OpenML
Supervised Classification on mfeat-karhunen

Supervised Classification on mfeat-karhunen

Task 16 Supervised Classification mfeat-karhunen 24423 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_98 study_99 under100k under1m
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24423 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9645, f_measure: 0.9008, kappa: 0.8894, kb_relative_information_score: 0.9011, mean_absolute_error: 0.0211, mean_prior_absolute_error: 0.18, weighted_recall: 0.9005, number_of_instances: 2000, precision: 0.9046, predictive_accuracy: 0.9005, prior_entropy: 3.3219, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1305, root_relative_squared_error: 0.4349, unweighted_recall: 0.9005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.957, kappa: 0.9522, kb_relative_information_score: 0.9486, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.18, weighted_recall: 0.957, number_of_instances: 2000, precision: 0.9572, predictive_accuracy: 0.957, prior_entropy: 3.3219, relative_absolute_error: 0.0739, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0829, root_relative_squared_error: 0.2763, unweighted_recall: 0.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.955, kappa: 0.95, kb_relative_information_score: 0.9565, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.18, weighted_recall: 0.955, number_of_instances: 2000, precision: 0.9553, predictive_accuracy: 0.955, prior_entropy: 3.3219, relative_absolute_error: 0.0541, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0839, root_relative_squared_error: 0.2795, unweighted_recall: 0.955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9415, kappa: 0.935, kb_relative_information_score: 0.9423, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, weighted_recall: 0.9415, number_of_instances: 2000, precision: 0.9416, predictive_accuracy: 0.9415, prior_entropy: 3.3219, relative_absolute_error: 0.0743, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0937, root_relative_squared_error: 0.3123, unweighted_recall: 0.9415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9391, kappa: 0.9322, kb_relative_information_score: 0.9392, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.18, weighted_recall: 0.939, number_of_instances: 2000, precision: 0.9396, predictive_accuracy: 0.939, prior_entropy: 3.3219, relative_absolute_error: 0.0781, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0963, root_relative_squared_error: 0.3209, unweighted_recall: 0.939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9426, kappa: 0.9361, kb_relative_information_score: 0.9423, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.18, weighted_recall: 0.9425, number_of_instances: 2000, precision: 0.9431, predictive_accuracy: 0.9425, prior_entropy: 3.3219, relative_absolute_error: 0.07, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0976, root_relative_squared_error: 0.3255, unweighted_recall: 0.9425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9496, kappa: 0.9439, kb_relative_information_score: 0.9459, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.18, weighted_recall: 0.9495, number_of_instances: 2000, precision: 0.9499, predictive_accuracy: 0.9495, prior_entropy: 3.3219, relative_absolute_error: 0.0719, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0909, root_relative_squared_error: 0.3031, unweighted_recall: 0.9495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.944, kappa: 0.9378, kb_relative_information_score: 0.945, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.18, weighted_recall: 0.944, number_of_instances: 2000, precision: 0.9442, predictive_accuracy: 0.944, prior_entropy: 3.3219, relative_absolute_error: 0.0724, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.092, root_relative_squared_error: 0.3065, unweighted_recall: 0.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.95, kappa: 0.9444, kb_relative_information_score: 0.9463, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.18, weighted_recall: 0.95, number_of_instances: 2000, precision: 0.9503, predictive_accuracy: 0.95, prior_entropy: 3.3219, relative_absolute_error: 0.0756, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0857, root_relative_squared_error: 0.2856, unweighted_recall: 0.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9356, f_measure: 0.8488, kappa: 0.8344, kb_relative_information_score: 0.8417, mean_absolute_error: 0.0344, mean_prior_absolute_error: 0.18, weighted_recall: 0.851, number_of_instances: 2000, precision: 0.8618, predictive_accuracy: 0.851, prior_entropy: 3.3219, relative_absolute_error: 0.1909, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1608, root_relative_squared_error: 0.5361, unweighted_recall: 0.851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9391, kappa: 0.9322, kb_relative_information_score: 0.9284, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.18, weighted_recall: 0.939, number_of_instances: 2000, precision: 0.9397, predictive_accuracy: 0.939, prior_entropy: 3.3219, relative_absolute_error: 0.0984, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0994, root_relative_squared_error: 0.3314, unweighted_recall: 0.939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9536, kappa: 0.9483, kb_relative_information_score: 0.9519, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.18, weighted_recall: 0.9535, number_of_instances: 2000, precision: 0.954, predictive_accuracy: 0.9535, prior_entropy: 3.3219, relative_absolute_error: 0.0669, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0822, root_relative_squared_error: 