OpenML
Supervised Classification on diabetes

Supervised Classification on diabetes

Task 37 Supervised Classification diabetes 133465 runs submitted
0 likes downloaded by 10 people , 13 total downloads 0 issues
Visibility: Public
  • at2 basic mythbusting mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_29 study_30 study_41 study_7 study_70 study_73 study_98 study_99 under100k under1m
Issue #Downvotes for this reason By


Metric:

133465 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7208, f_measure: 0.6547, kappa: 0.222, kb_relative_information_score: 0.1351, mean_absolute_error: 0.3932, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6771, number_of_instances: 768, precision: 0.6575, predictive_accuracy: 0.6771, prior_entropy: 0.9331, relative_absolute_error: 0.8652, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.9383, unweighted_recall: 0.6014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6767, f_measure: 0.5313, kappa: 0.0122, kb_relative_information_score: 0.0286, mean_absolute_error: 0.439, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6471, number_of_instances: 768, precision: 0.5749, predictive_accuracy: 0.6471, prior_entropy: 0.9331, relative_absolute_error: 0.9658, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4674, root_relative_squared_error: 0.9806, unweighted_recall: 0.5048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7233, f_measure: 0.672, kappa: 0.261, kb_relative_information_score: 0.142, mean_absolute_error: 0.3907, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6927, number_of_instances: 768, precision: 0.6766, predictive_accuracy: 0.6927, prior_entropy: 0.9331, relative_absolute_error: 0.8597, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4442, root_relative_squared_error: 0.9319, unweighted_recall: 0.6194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7634, f_measure: 0.6898, kappa: 0.3012, kb_relative_information_score: 0.18, mean_absolute_error: 0.379, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7083, number_of_instances: 768, precision: 0.6954, predictive_accuracy: 0.7083, prior_entropy: 0.9331, relative_absolute_error: 0.8338, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4314, root_relative_squared_error: 0.9051, unweighted_recall: 0.6384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7209, f_measure: 0.6555, kappa: 0.224, kb_relative_information_score: 0.1375, mean_absolute_error: 0.3923, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6758, number_of_instances: 768, precision: 0.6567, predictive_accuracy: 0.6758, prior_entropy: 0.9331, relative_absolute_error: 0.8631, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4464, root_relative_squared_error: 0.9366, unweighted_recall: 0.603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7243, f_measure: 0.5585, kappa: 0.0647, kb_relative_information_score: 0.0475, mean_absolute_error: 0.4374, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6641, number_of_instances: 768, precision: 0.6733, predictive_accuracy: 0.6641, prior_entropy: 0.9331, relative_absolute_error: 0.9624, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4638, root_relative_squared_error: 0.973, unweighted_recall: 0.5256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8259, f_measure: 0.7607, kappa: 0.4625, kb_relative_information_score: 0.3179, mean_absolute_error: 0.3174, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7695, number_of_instances: 768, precision: 0.7643, predictive_accuracy: 0.7695, prior_entropy: 0.9331, relative_absolute_error: 0.6984, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3986, root_relative_squared_error: 0.8362, unweighted_recall: 0.7183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8282, f_measure: 0.763, kappa: 0.4676, kb_relative_information_score: 0.3182, mean_absolute_error: 0.3175, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7721, number_of_instances: 768, precision: 0.7673, predictive_accuracy: 0.7721, prior_entropy: 0.9331, relative_absolute_error: 0.6987, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3977, root_relative_squared_error: 0.8344, unweighted_recall: 0.7203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8298, f_measure: 0.7654, kappa: 0.4727, kb_relative_information_score: 0.321, mean_absolute_error: 0.3162, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7747, number_of_instances: 768, precision: 0.7704, predictive_accuracy: 0.7747, prior_entropy: 0.9331, relative_absolute_error: 0.6958, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3966, root_relative_squared_error: 0.832, unweighted_recall: 0.7223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7103, f_measure: 0.554, kappa: 0.058, kb_relative_information_score: 0.0516, mean_absolute_error: 0.4319, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6628, number_of_instances: 768, precision: 0.6736, predictive_accuracy: 0.6628, prior_entropy: 0.9331, relative_absolute_error: 0.9503, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4628, root_relative_squared_error: 0.971, unweighted_recall: 0.5229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7854, f_measure: 0.6986, kappa: 0.3209, kb_relative_information_score: 0.1892, mean_absolute_error: 0.377, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7214, number_of_instances: 768, precision: 0.7125, predictive_accuracy: 0.7214, prior_entropy: 0.9331, relative_absolute_error: 0.8294, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4272, root_relative_squared_error: 0.8963, unweighted_recall: 0.6449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8049, f_measure: 0.7343, kappa: 0.4024, kb_relative_information_score: 0.2543, mean_absolute_error: 0.3477, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7461, number_of_instances: 768, precision: 