OpenML
Supervised Classification on micro-mass

Supervised Classification on micro-mass

Task 9950 Supervised Classification micro-mass 13958 runs submitted
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  • OpenML100 study_123 study_14 study_7
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4417, kappa: -0.0018, kb_relative_information_score: 2.9069, mean_absolute_error: 0.0942, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1033, prior_entropy: 4.208, recall: 0.1033, relative_absolute_error: 1.0006, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2171, root_relative_squared_error: 1.0012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9628, f_measure: 0.779, kappa: 0.7614, kb_relative_information_score: 388.0593, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.7892, predictive_accuracy: 0.7758, prior_entropy: 4.208, recall: 0.7758, relative_absolute_error: 0.5116, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.144, root_relative_squared_error: 0.6641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7753, kappa: 0.2705, kb_relative_information_score: 106.0782, mean_absolute_error: 0.0863, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.3327, prior_entropy: 4.208, recall: 0.3327, relative_absolute_error: 0.9166, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2036, root_relative_squared_error: 0.9386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.856, kappa: 0.3285, kb_relative_information_score: 141.5386, mean_absolute_error: 0.0864, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.373, prior_entropy: 4.208, recall: 0.373, relative_absolute_error: 0.9176, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2027, root_relative_squared_error: 0.9346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7724, kappa: 0.178, kb_relative_information_score: 68.887, mean_absolute_error: 0.089, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.2539, prior_entropy: 4.208, recall: 0.2539, relative_absolute_error: 0.946, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.211, root_relative_squared_error: 0.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8921, kappa: 0.5069, kb_relative_information_score: 242.1333, mean_absolute_error: 0.0691, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.5429, prior_entropy: 4.208, recall: 0.5429, relative_absolute_error: 0.7346, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.8129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, kappa: 0.431, kb_relative_information_score: 155.0354, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.4711, prior_entropy: 4.208, recall: 0.4711, relative_absolute_error: 0.9096, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1998, root_relative_squared_error: 0.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, f_measure: 0.4106, kappa: 0.3791, kb_relative_information_score: 119.2718, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.5758, predictive_accuracy: 0.4256, prior_entropy: 4.208, recall: 0.4256, relative_absolute_error: 0.9473, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2065, root_relative_squared_error: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9628, f_measure: 0.7701, kappa: 0.7496, kb_relative_information_score: 387.784, mean_absolute_error: 0.0483, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.7876, predictive_accuracy: 0.7653, prior_entropy: 4.208, recall: 0.7653, relative_absolute_error: 0.5129, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.144, root_relative_squared_error: 0.6639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7687, kappa: 0.0832, kb_relative_information_score: 75.7177, mean_absolute_error: 0.0909, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1699, prior_entropy: 4.208, recall: 0.1699, relative_absolute_error: 0.9662, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.9743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7147, kappa: 0.1142, kb_relative_information_score: 36.943, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1961, prior_entropy: 4.208, recall: 0.1961, relative_absolute_error: 0.9822, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.9836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9612, f_measure: 0.755, kappa: 0.7389, kb_relative_information_score: 379.3129, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.762, predictive_accuracy: 0.7548, prior_entropy: 4.208, recall: 0.7548, relative_absolute_error: 0.5405, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1477, root_relative_squared_error: 0.6811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8248, kappa: 0.269, kb_relative_information_score: 105.4174, mean_absolute_error: 0.086, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.3327, prior_entropy: 4.208, recall: 0.3327, relative_absolute_error: 0.914, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2067, root_relative_squared_error: 0.9529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9534, f_measure: 0.4634, kappa: 0.4771, kb_relative_information_score: 149.0634, mean_absolute_error: 0.0866, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.5468, predictive_accuracy: 0.5131, prior_entropy: 4.208, recall: 0.5131, relative_absolute_error: 0.9198, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2008, root_relative_squared_error: 0.9258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5116, kappa: 0.0185, kb_relative_information_score: 6.4846, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1208, prior_entropy: 