0.2739, unweighted_recall: 0.9535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9445, kappa: 0.9383, kb_relative_information_score: 0.944, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.18, weighted_recall: 0.9445, number_of_instances: 2000, precision: 0.9447, predictive_accuracy: 0.9445, prior_entropy: 3.3219, relative_absolute_error: 0.0724, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0924, root_relative_squared_error: 0.3081, unweighted_recall: 0.9445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9461, kappa: 0.94, kb_relative_information_score: 0.9369, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.18, weighted_recall: 0.946, number_of_instances: 2000, precision: 0.9466, predictive_accuracy: 0.946, prior_entropy: 3.3219, relative_absolute_error: 0.0886, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0922, root_relative_squared_error: 0.3073, unweighted_recall: 0.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9545, kappa: 0.9494, kb_relative_information_score: 0.9542, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.18, weighted_recall: 0.9545, number_of_instances: 2000, precision: 0.9547, predictive_accuracy: 0.9545, prior_entropy: 3.3219, relative_absolute_error: 0.0574, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0867, root_relative_squared_error: 0.2891, unweighted_recall: 0.9545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9555, kappa: 0.9506, kb_relative_information_score: 0.9518, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.18, weighted_recall: 0.9555, number_of_instances: 2000, precision: 0.9557, predictive_accuracy: 0.9555, prior_entropy: 3.3219, relative_absolute_error: 0.0655, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0826, root_relative_squared_error: 0.2755, unweighted_recall: 0.9555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.8999, kappa: 0.8889, kb_relative_information_score: 0.888, mean_absolute_error: 0.0259, mean_prior_absolute_error: 0.18, weighted_recall: 0.9, number_of_instances: 2000, precision: 0.8999, predictive_accuracy: 0.9, prior_entropy: 3.3219, relative_absolute_error: 0.144, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1294, root_relative_squared_error: 0.4314, unweighted_recall: 0.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.944, kappa: 0.9378, kb_relative_information_score: 0.9416, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.18, weighted_recall: 0.944, number_of_instances: 2000, precision: 0.9442, predictive_accuracy: 0.944, prior_entropy: 3.3219, relative_absolute_error: 0.0789, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0922, root_relative_squared_error: 0.3072, unweighted_recall: 0.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9456, kappa: 0.9394, kb_relative_information_score: 0.9461, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.18, weighted_recall: 0.9455, number_of_instances: 2000, precision: 0.9461, predictive_accuracy: 0.9455, prior_entropy: 3.3219, relative_absolute_error: 0.0703, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0899, root_relative_squared_error: 0.2997, unweighted_recall: 0.9455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9465, kappa: 0.9406, kb_relative_information_score: 0.9418, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.18, weighted_recall: 0.9465, number_of_instances: 2000, precision: 0.9468, predictive_accuracy: 0.9465, prior_entropy: 3.3219, relative_absolute_error: 0.08, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0907, root_relative_squared_error: 0.3024, unweighted_recall: 0.9465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9471, kappa: 0.9411, kb_relative_information_score: 0.9471, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.18, weighted_recall: 0.947, number_of_instances: 2000, precision: 0.9473, predictive_accuracy: 0.947, prior_entropy: 3.3219, relative_absolute_error: 0.0678, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0899, root_relative_squared_error: 0.2998, unweighted_recall: 0.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.951, kappa: 0.9456, kb_relative_information_score: 0.9413, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.18, weighted_recall: 0.951, number_of_instances: 2000, precision: 0.9513, predictive_accuracy: 0.951, prior_entropy: 3.3219, relative_absolute_error: 0.0858, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0872, root_relative_squared_error: 0.2907, unweighted_recall: 0.951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9471, kappa: 0.9411, kb_relative_information_score: 0.943, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.18, weighted_recall: 0.947, number_of_instances: 2000, precision: 0.9473, predictive_accuracy: 0.947, prior_entropy: 3.3219, relative_absolute_error: 0.0722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0938, root_relative_squared_error: 0.3126, unweighted_recall: 0.