0.7387, predictive_accuracy: 0.7461, prior_entropy: 0.9331, relative_absolute_error: 0.7651, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4122, root_relative_squared_error: 0.8649, unweighted_recall: 0.6881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8281, f_measure: 0.763, kappa: 0.4676, kb_relative_information_score: 0.3188, mean_absolute_error: 0.3172, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7721, number_of_instances: 768, precision: 0.7673, predictive_accuracy: 0.7721, prior_entropy: 0.9331, relative_absolute_error: 0.6979, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3976, root_relative_squared_error: 0.8341, unweighted_recall: 0.7203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8286, f_measure: 0.7596, kappa: 0.4596, kb_relative_information_score: 0.3216, mean_absolute_error: 0.3159, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7695, number_of_instances: 768, precision: 0.7647, predictive_accuracy: 0.7695, prior_entropy: 0.9331, relative_absolute_error: 0.695, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.397, root_relative_squared_error: 0.8329, unweighted_recall: 0.7157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7141, f_measure: 0.6668, kappa: 0.2515, kb_relative_information_score: 0.1283, mean_absolute_error: 0.3996, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7005, number_of_instances: 768, precision: 0.6888, predictive_accuracy: 0.7005, prior_entropy: 0.9331, relative_absolute_error: 0.8793, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4456, root_relative_squared_error: 0.9349, unweighted_recall: 0.6107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6928, f_measure: 0.6496, kappa: 0.2254, kb_relative_information_score: 0.1206, mean_absolute_error: 0.4038, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7044, number_of_instances: 768, precision: 0.7159, predictive_accuracy: 0.7044, prior_entropy: 0.9331, relative_absolute_error: 0.8886, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.9383, unweighted_recall: 0.5947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6918, f_measure: 0.6184, kappa: 0.1515, kb_relative_information_score: 0.1085, mean_absolute_error: 0.4066, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6719, number_of_instances: 768, precision: 0.6492, predictive_accuracy: 0.6719, prior_entropy: 0.9331, relative_absolute_error: 0.8947, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4527, root_relative_squared_error: 0.9498, unweighted_recall: 0.5645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7176, f_measure: 0.6786, kappa: 0.2762, kb_relative_information_score: 0.1372, mean_absolute_error: 0.3948, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7044, number_of_instances: 768, precision: 0.6914, predictive_accuracy: 0.7044, prior_entropy: 0.9331, relative_absolute_error: 0.8686, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4445, root_relative_squared_error: 0.9325, unweighted_recall: 0.6241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8282, f_measure: 0.7654, kappa: 0.4727, kb_relative_information_score: 0.3182, mean_absolute_error: 0.3176, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7747, number_of_instances: 768, precision: 0.7704, predictive_accuracy: 0.7747, prior_entropy: 0.9331, relative_absolute_error: 0.6987, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.834, unweighted_recall: 0.7223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8252, f_measure: 0.7508, kappa: 0.4385, kb_relative_information_score: 0.2953, mean_absolute_error: 0.3291, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7656, number_of_instances: 768, precision: 0.7636, predictive_accuracy: 0.7656, prior_entropy: 0.9331, relative_absolute_error: 0.7241, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4023, root_relative_squared_error: 0.844, unweighted_recall: 0.7014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7291, f_measure: 0.661, kappa: 0.241, kb_relative_information_score: 0.1252, mean_absolute_error: 0.4027, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7005, number_of_instances: 768, precision: 0.692, predictive_accuracy: 0.7005, prior_entropy: 0.9331, relative_absolute_error: 0.8861, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4441, root_relative_squared_error: 0.9318, unweighted_recall: 0.6047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8337, f_measure: 0.7646, kappa: 0.4708, kb_relative_information_score: 0.3244, mean_absolute_error: 0.3152, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7747, number_of_instances: 768, precision: 0.7708, predictive_accuracy: 0.7747, prior_entropy: 0.9331, relative_absolute_error: 0.6934, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3947, root_relative_squared_error: 0.8281, unweighted_recall: 0.7205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7113, f_measure: 0.6251, kappa: 0.17, kb_relative_information_score: 0.0989, mean_absolute_error: 0.4143, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6823, number_of_instances: 768, precision: 0.6709, predictive_accuracy: 0.6823, prior_entropy: 0.9331, relative_absolute_error: 0.9116, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4513, root_relative_squared_error: 0.9469, unweighted_recall: 0.5716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8274, f_measure: 0.7529, kappa: 0.4518, kb_relative_information_score: 0.3219, mean_absolute_error: 0.3132, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7552, number_of_instances: 768, precision: 0.7516, predictive_accuracy: 0.7552, prior_entropy: 0.9331, relative_absolute_error: 0.6892, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4008, root_relative_squared_error: 0.8409, unweighted_recall: 0.