_absolute_error: 0.4308, mean_prior_absolute_error: 0.5, weighted_recall: 0.5826, number_of_instances: 5124, precision: 0.5969, predictive_accuracy: 0.5826, prior_entropy: 1, relative_absolute_error: 0.8616, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4641, root_relative_squared_error: 0.9283, unweighted_recall: 0.5826,
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 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 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 sklearn.ensemble._weight_boosting.AdaBoostClassifier(1) on task Supervised Classification on data set volkert
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.806, f_measure: 0.4568, kappa: 0.3894, kb_relative_information_score: 0.0615, mean_absolute_error: 0.1778, mean_prior_absolute_error: 0.1703, weighted_recall: 0.4815, number_of_instances: 58310, precision: 0.4604, predictive_accuracy: 0.4815, prior_entropy: 2.9613, relative_absolute_error: 1.044, root_mean_prior_squared_error: 0.2918, root_mean_squared_error: 0.2965, root_relative_squared_error: 1.0161, unweighted_recall: 0.3887,
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 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 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 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 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 sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5886, f_measure: 0.5782, kappa: 0.1895, kb_relative_information_score: 0.0689, mean_absolute_error: 0.4671, mean_prior_absolute_error: 0.494, weighted_recall: 0.6236, number_of_instances: 539383, precision: 0.6479, predictive_accuracy: 0.6236, prior_entropy: 0.9914, relative_absolute_error: 0.9455, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4833, root_relative_squared_error: 0.9724, unweighted_recall: 0.5891,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set MiniBooNE
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5361, f_measure: 0.6514, kappa: 0.0944, kb_relative_information_score: 0.236, mean_absolute_error: 0.2841, mean_prior_absolute_error: 0.4037, weighted_recall: 0.7178, number_of_instances: 130064, precision: 0.6661, predictive_accuracy: 0.7178, prior_entropy: 0.8563, relative_absolute_error: 0.7037, root_mean_prior_squared_error: 0.4493, root_mean_squared_error: 0.5229, root_relative_squared_error: 1.1637, unweighted_recall: 0.5364,
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 sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set sylvine
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9059, f_measure: 0.911, kappa: 0.8224, kb_relative_information_score: 0.717, mean_absolute_error: 0.1582, mean_prior_absolute_error: 0.5, weighted_recall: 0.9112, number_of_instances: 5124, precision: 0.9141, predictive_accuracy: 0.9112, prior_entropy: 1, relative_absolute_error: 0.3164, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2824, root_relative_squared_error: 0.5648, unweighted_recall: 0.9112,
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.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set fabert
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5281, kappa: 0.0471, kb_relative_information_score: 0.0407, mean_absolute_error: 0.2325, mean_prior_absolute_error: 0.2392, weighted_recall: 0.2681, number_of_instances: 8237, predictive_accuracy: 0.2681, prior_entropy: 2.7046, relative_absolute_error: 0.972, root_mean_prior_squared_error: 0.3458, root_mean_squared_error: 0.341, root_relative_squared_error: 0.986, unweighted_recall: 0.1695,
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 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 riccardo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5721, f_measure: 0.7186, kappa: 0.1968, kb_relative_information_score: 0.0543, mean_absolute_error: 0.355, mean_prior_absolute_error: 0.375, weighted_recall: 0.7612, number_of_instances: 20000, precision: 0.7265, predictive_accuracy: 0.7612, prior_entropy: 0.8113, relative_absolute_error: 0.9468, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4214, root_relative_squared_error: 0.9731, unweighted_recall: 0.578,
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,
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 Fashion-MNIST
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8834, f_measure: 0.48, kappa: 0.4459, kb_relative_information_score: 0.1522, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.18, weighted_recall: 0.5013, number_of_instances: 70000, precision: 0.5425, predictive_accuracy: 0.5013, prior_entropy: 3.3219, relative_absolute_error: 0.9513, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2879, root_relative_squared_error: 0.9595, unweighted_recall: 0.5013,
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 guillermo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5825, f_measure: 0.6126, kappa: 0.1853, kb_relative_information_score: 0.0421, mean_absolute_error: 0.4631, mean_prior_absolute_error: 0.4801, weighted_recall: 0.6207, number_of_instances: 20000, precision: 0.6111, predictive_accuracy: 0.6207, prior_entropy: 0.971, relative_absolute_error: 0.9648, root_mean_prior_squared_error: 0.4899, root_mean_squared_error: 0.4813, root_relative_squared_error: 0.9823, unweighted_recall: 0.5898,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set jannis
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5437, kappa: 0.0753, kb_relative_information_score: 0.126, mean_absolute_error: 0.298, mean_prior_absolute_error: 0.3194, weighted_recall: 0.4507, number_of_instances: 83733, predictive_accuracy: 0.4507, prior_entropy: 1.5995, relative_absolute_error: 0.933, root_mean_prior_squared_error: 0.3996, root_mean_squared_error: 0.4453, root_relative_squared_error: 1.1144, unweighted_recall: 0.2778,
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 sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set MiniBooNE