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9555, kappa: 0.9506, kb_relative_information_score: 0.9484, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, weighted_recall: 0.9555, number_of_instances: 2000, precision: 0.9557, predictive_accuracy: 0.9555, prior_entropy: 3.3219, relative_absolute_error: 0.073, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0839, root_relative_squared_error: 0.2797, unweighted_recall: 0.9555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9631, kappa: 0.9589, kb_relative_information_score: 0.9572, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.18, weighted_recall: 0.963, number_of_instances: 2000, precision: 0.9634, predictive_accuracy: 0.963, prior_entropy: 3.3219, relative_absolute_error: 0.0583, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0779, root_relative_squared_error: 0.2596, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9456, kappa: 0.9394, kb_relative_information_score: 0.9414, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.18, weighted_recall: 0.9455, number_of_instances: 2000, precision: 0.946, predictive_accuracy: 0.9455, prior_entropy: 3.3219, relative_absolute_error: 0.0796, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0921, root_relative_squared_error: 0.3071, unweighted_recall: 0.9455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9465, kappa: 0.9406, kb_relative_information_score: 0.9464, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.18, weighted_recall: 0.9465, number_of_instances: 2000, precision: 0.9467, predictive_accuracy: 0.9465, prior_entropy: 3.3219, relative_absolute_error: 0.0681, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.3056, unweighted_recall: 0.9465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8856, f_measure: 0.7557, kappa: 0.7233, kb_relative_information_score: 0.738, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.18, weighted_recall: 0.751, number_of_instances: 2000, precision: 0.7644, predictive_accuracy: 0.751, prior_entropy: 3.3219, relative_absolute_error: 0.3282, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2026, root_relative_squared_error: 0.6752, unweighted_recall: 0.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.944, kappa: 0.9378, kb_relative_information_score: 0.9435, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.18, weighted_recall: 0.944, number_of_instances: 2000, precision: 0.9442, predictive_accuracy: 0.944, prior_entropy: 3.3219, relative_absolute_error: 0.0701, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0946, root_relative_squared_error: 0.3152, unweighted_recall: 0.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9054, kappa: 0.895, kb_relative_information_score: 0.904, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.18, weighted_recall: 0.9055, number_of_instances: 2000, precision: 0.9057, predictive_accuracy: 0.9055, prior_entropy: 3.3219, relative_absolute_error: 0.1288, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1178, root_relative_squared_error: 0.3927, unweighted_recall: 0.9055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9445, kappa: 0.9383, kb_relative_information_score: 0.9248, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.18, weighted_recall: 0.9445, number_of_instances: 2000, precision: 0.9447, predictive_accuracy: 0.9445, prior_entropy: 3.3219, relative_absolute_error: 0.1209, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0907, root_relative_squared_error: 0.3022, unweighted_recall: 0.9445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9177, kappa: 0.9083, kb_relative_information_score: 0.9185, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.18, weighted_recall: 0.9175, number_of_instances: 2000, precision: 0.9183, predictive_accuracy: 0.9175, prior_entropy: 3.3219, relative_absolute_error: 0.096, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1174, root_relative_squared_error: 0.3913, unweighted_recall: 0.9175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9545, kappa: 0.9494, kb_relative_information_score: 0.9343, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.18, weighted_recall: 0.9545, number_of_instances: 2000, precision: 0.9549, predictive_accuracy: 0.9545, prior_entropy: 3.3219, relative_absolute_error: 0.103, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0871, root_relative_squared_error: 0.2904, unweighted_recall: 0.9545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.952, kappa: 0.9467, kb_relative_information_score: 0.9478, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.18, weighted_recall: 0.952, number_of_instances: 2000, precision: 0.9522, predictive_accuracy: 0.952, prior_entropy: 3.3219, relative_absolute_error: 0.0664, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0901, root_relative_squared_error: 0.3003, unweighted_recall: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9455, kappa: 0.9394, kb_relative_information_score: 0.9359, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.18, weighted_recall: 0.9455, number_of_instances: 2000, precision: 0.9458, predictive_accuracy: 0.9455, prior_entropy: 3.3219, relative_absolute_error: 0.0926, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0906, root_relative_squared_error: 0.3018, unweighted_recall: 0.9455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9472, kappa: 0.9411, kb_relative_information_score: 0.946, mean_absolute_error: 0.0112, mean_prior_absolute_error: 0.18, weighted_recall: 0.947, number_of_instances: 2000, precision: 0.9476, predictive_accuracy: 0.947, prior_entropy: 3.3219, relative_absolute_error: 0.0624, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0966, root_relative_squared_error: 0.322, unweighted_recall: 0.