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6796, f_measure: 0.6099, kappa: 0.1244, kb_relative_information_score: 0.0688, mean_absolute_error: 0.4239, mean_prior_absolute_error: 0.4545, weighted_recall: 0.651, number_of_instances: 768, precision: 0.6176, predictive_accuracy: 0.651, prior_entropy: 0.9331, relative_absolute_error: 0.9327, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4656, root_relative_squared_error: 0.9768, unweighted_recall: 0.5545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8272, f_measure: 0.7564, kappa: 0.4591, kb_relative_information_score: 0.3217, mean_absolute_error: 0.3134, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7552, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.6897, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4007, root_relative_squared_error: 0.8406, unweighted_recall: 0.725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8291, f_measure: 0.761, kappa: 0.4666, kb_relative_information_score: 0.3236, mean_absolute_error: 0.3136, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7656, number_of_instances: 768, precision: 0.7604, predictive_accuracy: 0.7656, prior_entropy: 0.9331, relative_absolute_error: 0.6901, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3989, root_relative_squared_error: 0.8369, unweighted_recall: 0.7256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8302, f_measure: 0.7638, kappa: 0.4692, kb_relative_information_score: 0.3214, mean_absolute_error: 0.3161, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7734, number_of_instances: 768, precision: 0.769, predictive_accuracy: 0.7734, prior_entropy: 0.9331, relative_absolute_error: 0.6955, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3965, root_relative_squared_error: 0.8318, unweighted_recall: 0.7204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7523, f_measure: 0.6803, kappa: 0.2795, kb_relative_information_score: 0.1616, mean_absolute_error: 0.3871, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7018, number_of_instances: 768, precision: 0.6875, predictive_accuracy: 0.7018, prior_entropy: 0.9331, relative_absolute_error: 0.8517, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4354, root_relative_squared_error: 0.9135, unweighted_recall: 0.6273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7177, f_measure: 0.5728, kappa: 0.0544, kb_relative_information_score: 0.1036, mean_absolute_error: 0.4046, mean_prior_absolute_error: 0.4545, weighted_recall: 0.638, number_of_instances: 768, precision: 0.5857, predictive_accuracy: 0.638, prior_entropy: 0.9331, relative_absolute_error: 0.8903, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4527, root_relative_squared_error: 0.9497, unweighted_recall: 0.5229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7207, f_measure: 0.6522, kappa: 0.2163, kb_relative_information_score: 0.1367, mean_absolute_error: 0.3926, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6732, number_of_instances: 768, precision: 0.6534, predictive_accuracy: 0.6732, prior_entropy: 0.9331, relative_absolute_error: 0.8638, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4468, root_relative_squared_error: 0.9373, unweighted_recall: 0.5992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7994, f_measure: 0.7272, kappa: 0.3853, kb_relative_information_score: 0.2321, mean_absolute_error: 0.3579, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7461, number_of_instances: 768, precision: 0.7422, predictive_accuracy: 0.7461, prior_entropy: 0.9331, relative_absolute_error: 0.7874, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4172, root_relative_squared_error: 0.8753, unweighted_recall: 0.6751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8015, f_measure: 0.7332, kappa: 0.3988, kb_relative_information_score: 0.2394, mean_absolute_error: 0.3545, mean_prior_absolute_error: 0.4545, weighted_recall: 0.75, number_of_instances: 768, precision: 0.7457, predictive_accuracy: 0.75, prior_entropy: 0.9331, relative_absolute_error: 0.78, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4156, root_relative_squared_error: 0.8719, unweighted_recall: 0.6825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8293, f_measure: 0.7617, kappa: 0.4655, kb_relative_information_score: 0.3249, mean_absolute_error: 0.3136, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7695, number_of_instances: 768, precision: 0.7641, predictive_accuracy: 0.7695, prior_entropy: 0.9331, relative_absolute_error: 0.69, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8339, unweighted_recall: 0.7209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8319, f_measure: 0.7637, kappa: 0.4696, kb_relative_information_score: 0.329, mean_absolute_error: 0.3124, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7721, number_of_instances: 768, precision: 0.7671, predictive_accuracy: 0.7721, prior_entropy: 0.9331, relative_absolute_error: 0.6874, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3955, root_relative_squared_error: 0.8297, unweighted_recall: 0.