4.208, recall: 0.1208, relative_absolute_error: 0.9987, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2167, root_relative_squared_error: 0.9989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4831, kb_relative_information_score: 4.7031, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1051, prior_entropy: 4.208, recall: 0.1051, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2169, root_relative_squared_error: 1.0002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.6241, kappa: 0.5743, kb_relative_information_score: 269.811, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.7363, predictive_accuracy: 0.6007, prior_entropy: 4.208, recall: 0.6007, relative_absolute_error: 0.7574, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1804, root_relative_squared_error: 0.8315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.796, kappa: 0.7777, kb_relative_information_score: 398.5063, mean_absolute_error: 0.0466, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.8182, predictive_accuracy: 0.7916, prior_entropy: 4.208, recall: 0.7916, relative_absolute_error: 0.4956, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1384, root_relative_squared_error: 0.6382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9646, f_measure: 0.7904, kappa: 0.7682, kb_relative_information_score: 393.1373, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.8148, predictive_accuracy: 0.7828, prior_entropy: 4.208, recall: 0.7828, relative_absolute_error: 0.5012, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.141, root_relative_squared_error: 0.6502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9385, f_measure: 0.6759, kappa: 0.629, kb_relative_information_score: 321.4655, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.7508, predictive_accuracy: 0.6532, prior_entropy: 4.208, recall: 0.6532, relative_absolute_error: 0.6155, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1578, root_relative_squared_error: 0.7277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.771, kappa: 0.1147, kb_relative_information_score: 55.0045, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1996, prior_entropy: 4.208, recall: 0.1996, relative_absolute_error: 0.9796, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.213, root_relative_squared_error: 0.9819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4688, kb_relative_information_score: 2.8466, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1051, prior_entropy: 4.208, recall: 0.1051, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2169, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.6899, kappa: 0.6627, kb_relative_information_score: 300.1464, mean_absolute_error: 0.0684, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.7387, predictive_accuracy: 0.6848, prior_entropy: 4.208, recall: 0.6848, relative_absolute_error: 0.7273, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1706, root_relative_squared_error: 0.7864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8805, kappa: 0.4799, kb_relative_information_score: 224.5141, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.5184, prior_entropy: 4.208, recall: 0.5184, relative_absolute_error: 0.7581, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1803, root_relative_squared_error: 0.8312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.7906, kappa: 0.772, kb_relative_information_score: 397.7905, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.8123, predictive_accuracy: 0.7863, prior_entropy: 4.208, recall: 0.7863, relative_absolute_error: 0.4998, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1385, root_relative_squared_error: 0.6388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.474, kb_relative_information_score: 3.4369, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1051, prior_entropy: 4.208, recall: 0.1051, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2169, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.464, kappa: 0.0023, kb_relative_information_score: 3.5788, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1068, prior_entropy: 4.208, recall: 0.1068, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.217, root_relative_squared_error: 1.0006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4212, kappa: -0.0037, kb_relative_information_score: 2.8818, mean_absolute_error: 0.0942, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1016, prior_entropy: 4.208, recall: 0.1016, relative_absolute_error: 1.0006, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2172, root_relative_squared_error: 1.0015,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5964, kappa: 0.0904, kb_relative_information_score: 23.683, mean_absolute_error: 0.0931, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1734, prior_entropy: 4.208, recall: 0.1734, relative_absolute_error: 0.9888, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.9901,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4729, kb_relative_information_score: 3.1489, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1051, prior_entropy: 4.208, recall: 0.1051, relative_absolute_error: 0.9991, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2169, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8837, f_measure: 0.4131, kappa: 0.3675, kb_relative_information_score: 171.5539, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.5846, predictive_accuracy: 0.4186, prior_entropy: 4.208, recall: 0.4186, relative_absolute_error: 