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.939, kappa: 0.9322, kb_relative_information_score: 0.9382, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.18, weighted_recall: 0.939, number_of_instances: 2000, precision: 0.9392, predictive_accuracy: 0.939, prior_entropy: 3.3219, relative_absolute_error: 0.0805, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0974, root_relative_squared_error: 0.3247, unweighted_recall: 0.939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9536, kappa: 0.9483, kb_relative_information_score: 0.9508, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.18, weighted_recall: 0.9535, number_of_instances: 2000, precision: 0.9537, predictive_accuracy: 0.9535, prior_entropy: 3.3219, relative_absolute_error: 0.0645, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0863, root_relative_squared_error: 0.2878, unweighted_recall: 0.9535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.953, kappa: 0.9478, kb_relative_information_score: 0.9521, mean_absolute_error: 0.0112, mean_prior_absolute_error: 0.18, weighted_recall: 0.953, number_of_instances: 2000, precision: 0.9532, predictive_accuracy: 0.953, prior_entropy: 3.3219, relative_absolute_error: 0.062, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0846, root_relative_squared_error: 0.282, unweighted_recall: 0.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9515, kappa: 0.9461, kb_relative_information_score: 0.9406, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.18, weighted_recall: 0.9515, number_of_instances: 2000, precision: 0.9518, predictive_accuracy: 0.9515, prior_entropy: 3.3219, relative_absolute_error: 0.0863, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0881, root_relative_squared_error: 0.2936, unweighted_recall: 0.9515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9456, kappa: 0.9394, kb_relative_information_score: 0.9476, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.18, weighted_recall: 0.9455, number_of_instances: 2000, precision: 0.9459, predictive_accuracy: 0.9455, prior_entropy: 3.3219, relative_absolute_error: 0.0643, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0918, root_relative_squared_error: 0.3059, unweighted_recall: 0.9455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9474, kappa: 0.9417, kb_relative_information_score: 0.9476, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.18, weighted_recall: 0.9475, number_of_instances: 2000, precision: 0.9476, predictive_accuracy: 0.9475, prior_entropy: 3.3219, relative_absolute_error: 0.0637, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0929, root_relative_squared_error: 0.3096, unweighted_recall: 0.9475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9436, kappa: 0.9372, kb_relative_information_score: 0.9465, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.18, weighted_recall: 0.9435, number_of_instances: 2000, precision: 0.9441, predictive_accuracy: 0.9435, prior_entropy: 3.3219, relative_absolute_error: 0.0709, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.2969, unweighted_recall: 0.9435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9401, kappa: 0.9333, kb_relative_information_score: 0.9344, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.18, weighted_recall: 0.94, number_of_instances: 2000, precision: 0.9403, predictive_accuracy: 0.94, prior_entropy: 3.3219, relative_absolute_error: 0.0943, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0935, root_relative_squared_error: 0.3117, unweighted_recall: 0.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9545, kappa: 0.9494, kb_relative_information_score: 0.9463, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.18, weighted_recall: 0.9545, number_of_instances: 2000, precision: 0.9547, predictive_accuracy: 0.9545, prior_entropy: 3.3219, relative_absolute_error: 0.0757, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0846, root_relative_squared_error: 0.282, unweighted_recall: 0.9545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8758, f_measure: 0.7668, kappa: 0.7483, kb_relative_information_score: 0.7624, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.18, weighted_recall: 0.7735, number_of_instances: 2000, precision: 0.7873, predictive_accuracy: 0.7735, prior_entropy: 3.3219, relative_absolute_error: 0.2865, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1994, root_relative_squared_error: 0.6647, unweighted_recall: 0.7735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9515, kappa: 0.9461, kb_relative_information_score: 0.9484, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.18, weighted_recall: 0.9515, number_of_instances: 2000, precision: 0.9519, predictive_accuracy: 0.9515, prior_entropy: 3.3219, relative_absolute_error: 0.0664, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0882, root_relative_squared_error: 0.294, unweighted_recall: 0.9515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9521, kappa: 0.9467, kb_relative_information_score: 0.95, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.18, weighted_recall: 0.952, number_of_instances: 2000, precision: 0.9523, predictive_accuracy: 0.952, prior_entropy: 3.3219, relative_absolute_error: 0.0673, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0866, root_relative_squared_error: 0.2888, unweighted_recall: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9325, kappa: 0.925, kb_relative_information_score: 0.8734, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.18, weighted_recall: 0.9325, number_of_instances: 2000, precision: 0.9327, predictive_accuracy: 0.9325, prior_entropy: 3.3219, relative_absolute_error: 0.2149, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1107, root_relative_squared_error: 0.3691, unweighted_recall: 0.9325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9475, kappa: 0.9417, kb_relative_information_score: 0.9482, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.18, weighted_recall: 0.9475, number_of_instances: 2000, precision: 0.9478, predictive_accuracy: 0.9475, prior_entropy: 3.3219, relative_absolute_error: 0.0626, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0919, root_relative_squared_error: 