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7184, f_measure: 0.5809, kappa: 0.0688, kb_relative_information_score: 0.1047, mean_absolute_error: 0.4042, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6406, number_of_instances: 768, precision: 0.5933, predictive_accuracy: 0.6406, prior_entropy: 0.9331, relative_absolute_error: 0.8893, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4525, root_relative_squared_error: 0.9493, unweighted_recall: 0.5292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8342, f_measure: 0.7677, kappa: 0.4779, kb_relative_information_score: 0.3251, mean_absolute_error: 0.315, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7773, number_of_instances: 768, precision: 0.7735, predictive_accuracy: 0.7773, prior_entropy: 0.9331, relative_absolute_error: 0.693, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3946, root_relative_squared_error: 0.8278, unweighted_recall: 0.7243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8318, f_measure: 0.7596, kappa: 0.4596, kb_relative_information_score: 0.3164, mean_absolute_error: 0.3183, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7695, number_of_instances: 768, precision: 0.7647, predictive_accuracy: 0.7695, prior_entropy: 0.9331, relative_absolute_error: 0.7003, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.397, root_relative_squared_error: 0.833, unweighted_recall: 0.7157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8071, f_measure: 0.7404, kappa: 0.4154, kb_relative_information_score: 0.2541, mean_absolute_error: 0.3477, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7539, number_of_instances: 768, precision: 0.7484, predictive_accuracy: 0.7539, prior_entropy: 0.9331, relative_absolute_error: 0.765, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4121, root_relative_squared_error: 0.8647, unweighted_recall: 0.6924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8288, f_measure: 0.7617, kappa: 0.4708, kb_relative_information_score: 0.3253, mean_absolute_error: 0.3116, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7643, number_of_instances: 768, precision: 0.7605, predictive_accuracy: 0.7643, prior_entropy: 0.9331, relative_absolute_error: 0.6857, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4009, root_relative_squared_error: 0.8412, unweighted_recall: 0.7307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8263, f_measure: 0.7618, kappa: 0.4651, kb_relative_information_score: 0.3196, mean_absolute_error: 0.3166, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7708, number_of_instances: 768, precision: 0.7658, predictive_accuracy: 0.7708, prior_entropy: 0.9331, relative_absolute_error: 0.6967, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3982, root_relative_squared_error: 0.8355, unweighted_recall: 0.7193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7851, f_measure: 0.7099, kappa: 0.3462, kb_relative_information_score: 0.1961, mean_absolute_error: 0.3738, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7292, number_of_instances: 768, precision: 0.721, predictive_accuracy: 0.7292, prior_entropy: 0.9331, relative_absolute_error: 0.8225, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4256, root_relative_squared_error: 0.8929, unweighted_recall: 0.6578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8271, f_measure: 0.756, kappa: 0.4595, kb_relative_information_score: 0.3139, mean_absolute_error: 0.3169, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7578, number_of_instances: 768, precision: 0.7549, predictive_accuracy: 0.7578, prior_entropy: 0.9331, relative_absolute_error: 0.6973, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4018, root_relative_squared_error: 0.8431, unweighted_recall: 0.7266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.834, f_measure: 0.7665, kappa: 0.4753, kb_relative_information_score: 0.3281, mean_absolute_error: 0.3132, mean_prior_absolute_error: 0.4545, weighted_recall: 0.776, number_of_instances: 768, precision: 0.7719, predictive_accuracy: 0.776, prior_entropy: 0.9331, relative_absolute_error: 0.6891, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3943, root_relative_squared_error: 0.8273, unweighted_recall: 0.7233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8283, f_measure: 0.7654, kappa: 0.4727, kb_relative_information_score: 0.3192, mean_absolute_error: 0.3172, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7747, number_of_instances: 768, precision: 0.7704, predictive_accuracy: 0.7747, prior_entropy: 0.9331, relative_absolute_error: 0.698, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8338, unweighted_recall: 0.7223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7114, f_measure: 0.6615, kappa: 0.2389, kb_relative_information_score: 0.1243, mean_absolute_error: 0.402, mean_prior_absolute_error: 0.4545, weighted_recall: 0.694, number_of_instances: 768, precision: 0.6789, predictive_accuracy: 0.694, prior_entropy: 0.9331, relative_absolute_error: 0.8844, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4466, root_relative_squared_error: 0.937, unweighted_recall: 0.6057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8282, f_measure: 0.7545, kappa: 0.4484, kb_relative_information_score: 0.3029, mean_absolute_error: 0.3239, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7643, number_of_instances: 768, precision: 0.7588, predictive_accuracy: 0.7643, prior_entropy: 0.9331, relative_absolute_error: 0.7128, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.401, root_relative_squared_error: 0.8413, unweighted_recall: 0.7108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8213, f_measure: 0.7355, kappa: 0.4039, kb_relative_information_score: 0.2743, mean_absolute_error: 0.3387, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7526, number_of_instances: 768, precision: 0.7492, predictive_accuracy: 0.7526, prior_entropy: 0.9331, relative_absolute_error: 0.7451, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4047, root_relative_squared_error: 0.8491, unweighted_recall: 0.6845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8354, f_measure: 0.7674, kappa: 0.4785, kb_relative_information_score: 0.3281, mean_absolute_error: 0.3122, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7747, number_of_instances: 768, precision: 0.7697, predictive_accuracy: 0.7747, prior_entropy: 0.9331, relative_absolute_error: 0.687, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3952, root_relative_squared_error: 0.8292, unweighted_recall: 0.7274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8294, f_measure: 0.7533, kappa: 0.4448, kb_relative_information_score: 