0.837, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.9109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4737, kb_relative_information_score: 3.3478, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1051, prior_entropy: 4.208, recall: 0.1051, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2169, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9077, f_measure: 0.6651, kappa: 0.6205, kb_relative_information_score: 285.2, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.7597, predictive_accuracy: 0.6445, prior_entropy: 4.208, recall: 0.6445, relative_absolute_error: 0.7389, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4868, kb_relative_information_score: 3.3243, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1051, prior_entropy: 4.208, recall: 0.1051, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2169, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, f_measure: 0.6856, kappa: 0.6926, kb_relative_information_score: 393.2156, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.7041, predictive_accuracy: 0.711, prior_entropy: 4.208, recall: 0.711, relative_absolute_error: 0.5704, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1461, root_relative_squared_error: 0.6736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8736, kappa: 0.3441, kb_relative_information_score: 143.5098, mean_absolute_error: 0.0859, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.387, prior_entropy: 4.208, recall: 0.387, relative_absolute_error: 0.9122, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.4127, kappa: 0.4356, kb_relative_information_score: 152.2517, mean_absolute_error: 0.0853, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.4627, predictive_accuracy: 0.4764, prior_entropy: 4.208, recall: 0.4764, relative_absolute_error: 0.9065, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1995, root_relative_squared_error: 0.9197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.8026, kappa: 0.7832, kb_relative_information_score: 398.4547, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.8215, predictive_accuracy: 0.7968, prior_entropy: 4.208, recall: 0.7968, relative_absolute_error: 0.4889, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1389, root_relative_squared_error: 0.6403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9643, f_measure: 0.6983, kappa: 0.6758, kb_relative_information_score: 347.7404, mean_absolute_error: 0.0581, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.7256, predictive_accuracy: 0.697, prior_entropy: 4.208, recall: 0.697, relative_absolute_error: 0.6175, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1583, root_relative_squared_error: 0.7296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5218, kappa: 0.0529, kb_relative_information_score: 10.4293, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1489, prior_entropy: 4.208, recall: 0.1489, relative_absolute_error: 0.9965, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8397, kappa: 0.3202, kb_relative_information_score: 139.4526, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.366, prior_entropy: 4.208, recall: 0.366, relative_absolute_error: 0.9191, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.9427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9045, f_measure: 0.5935, kappa: 0.5269, kb_relative_information_score: 255.4273, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.7629, predictive_accuracy: 0.5622, prior_entropy: 4.208, recall: 0.5622, relative_absolute_error: 0.7097, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1728, root_relative_squared_error: 0.7967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7533, kappa: 0.1613, kb_relative_information_score: 62.5177, mean_absolute_error: 0.0894, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.2399, prior_entropy: 4.208, recall: 0.2399, relative_absolute_error: 0.9495, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2112, root_relative_squared_error: 0.9736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9427, f_measure: 0.4754, kappa: 0.4616, kb_relative_information_score: 243.6571, mean_absolute_error: 0.0762, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.5262, predictive_accuracy: 0.4974, prior_entropy: 4.208, recall: 0.4974, relative_absolute_error: 0.8096, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.8543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4376, kappa: -0.0037, kb_relative_information_score: 2.9093, mean_absolute_error: 0.0942, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1016, prior_entropy: 4.208, recall: 0.1016, relative_absolute_error: 1.0004, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2171, root_relative_squared_error: 1.0011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.474, kb_relative_information_score: 3.4244, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1051, prior_entropy: 4.208, recall: 0.1051, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2169, root_relative_squared_error: 1.0002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.7157, kappa: 0.6989, kb_relative_information_score: 353.9691, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.7408, predictive_accuracy: 0.718, prior_entropy: 4.208, recall: 0.718, relative_absolute_error: 0.6128, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1566, root_relative_squared_error: 0.7221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9208, f_measure: 0.6134, kappa: 0.5829, kb_relative_information_score: 