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7593, f_measure: 0.8251, kappa: 0.5544, kb_relative_information_score: 0.3471, mean_absolute_error: 0.2761, mean_prior_absolute_error: 0.4037, weighted_recall: 0.8318, number_of_instances: 130064, precision: 0.8259, predictive_accuracy: 0.8318, prior_entropy: 0.8563, relative_absolute_error: 0.6838, root_mean_prior_squared_error: 0.4493, root_mean_squared_error: 0.3718, root_relative_squared_error: 0.8274, unweighted_recall: 0.7591,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set robert
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6032, kappa: 0.0668, kb_relative_information_score: 0.1003, mean_absolute_error: 0.1762, mean_prior_absolute_error: 0.18, weighted_recall: 0.1578, number_of_instances: 10000, predictive_accuracy: 0.1578, prior_entropy: 3.3214, relative_absolute_error: 0.9792, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.297, root_relative_squared_error: 0.9901, unweighted_recall: 0.162,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set numerai28.6
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5061, f_measure: 0.3989, kappa: 0.0073, kb_relative_information_score: 0.0004, mean_absolute_error: 0.4998, mean_prior_absolute_error: 0.4999, weighted_recall: 0.508, number_of_instances: 96320, precision: 0.513, predictive_accuracy: 0.508, prior_entropy: 0.9999, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4999, root_relative_squared_error: 0.9999, unweighted_recall: 0.5036,
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 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 sklearn.ensemble._weight_boosting.AdaBoostClassifier(1) on task Supervised Classification on data set segment
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8165, f_measure: 0.4939, kappa: 0.4869, kb_relative_information_score: 0.373, mean_absolute_error: 0.1864, mean_prior_absolute_error: 0.2449, weighted_recall: 0.5602, number_of_instances: 2310, precision: 0.6026, predictive_accuracy: 0.5602, prior_entropy: 2.8074, relative_absolute_error: 0.7612, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3003, root_relative_squared_error: 0.8583, unweighted_recall: 0.5602,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boosting.AdaBoostClassifier(1) on task Supervised Classification on data set car
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9367, f_measure: 0.8342, kappa: 0.6396, kb_relative_information_score: 0.5661, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.229, weighted_recall: 0.8432, number_of_instances: 1728, precision: 0.8372, predictive_accuracy: 0.8432, prior_entropy: 1.2058, relative_absolute_error: 0.5028, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.254, root_relative_squared_error: 0.7513, unweighted_recall: 0.7828,
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 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 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 Amazon_employee_access
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6998, kb_relative_information_score: -8.4835, mean_absolute_error: 0.4854, 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: 4.4492, root_mean_prior_squared_error: 0.2335, root_mean_squared_error: 0.4856, root_relative_squared_error: 2.0795, unweighted_recall: 0.5,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boosting.AdaBoostClassifier(1) on task Supervised Classification on data set bank-marketing
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9063, f_measure: 0.8842, kappa: 0.3869, kb_relative_information_score: -2.988, mean_absolute_error: 0.4833, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8967, number_of_instances: 45211, precision: 0.881, predictive_accuracy: 0.8967, prior_entropy: 0.5206, relative_absolute_error: 2.339, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.4834, root_relative_squared_error: 1.5041, unweighted_recall: 0.6578,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boosting.AdaBoostClassifier(1) on task Supervised Classification on data set blood-transfusion-service-center
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7171, f_measure: 0.7743, kappa: 0.3371, kb_relative_information_score: -0.6815, mean_absolute_error: 0.4934, mean_prior_absolute_error: 0.363, weighted_recall: 0.7981, number_of_instances: 748, precision: 0.7783, predictive_accuracy: 0.7981, prior_entropy: 0.7916, relative_absolute_error: 1.359, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4937, root_relative_squared_error: 1.1594, unweighted_recall: 0.6415,
Peng YU 5 years ago
ran flow sklearn.ensemble._weight_boosting.AdaBoostClassifier(1) on task Supervised Classification on data set cnae-9
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7387, f_measure: 0.3382, kappa: 0.3, kb_relative_information_score: 0.1862, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.1975, weighted_recall: 0.3778, number_of_instances: 1080, precision: 0.4306, predictive_accuracy: 0.3778, prior_entropy: 3.1699, relative_absolute_error: 0.8791, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.9286, unweighted_recall: 0.3778,
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.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 phoneme
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8909, f_measure: 0.813, kappa: 0.5446, kb_relative_information_score: -0.277, mean_absolute_error: 0.4765, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8151, number_of_instances: 5404, precision: 0.8118, predictive_accuracy: 0.8151, prior_entropy: 0.8732, relative_absolute_error: 1.149, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4784, root_relative_squared_error: 1.0505, unweighted_recall: 0.7665,
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 jannis
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6499, kappa: 0.2151, kb_relative_information_score: 0.1474, mean_absolute_error: 0.2915, mean_prior_absolute_error: 0.3194, weighted_recall: 0.5194, number_of_instances: 83733, predictive_accuracy: 0.5194, prior_entropy: 1.5995, relative_absolute_error: 0.9128, root_mean_prior_squared_error: 0.3996, root_mean_squared_error: 0.3819, root_relative_squared_error: 0.9556, unweighted_recall: 0.3284,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) 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 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 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,