0.3071, mean_absolute_error: 0.3229, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7656, number_of_instances: 768, precision: 0.7615, predictive_accuracy: 0.7656, prior_entropy: 0.9331, relative_absolute_error: 0.7106, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3993, root_relative_squared_error: 0.8378, unweighted_recall: 0.7066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7452, f_measure: 0.6395, kappa: 0.2014, kb_relative_information_score: 0.1179, mean_absolute_error: 0.4068, mean_prior_absolute_error: 0.4545, weighted_recall: 0.694, number_of_instances: 768, precision: 0.6929, predictive_accuracy: 0.694, prior_entropy: 0.9331, relative_absolute_error: 0.8951, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.445, root_relative_squared_error: 0.9336, unweighted_recall: 0.5849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8312, f_measure: 0.7498, kappa: 0.4371, kb_relative_information_score: 0.3092, mean_absolute_error: 0.3213, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7567, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.7069, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3989, root_relative_squared_error: 0.8369, unweighted_recall: 0.7036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8236, f_measure: 0.7473, kappa: 0.4307, kb_relative_information_score: 0.2926, mean_absolute_error: 0.3301, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7584, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.7263, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4029, root_relative_squared_error: 0.8452, unweighted_recall: 0.6984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.72, f_measure: 0.583, kappa: 0.0686, kb_relative_information_score: 0.1114, mean_absolute_error: 0.4015, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6354, number_of_instances: 768, precision: 0.5891, predictive_accuracy: 0.6354, prior_entropy: 0.9331, relative_absolute_error: 0.8835, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4513, root_relative_squared_error: 0.9468, unweighted_recall: 0.5296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8277, f_measure: 0.7406, kappa: 0.4157, kb_relative_information_score: 0.2987, mean_absolute_error: 0.3265, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7552, number_of_instances: 768, precision: 0.7506, predictive_accuracy: 0.7552, prior_entropy: 0.9331, relative_absolute_error: 0.7184, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4001, root_relative_squared_error: 0.8395, unweighted_recall: 0.6917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7221, f_measure: 0.6614, kappa: 0.2369, kb_relative_information_score: 0.1403, mean_absolute_error: 0.3912, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6836, number_of_instances: 768, precision: 0.6653, predictive_accuracy: 0.6836, prior_entropy: 0.9331, relative_absolute_error: 0.8608, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4451, root_relative_squared_error: 0.9338, unweighted_recall: 0.6081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8283, f_measure: 0.7654, kappa: 0.4727, kb_relative_information_score: 0.3184, mean_absolute_error: 0.3174, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7747, number_of_instances: 768, precision: 0.7704, predictive_accuracy: 0.7747, prior_entropy: 0.9331, relative_absolute_error: 0.6984, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8339, unweighted_recall: 0.7223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.7689, kappa: 0.482, kb_relative_information_score: 0.3254, mean_absolute_error: 0.3135, mean_prior_absolute_error: 0.4545, weighted_recall: 0.776, number_of_instances: 768, precision: 0.771, predictive_accuracy: 0.776, prior_entropy: 0.9331, relative_absolute_error: 0.6898, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3959, root_relative_squared_error: 0.8306, unweighted_recall: 0.7293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8312, f_measure: 0.7473, kappa: 0.4307, kb_relative_information_score: 0.3082, mean_absolute_error: 0.3225, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7584, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.7096, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3996, root_relative_squared_error: 0.8383, unweighted_recall: 0.6984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8045, f_measure: 0.7328, kappa: 0.3979, kb_relative_information_score: 0.2411, mean_absolute_error: 0.3545, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7513, number_of_instances: 768, precision: 0.7487, predictive_accuracy: 0.7513, prior_entropy: 0.9331, relative_absolute_error: 0.78, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4135, root_relative_squared_error: 0.8675, unweighted_recall: 0.6809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.721, f_measure: 0.5881, kappa: 0.079, kb_relative_information_score: 0.1143, mean_absolute_error: 0.4005, mean_prior_absolute_error: 0.4545, weighted_recall: 0.638, number_of_instances: 768, precision: 0.5946, predictive_accuracy: 0.638, prior_entropy: 0.9331, relative_absolute_error: 0.8811, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4508, root_relative_squared_error: 0.9458, unweighted_recall: 0.5341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8261, f_measure: 0.7534, kappa: 0.4537, kb_relative_information_score: 0.3195, mean_absolute_error: 0.3139, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7552, number_of_instances: 768, precision: 0.7522, predictive_accuracy: 0.7552, prior_entropy: 0.9331, relative_absolute_error: 0.6907, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4016, root_relative_squared_error: 0.8426, unweighted_recall: 0.7237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8218, f_measure: 0.7553, kappa: 