0.3062, unweighted_recall: 0.9475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.764, f_measure: 0.6716, kappa: 0.6317, kb_relative_information_score: 0.6569, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.18, weighted_recall: 0.6685, number_of_instances: 2000, precision: 0.6847, predictive_accuracy: 0.6685, prior_entropy: 3.3219, relative_absolute_error: 0.3705, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2539, root_relative_squared_error: 0.8465, unweighted_recall: 0.6685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9526, kappa: 0.9472, kb_relative_information_score: 0.9451, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.18, weighted_recall: 0.9525, number_of_instances: 2000, precision: 0.9529, predictive_accuracy: 0.9525, prior_entropy: 3.3219, relative_absolute_error: 0.0786, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0857, root_relative_squared_error: 0.2857, unweighted_recall: 0.9525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9515, kappa: 0.9461, kb_relative_information_score: 0.9506, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.18, weighted_recall: 0.9515, number_of_instances: 2000, precision: 0.9516, predictive_accuracy: 0.9515, prior_entropy: 3.3219, relative_absolute_error: 0.0653, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0861, root_relative_squared_error: 0.2869, unweighted_recall: 0.9515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.7399, kappa: 0.7122, kb_relative_information_score: 0.7343, mean_absolute_error: 0.0618, mean_prior_absolute_error: 0.18, weighted_recall: 0.741, number_of_instances: 2000, precision: 0.7405, predictive_accuracy: 0.741, prior_entropy: 3.3219, relative_absolute_error: 0.3435, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1938, root_relative_squared_error: 0.6461, unweighted_recall: 0.741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9242, f_measure: 0.7243, kappa: 0.6944, kb_relative_information_score: 0.724, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.18, weighted_recall: 0.725, number_of_instances: 2000, precision: 0.7248, predictive_accuracy: 0.725, prior_entropy: 3.3219, relative_absolute_error: 0.3567, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.6624, unweighted_recall: 0.725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6396, kappa: 0.0972, kb_relative_information_score: 0.1665, mean_absolute_error: 0.1671, mean_prior_absolute_error: 0.18, weighted_recall: 0.1875, number_of_instances: 2000, predictive_accuracy: 0.1875, prior_entropy: 3.3219, relative_absolute_error: 0.9285, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2892, root_relative_squared_error: 0.964, unweighted_recall: 0.1875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9143, kappa: 0.905, kb_relative_information_score: 0.7875, mean_absolute_error: 0.0651, mean_prior_absolute_error: 0.18, weighted_recall: 0.9145, number_of_instances: 2000, precision: 0.915, predictive_accuracy: 0.9145, prior_entropy: 3.3219, relative_absolute_error: 0.3614, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1491, root_relative_squared_error: 0.497, unweighted_recall: 0.9145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9353, kappa: 0.9278, kb_relative_information_score: 0.9355, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.18, weighted_recall: 0.935, number_of_instances: 2000, precision: 0.9371, predictive_accuracy: 0.935, prior_entropy: 3.3219, relative_absolute_error: 0.0757, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1056, root_relative_squared_error: 0.3519, unweighted_recall: 0.935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9083, kappa: 0.8983, kb_relative_information_score: 0.7906, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.18, weighted_recall: 0.9085, number_of_instances: 2000, precision: 0.9099, predictive_accuracy: 0.9085, prior_entropy: 3.3219, relative_absolute_error: 0.3547, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.148, root_relative_squared_error: 0.4935, unweighted_recall: 0.9085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.835, f_measure: 0.7035, kappa: 0.67, kb_relative_information_score: 0.6894, mean_absolute_error: 0.0594, mean_prior_absolute_error: 0.18, weighted_recall: 0.703, number_of_instances: 2000, precision: 0.7121, predictive_accuracy: 0.703, prior_entropy: 3.3219, relative_absolute_error: 0.33, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2437, root_relative_squared_error: 0.8124, usercpu_time_millis: 1.09, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 1.02, unweighted_recall: 0.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.975, kappa: 0.9722, kb_relative_information_score: 0.9466, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.18, weighted_recall: 0.975, number_of_instances: 2000, precision: 0.9751, predictive_accuracy: 0.975, prior_entropy: 3.3219, relative_absolute_error: 0.0962, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0688, root_relative_squared_error: 0.2294, unweighted_recall: 0.975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9128, kappa: 0.8922, kb_relative_information_score: 0.8194, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.18, weighted_recall: 0.903, number_of_instances: 2000, precision: 0.9414, predictive_accuracy: 0.903, prior_entropy: 3.3219, relative_absolute_error: 0.2614, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1331, root_relative_squared_error: 0.4436, unweighted_recall: 0.903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9356, f_measure: 0.7051, kappa: 0.6611, kb_relative_information_score: 0.585, mean_absolute_error: 0.1073, mean_prior_absolute_error: 0.18, weighted_recall: 0.695, number_of_instances: 2000, precision: 0.7332, predictive_accuracy: 0.695, prior_entropy: 3.3219, relative_absolute_error: 0.5961, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.7153, unweighted_recall: 0.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9615, kappa: 0.9572, kb_relative_information_score: 0.9247, mean_absolute_error: 0.0235, mean_prior_absolute_error: 0.18, weighted_recall: 0.9615, number_of_instances: 2000, precision: 0.9617, predictive_accuracy: 0.9615, prior_entropy: 3.3219, relative_absolute_error: 0.1306, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.2844, unweighted_recall: 0.9615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9656, kappa: 0.9617, kb_relative_information_score: 0.9338, mean_absolute_error: 0.0211, mean_prior_absolute_error: 0.18, weighted_recall: 0.9655, number_of_instances: 2000, precision: 0.9659, predictive_accuracy: 0.9655, prior_entropy: 3.3219, relative_absolute_error: 0.1173, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.078, root_relative_squared_error: 0.26, unweighted_recall: 0.9655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.7912, kappa: 0.7139, kb_relative_information_score: 0.4126, mean_absolute_error: 0.1305, mean_prior_absolute_error: 0.18, weighted_recall: 0.7425, number_of_instances: 2000, precision: 0.9255, predictive_accuracy: 0.7425, prior_entropy: 3.3219, relative_absolute_error: 0.7249, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.24, root_relative_squared_error: 0.7998, unweighted_recall: 0.7425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9471, kappa: 0.9383, kb_relative_information_score: 0.9013, mean_absolute_error: 0.0269, mean_prior_absolute_error: 0.18, weighted_recall: 0.9445, number_of_instances: 2000, precision: 0.9556, predictive_accuracy: 0.9445, prior_entropy: 3.3219, relative_absolute_error: 0.1494, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0981, root_relative_squared_error: 0.327, unweighted_recall: 0.9445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.974, kappa: 0.9711, kb_relative_information_score: 0.9498, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.18, weighted_recall: 0.974, number_of_instances: 2000, precision: 0.9741, predictive_accuracy: 0.974, prior_entropy: 3.3219, relative_absolute_error: 0.0872, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0682, root_relative_squared_error: 0.2275, unweighted_recall: 0.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.968, kappa: 0.9644, kb_relative_information_score: 0.9421, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.18, weighted_recall: 0.968, number_of_instances: 2000, precision: 0.9682, predictive_accuracy: 0.968, prior_entropy: 3.3219, relative_absolute_error: 0.0998, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0735, root_relative_squared_error: 0.2449, unweighted_recall: 0.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9755, kappa: 0.9728, kb_relative_information_score: 0.9473, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.18, weighted_recall: 0.9755, number_of_instances: 2000, precision: 0.9756, predictive_accuracy: 0.9755, prior_entropy: 3.3219, relative_absolute_error: 0.095, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0682, root_relative_squared_error: 0.2274, unweighted_recall: 0.9755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9656, kappa: 0.9617, kb_relative_information_score: 0.9309, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.18, weighted_recall: 0.9655, number_of_instances: 2000, precision: 0.9658, predictive_accuracy: 0.9655, prior_entropy: 3.3219, relative_absolute_error: 0.1218, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0804, root_relative_squared_error: 0.2679, unweighted_recall: 0.9655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9736, kappa: 0.9706, kb_relative_information_score: 0.9447, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.18, weighted_recall: 0.9735, number_of_instances: 2000, precision: 0.9738, predictive_accuracy: 0.9735, prior_entropy: 3.3219, relative_absolute_error: 0.094, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0721, root_relative_squared_error: 0.2402, unweighted_recall: 0.9735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9585, kappa: 0.9539, kb_relative_information_score: 0.9247, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.18, weighted_recall: 0.9585, number_of_instances: 2000, precision: 0.9587, predictive_accuracy: 0.9585, prior_entropy: 3.3219, relative_absolute_error: 0.1261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0878, root_relative_squared_error: 0.2926, unweighted_recall: 0.9585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.8267, kappa: 0.7661, kb_relative_information_score: 0.5666, mean_absolute_error: 0.1027, mean_prior_absolute_error: 0.18, weighted_recall: 0.7895, number_of_instances: 2000, precision: 0.9267, predictive_accuracy: 0.7895, prior_entropy: 3.3219, relative_absolute_error: 0.5703, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2067, root_relative_squared_error: 0.689, unweighted_recall: 0.7895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9241, kappa: 0.9156, kb_relative_information_score: 0.9163, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.18, weighted_recall: 0.924, number_of_instances: 2000, precision: 0.9244, predictive_accuracy: 0.924, prior_entropy: 3.3219, relative_absolute_error: 0.1177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1168, root_relative_squared_error: 