0.4494, kb_relative_information_score: 0.2906, mean_absolute_error: 0.3301, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7669, number_of_instances: 768, precision: 0.7626, predictive_accuracy: 0.7669, prior_entropy: 0.9331, relative_absolute_error: 0.7262, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4035, root_relative_squared_error: 0.8466, unweighted_recall: 0.7093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.786, f_measure: 0.7025, kappa: 0.3309, kb_relative_information_score: 0.1881, mean_absolute_error: 0.3776, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7305, number_of_instances: 768, precision: 0.7288, predictive_accuracy: 0.7305, prior_entropy: 0.9331, relative_absolute_error: 0.8309, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4276, root_relative_squared_error: 0.8971, unweighted_recall: 0.6467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8276, f_measure: 0.7555, kappa: 0.4576, kb_relative_information_score: 0.3218, mean_absolute_error: 0.3133, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7578, number_of_instances: 768, precision: 0.7543, predictive_accuracy: 0.7578, prior_entropy: 0.9331, relative_absolute_error: 0.6893, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4008, root_relative_squared_error: 0.8409, unweighted_recall: 0.7248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8239, f_measure: 0.7578, kappa: 0.474, kb_relative_information_score: 0.2782, mean_absolute_error: 0.3326, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7552, number_of_instances: 768, precision: 0.7623, predictive_accuracy: 0.7552, prior_entropy: 0.9331, relative_absolute_error: 0.7317, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4101, root_relative_squared_error: 0.8605, unweighted_recall: 0.7427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8336, f_measure: 0.7607, kappa: 0.4621, kb_relative_information_score: 0.3239, mean_absolute_error: 0.3154, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7708, number_of_instances: 768, precision: 0.7663, predictive_accuracy: 0.7708, prior_entropy: 0.9331, relative_absolute_error: 0.6939, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3951, root_relative_squared_error: 0.8288, unweighted_recall: 0.7167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8285, f_measure: 0.7619, kappa: 0.4717, kb_relative_information_score: 0.3262, mean_absolute_error: 0.3111, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7643, number_of_instances: 768, precision: 0.7608, predictive_accuracy: 0.7643, prior_entropy: 0.9331, relative_absolute_error: 0.6845, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4012, root_relative_squared_error: 0.8416, unweighted_recall: 0.7316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7214, f_measure: 0.6554, kappa: 0.2234, kb_relative_information_score: 0.1347, mean_absolute_error: 0.3934, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6771, number_of_instances: 768, precision: 0.6577, predictive_accuracy: 0.6771, prior_entropy: 0.9331, relative_absolute_error: 0.8656, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4473, root_relative_squared_error: 0.9383, unweighted_recall: 0.6022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8284, f_measure: 0.7654, kappa: 0.4727, kb_relative_information_score: 0.3183, mean_absolute_error: 0.3175, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7747, number_of_instances: 768, precision: 0.7704, predictive_accuracy: 0.7747, prior_entropy: 0.9331, relative_absolute_error: 0.6986, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.834, unweighted_recall: 0.7223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6889, f_measure: 0.5417, kappa: 0.0171, kb_relative_information_score: 0.0516, mean_absolute_error: 0.4277, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6419, number_of_instances: 768, precision: 0.5692, predictive_accuracy: 0.6419, prior_entropy: 0.9331, relative_absolute_error: 0.941, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4625, root_relative_squared_error: 0.9703, unweighted_recall: 0.5069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.823, f_measure: 0.7443, kappa: 0.4238, kb_relative_information_score: 0.2767, mean_absolute_error: 0.3381, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.7582, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 0.7439, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4035, root_relative_squared_error: 0.8465, unweighted_recall: 0.6939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8324, f_measure: 0.7619, kappa: 0.4647, kb_relative_information_score: 0.3203, mean_absolute_error: 0.3166, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7721, number_of_instances: 768, precision: 0.7678, predictive_accuracy: 0.7721, prior_entropy: 0.9331, relative_absolute_error: 0.6965, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.8314, unweighted_recall: 0.7177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8313, f_measure: 0.7474, kappa: 0.4314, kb_relative_information_score: 0.3093, mean_absolute_error: 0.3213, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.7558, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 0.707, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3992, root_relative_squared_error: 0.8375, unweighted_recall: 0.