0.3894, unweighted_recall: 0.924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9197, kappa: 0.9106, kb_relative_information_score: 0.9128, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.18, weighted_recall: 0.9195, number_of_instances: 2000, precision: 0.9201, predictive_accuracy: 0.9195, prior_entropy: 3.3219, relative_absolute_error: 0.1232, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1199, root_relative_squared_error: 0.3998, unweighted_recall: 0.9195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9465, kappa: 0.9406, kb_relative_information_score: 0.9297, mean_absolute_error: 0.0202, mean_prior_absolute_error: 0.18, weighted_recall: 0.9465, number_of_instances: 2000, precision: 0.9465, predictive_accuracy: 0.9465, prior_entropy: 3.3219, relative_absolute_error: 0.1122, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.098, root_relative_squared_error: 0.3266, unweighted_recall: 0.9465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.943, kappa: 0.9367, kb_relative_information_score: 0.9265, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.18, weighted_recall: 0.943, number_of_instances: 2000, precision: 0.9431, predictive_accuracy: 0.943, prior_entropy: 3.3219, relative_absolute_error: 0.1151, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1024, root_relative_squared_error: 0.3414, unweighted_recall: 0.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9267, kappa: 0.9183, kb_relative_information_score: 0.9167, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.18, weighted_recall: 0.9265, number_of_instances: 2000, precision: 0.927, predictive_accuracy: 0.9265, prior_entropy: 3.3219, relative_absolute_error: 0.1178, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1165, root_relative_squared_error: 0.3883, unweighted_recall: 0.9265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9308, kappa: 0.9233, kb_relative_information_score: 0.5626, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.18, weighted_recall: 0.931, number_of_instances: 2000, precision: 0.9318, predictive_accuracy: 0.931, prior_entropy: 3.3219, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.7114, unweighted_recall: 0.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9524, kappa: 0.9472, kb_relative_information_score: 0.9006, mean_absolute_error: 0.0333, mean_prior_absolute_error: 0.18, weighted_recall: 0.9525, number_of_instances: 2000, precision: 0.9528, predictive_accuracy: 0.9525, prior_entropy: 3.3219, relative_absolute_error: 0.1853, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0973, root_relative_squared_error: 0.3244, unweighted_recall: 0.9525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.947, kappa: 0.9411, kb_relative_information_score: 0.8501, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.18, weighted_recall: 0.947, number_of_instances: 2000, precision: 0.9476, predictive_accuracy: 0.947, prior_entropy: 3.3219, relative_absolute_error: 0.2856, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1162, root_relative_squared_error: 0.3874, unweighted_recall: 0.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9241, kappa: 0.9156, kb_relative_information_score: 0.9163, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.18, weighted_recall: 0.924, number_of_instances: 2000, precision: 0.9244, predictive_accuracy: 0.924, prior_entropy: 3.3219, relative_absolute_error: 0.1177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1168, root_relative_squared_error: 0.3894, unweighted_recall: 0.924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9529, kappa: 0.9478, kb_relative_information_score: 0.9092, mean_absolute_error: 0.0296, mean_prior_absolute_error: 0.18, weighted_recall: 0.953, number_of_instances: 2000, precision: 0.9531, predictive_accuracy: 0.953, prior_entropy: 3.3219, relative_absolute_error: 0.1647, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0975, root_relative_squared_error: 0.3251, unweighted_recall: 0.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9339, kappa: 0.9267, kb_relative_information_score: 0.9233, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.18, weighted_recall: 0.934, number_of_instances: 2000, precision: 0.934, predictive_accuracy: 0.934, prior_entropy: 3.3219, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1099, root_relative_squared_error: 0.3663, unweighted_recall: 0.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.933, kappa: 0.9256, kb_relative_information_score: 0.9226, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.18, weighted_recall: 0.933, number_of_instances: 2000, precision: 0.9332, predictive_accuracy: 0.933, prior_entropy: 3.3219, relative_absolute_error: 0.1132, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1104, root_relative_squared_error: 0.368, unweighted_recall: 0.933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9197, kappa: 0.9106, kb_relative_information_score: 0.9128, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.18, weighted_recall: 0.9195, number_of_instances: 2000, precision: 0.9201, predictive_accuracy: 0.9195, prior_entropy: 3.3219, relative_absolute_error: 0.1232, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1199, root_relative_squared_error: 0.3998, unweighted_recall: 0.9195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.954, kappa: 0.9489, kb_relative_information_score: 0.9286, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.18, weighted_recall: 0.954, number_of_instances: 2000, precision: 0.954, predictive_accuracy: 0.954, prior_entropy: 3.3219, relative_absolute_error: 