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8274, f_measure: 0.7543, kappa: 0.4552, kb_relative_information_score: 0.3215, mean_absolute_error: 0.3134, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7565, number_of_instances: 768, precision: 0.7531, predictive_accuracy: 0.7565, prior_entropy: 0.9331, relative_absolute_error: 0.6896, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4009, root_relative_squared_error: 0.8411, unweighted_recall: 0.7238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7998, f_measure: 0.7261, kappa: 0.3828, kb_relative_information_score: 0.2323, mean_absolute_error: 0.3578, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7448, number_of_instances: 768, precision: 0.7404, predictive_accuracy: 0.7448, prior_entropy: 0.9331, relative_absolute_error: 0.7873, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4169, root_relative_squared_error: 0.8748, unweighted_recall: 0.6741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8187, f_measure: 0.751, kappa: 0.4402, kb_relative_information_score: 0.2852, mean_absolute_error: 0.3327, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7561, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.7321, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4058, root_relative_squared_error: 0.8514, unweighted_recall: 0.7062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8323, f_measure: 0.7631, kappa: 0.4672, kb_relative_information_score: 0.3242, mean_absolute_error: 0.3151, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7734, number_of_instances: 768, precision: 0.7694, predictive_accuracy: 0.7734, prior_entropy: 0.9331, relative_absolute_error: 0.6932, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3952, root_relative_squared_error: 0.8291, unweighted_recall: 0.7187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8321, f_measure: 0.7652, kappa: 0.4731, kb_relative_information_score: 0.3297, mean_absolute_error: 0.3121, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7734, number_of_instances: 768, precision: 0.7684, predictive_accuracy: 0.7734, prior_entropy: 0.9331, relative_absolute_error: 0.6868, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3954, root_relative_squared_error: 0.8295, unweighted_recall: 0.7239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8283, f_measure: 0.7603, kappa: 0.4615, kb_relative_information_score: 0.3216, mean_absolute_error: 0.3159, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7695, number_of_instances: 768, precision: 0.7644, predictive_accuracy: 0.7695, prior_entropy: 0.9331, relative_absolute_error: 0.6951, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8335, unweighted_recall: 0.7174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8334, f_measure: 0.7615, kappa: 0.4637, kb_relative_information_score: 0.3227, mean_absolute_error: 0.316, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7721, number_of_instances: 768, precision: 0.7681, predictive_accuracy: 0.7721, prior_entropy: 0.9331, relative_absolute_error: 0.6953, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3959, root_relative_squared_error: 0.8306, unweighted_recall: 0.7168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8213, f_measure: 0.7339, kappa: 0.4439, kb_relative_information_score: 0.2154, mean_absolute_error: 0.3577, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7279, number_of_instances: 768, precision: 0.7593, predictive_accuracy: 0.7279, prior_entropy: 0.9331, relative_absolute_error: 0.7871, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4297, root_relative_squared_error: 0.9016, unweighted_recall: 0.7391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8194, f_measure: 0.725, kappa: 0.3812, kb_relative_information_score: 0.227, mean_absolute_error: 0.3642, mean_prior_absolute_error: 0.4545, weighted_recall: 0.75, number_of_instances: 768, precision: 0.7544, predictive_accuracy: 0.75, prior_entropy: 0.9331, relative_absolute_error: 0.8013, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4168, root_relative_squared_error: 0.8744, unweighted_recall: 0.6695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8041, f_measure: 0.7302, kappa: 0.3923, kb_relative_information_score: 0.2455, mean_absolute_error: 0.3518, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7461, number_of_instances: 768, precision: 0.7402, predictive_accuracy: 0.7461, prior_entropy: 0.9331, relative_absolute_error: 0.7741, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4139, root_relative_squared_error: 0.8684, unweighted_recall: 0.6803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.718, f_measure: 0.6769, kappa: 0.2723, kb_relative_information_score: 0.1378, mean_absolute_error: 0.3944, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7031, number_of_instances: 768, precision: 0.6898, predictive_accuracy: 0.7031, prior_entropy: 0.9331, relative_absolute_error: 0.8678, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4444, root_relative_squared_error: 0.9323, unweighted_recall: 0.6222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8181, f_measure: 0.7464, kappa: 0.4301, kb_relative_information_score: 0.2829, mean_absolute_error: 0.3343, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7565, number_of_instances: 768, precision: 0.7501, predictive_accuracy: 0.7565, prior_entropy: 0.9331, relative_absolute_error: 0.7356, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4057, root_relative_squared_error: 0.8512, unweighted_recall: 0.7022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7572, f_measure: 0.6709, kappa: 0.2598, kb_relative_information_score: 0.1549, mean_absolute_error: 0.3906, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7018, number_of_instances: 768, precision: 0.6895, predictive_accuracy: 0.7018, prior_entropy: 0.9331, relative_absolute_error: 0.8595, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4361, root_relative_squared_error: 0.915, unweighted_recall: 0.6152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7938, f_measure: 0.725, kappa: 0.3804, kb_relative_information_score: 0.2216, mean_absolute_error: 0.3624, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7448, number_of_instances: 768, precision: 0.7413, predictive_accuracy: 0.7448, prior_entropy: 0.9331, relative_absolute_error: 