0.1206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0932, root_relative_squared_error: 0.3107, unweighted_recall: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9105, kappa: 0.9011, kb_relative_information_score: 0.4735, mean_absolute_error: 0.1375, mean_prior_absolute_error: 0.18, weighted_recall: 0.911, number_of_instances: 2000, precision: 0.9122, predictive_accuracy: 0.911, prior_entropy: 3.3219, relative_absolute_error: 0.7642, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.234, root_relative_squared_error: 0.7798, unweighted_recall: 0.911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9455, kappa: 0.9394, kb_relative_information_score: 0.9301, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.18, weighted_recall: 0.9455, number_of_instances: 2000, precision: 0.9455, predictive_accuracy: 0.9455, prior_entropy: 3.3219, relative_absolute_error: 0.1087, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1008, root_relative_squared_error: 0.336, unweighted_recall: 0.9455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9399, kappa: 0.9333, kb_relative_information_score: 0.7923, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.18, weighted_recall: 0.94, number_of_instances: 2000, precision: 0.9401, predictive_accuracy: 0.94, prior_entropy: 3.3219, relative_absolute_error: 0.3853, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1379, root_relative_squared_error: 0.4597, unweighted_recall: 0.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9529, kappa: 0.9478, kb_relative_information_score: 0.9088, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.18, weighted_recall: 0.953, number_of_instances: 2000, precision: 0.9531, predictive_accuracy: 0.953, prior_entropy: 3.3219, relative_absolute_error: 0.1656, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0976, root_relative_squared_error: 0.3254, unweighted_recall: 0.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9197, kappa: 0.9106, kb_relative_information_score: 0.9128, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.18, weighted_recall: 0.9195, number_of_instances: 2000, precision: 0.9201, predictive_accuracy: 0.9195, prior_entropy: 3.3219, relative_absolute_error: 0.1232, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1199, root_relative_squared_error: 0.3998, unweighted_recall: 0.9195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.943, kappa: 0.9367, kb_relative_information_score: 0.9434, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.18, weighted_recall: 0.943, number_of_instances: 2000, precision: 0.9432, predictive_accuracy: 0.943, prior_entropy: 3.3219, relative_absolute_error: 0.0733, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.3174, unweighted_recall: 0.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9485, kappa: 0.9428, kb_relative_information_score: 0.9432, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.18, weighted_recall: 0.9485, number_of_instances: 2000, precision: 0.9489, predictive_accuracy: 0.9485, prior_entropy: 3.3219, relative_absolute_error: 0.0832, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0886, root_relative_squared_error: 0.2953, unweighted_recall: 0.9485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.944, kappa: 0.9378, kb_relative_information_score: 0.8343, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.18, weighted_recall: 0.944, number_of_instances: 2000, precision: 0.9442, predictive_accuracy: 0.944, prior_entropy: 3.3219, relative_absolute_error: 0.3018, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1215, root_relative_squared_error: 0.4051, unweighted_recall: 0.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.953, kappa: 0.9478, kb_relative_information_score: 0.9258, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.18, weighted_recall: 0.953, number_of_instances: 2000, precision: 0.9533, predictive_accuracy: 0.953, prior_entropy: 3.3219, relative_absolute_error: 0.129, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0871, root_relative_squared_error: 0.2902, unweighted_recall: 0.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9105, kappa: 0.9011, kb_relative_information_score: 0.4735, mean_absolute_error: 0.1375, mean_prior_absolute_error: 0.18, weighted_recall: 0.911, number_of_instances: 2000, precision: 0.9122, predictive_accuracy: 0.911, prior_entropy: 3.3219, relative_absolute_error: 0.7642, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.234, root_relative_squared_error: 0.7798, unweighted_recall: 0.911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9529, kappa: 0.9478, kb_relative_information_score: 0.9088, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.18, weighted_recall: 0.953, number_of_instances: 2000, precision: 0.9531, predictive_accuracy: 0.953, prior_entropy: 3.3219, relative_absolute_error: 0.1656, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0976, root_relative_squared_error: 0.3254, unweighted_recall: 0.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9529, kappa: 0.9478, kb_relative_information_score: 0.9088, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.18, weighted_recall: 0.953, number_of_instances: 2000, precision: 0.9531, predictive_accuracy: 0.953, prior_entropy: 3.3219, relative_absolute_error: 0.1656, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0976, root_relative_squared_error: 0.3254, unweighted_recall: 0.953,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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Use one of our APIs to download data from OpenML and upload your results

OpenML APIs