0.7975, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4198, root_relative_squared_error: 0.8807, unweighted_recall: 0.6724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8283, f_measure: 0.7654, kappa: 0.4727, kb_relative_information_score: 0.3184, mean_absolute_error: 0.3175, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7747, number_of_instances: 768, precision: 0.7704, predictive_accuracy: 0.7747, prior_entropy: 0.9331, relative_absolute_error: 0.6985, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8339, unweighted_recall: 0.7223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7203, f_measure: 0.6543, kappa: 0.221, kb_relative_information_score: 0.1356, mean_absolute_error: 0.393, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6758, number_of_instances: 768, precision: 0.6562, predictive_accuracy: 0.6758, prior_entropy: 0.9331, relative_absolute_error: 0.8648, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4471, root_relative_squared_error: 0.938, unweighted_recall: 0.6012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8273, f_measure: 0.7569, kappa: 0.461, kb_relative_information_score: 0.3218, mean_absolute_error: 0.3133, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7557, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.6893, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4008, root_relative_squared_error: 0.8409, unweighted_recall: 0.7267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7301, f_measure: 0.6632, kappa: 0.2412, kb_relative_information_score: 0.148, mean_absolute_error: 0.3888, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6836, number_of_instances: 768, precision: 0.6658, predictive_accuracy: 0.6836, prior_entropy: 0.9331, relative_absolute_error: 0.8554, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4432, root_relative_squared_error: 0.9299, unweighted_recall: 0.6107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7155, f_measure: 0.5706, kappa: 0.0534, kb_relative_information_score: 0.0989, mean_absolute_error: 0.4065, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6406, number_of_instances: 768, precision: 0.5878, predictive_accuracy: 0.6406, prior_entropy: 0.9331, relative_absolute_error: 0.8944, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4535, root_relative_squared_error: 0.9514, unweighted_recall: 0.5223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8352, f_measure: 0.77, kappa: 0.4833, kb_relative_information_score: 0.3281, mean_absolute_error: 0.3128, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7786, number_of_instances: 768, precision: 0.7744, predictive_accuracy: 0.7786, prior_entropy: 0.9331, relative_absolute_error: 0.6881, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3946, root_relative_squared_error: 0.8279, unweighted_recall: 0.7279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8284, f_measure: 0.7604, kappa: 0.4661, kb_relative_information_score: 0.3227, mean_absolute_error: 0.314, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7643, number_of_instances: 768, precision: 0.7594, predictive_accuracy: 0.7643, prior_entropy: 0.9331, relative_absolute_error: 0.6908, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3996, root_relative_squared_error: 0.8384, unweighted_recall: 0.7264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8359, f_measure: 0.7677, kappa: 0.4795, kb_relative_information_score: 0.3349, mean_absolute_error: 0.3095, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7747, number_of_instances: 768, precision: 0.7696, predictive_accuracy: 0.7747, prior_entropy: 0.9331, relative_absolute_error: 0.681, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3943, root_relative_squared_error: 0.8273, unweighted_recall: 0.7283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6934, f_measure: 0.5478, kappa: 0.0259, kb_relative_information_score: 0.0595, mean_absolute_error: 0.4239, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6432, number_of_instances: 768, precision: 0.5778, predictive_accuracy: 0.6432, prior_entropy: 0.9331, relative_absolute_error: 0.9328, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4608, root_relative_squared_error: 0.9668, unweighted_recall: 0.5104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8178, f_measure: 0.7489, kappa: 0.445, kb_relative_information_score: 0.2998, mean_absolute_error: 0.3218, mean_prior_absolute_error: 0.4545, weighted_recall: 0.75, number_of_instances: 768, precision: 0.748, predictive_accuracy: 0.75, prior_entropy: 0.9331, relative_absolute_error: 0.7082, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4065, root_relative_squared_error: 0.8529, unweighted_recall: 0.7206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8275, f_measure: 0.7552, kappa: 0.4566, kb_relative_information_score: 0.3224, mean_absolute_error: 0.3129, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7578, number_of_instances: 768, precision: 0.754, predictive_accuracy: 0.7578, prior_entropy: 0.9331, relative_absolute_error: 0.6886, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4009, root_relative_squared_error: 0.841, unweighted_recall: 0.724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8301, f_measure: 0.7533, kappa: 0.4448, kb_relative_information_score: 0.3085, mean_absolute_error: 0.3221, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7656, number_of_instances: 768, precision: 0.7615, predictive_accuracy: 0.7656, prior_entropy: 0.9331, relative_absolute_error: 0.7087, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3992, root_relative_squared_error: 0.8374, unweighted_recall: 0.7066,

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

OpenML bootcamp

From your own software

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

OpenML APIs