263.7944, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.6533, predictive_accuracy: 0.6095, prior_entropy: 4.208, recall: 0.6095, relative_absolute_error: 0.712, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.8322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.724, kappa: 0.0433, kb_relative_information_score: 47.4426, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1366, prior_entropy: 4.208, recall: 0.1366, relative_absolute_error: 0.9819, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2141, root_relative_squared_error: 0.9872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9544, kappa: 0.4741, kb_relative_information_score: 199.7473, mean_absolute_error: 0.0822, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.5114, prior_entropy: 4.208, recall: 0.5114, relative_absolute_error: 0.8729, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.8918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.7387, kappa: 0.6967, kb_relative_information_score: 352.8576, mean_absolute_error: 0.0534, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.8016, predictive_accuracy: 0.7145, prior_entropy: 4.208, recall: 0.7145, relative_absolute_error: 0.5678, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1492, root_relative_squared_error: 0.688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9309, f_measure: 0.6097, kappa: 0.5707, kb_relative_information_score: 272.3362, mean_absolute_error: 0.0664, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.6837, predictive_accuracy: 0.6007, prior_entropy: 4.208, recall: 0.6007, relative_absolute_error: 0.7053, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1784, root_relative_squared_error: 0.8225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.7229, kappa: 0.7105, kb_relative_information_score: 371.3973, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.7329, predictive_accuracy: 0.7285, prior_entropy: 4.208, recall: 0.7285, relative_absolute_error: 0.562, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1498, root_relative_squared_error: 0.6906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.6425, kappa: 0.6214, kb_relative_information_score: 357.4559, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.6473, predictive_accuracy: 0.6445, prior_entropy: 4.208, recall: 0.6445, relative_absolute_error: 0.6155, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1563, root_relative_squared_error: 0.7206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.6975, kappa: 0.6798, kb_relative_information_score: 314.1533, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.7382, predictive_accuracy: 0.7005, prior_entropy: 4.208, recall: 0.7005, relative_absolute_error: 0.693, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1672, root_relative_squared_error: 0.7709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.785, kappa: 0.1092, kb_relative_information_score: 82.7453, mean_absolute_error: 0.0906, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1926, prior_entropy: 4.208, recall: 0.1926, relative_absolute_error: 0.9627, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.9723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.4944, kappa: 0.4795, kb_relative_information_score: 310.0283, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.5115, predictive_accuracy: 0.5131, prior_entropy: 4.208, recall: 0.5131, relative_absolute_error: 0.7014, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1727, root_relative_squared_error: 0.7961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4739, kb_relative_information_score: 3.2971, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1051, prior_entropy: 4.208, recall: 0.1051, relative_absolute_error: 0.9991, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2169, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9235, f_measure: 0.7443, kappa: 0.7111, kb_relative_information_score: 366.8696, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.7945, predictive_accuracy: 0.7285, prior_entropy: 4.208, recall: 0.7285, relative_absolute_error: 0.5487, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1523, root_relative_squared_error: 0.702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.7443, kappa: 0.7193, kb_relative_information_score: 355.7422, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.7792, predictive_accuracy: 0.7373, prior_entropy: 4.208, recall: 0.7373, relative_absolute_error: 0.5862, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.155, root_relative_squared_error: 0.7146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9666, f_measure: 0.7778, kappa: 0.757, kb_relative_information_score: 389.7614, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.7963, predictive_accuracy: 0.7723, prior_entropy: 4.208, recall: 0.7723, relative_absolute_error: 0.5108, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1429, root_relative_squared_error: 0.6586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.467, kb_relative_information_score: 4.824, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1051, prior_entropy: 4.208, recall: 0.1051, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.217, root_relative_squared_error: 1.0003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9446, f_measure: 0.418, kappa: 0.4076, kb_relative_information_score: 125.314, mean_absolute_error: 0.0889, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.5583, predictive_accuracy: 0.4501, prior_entropy: 4.208, recall: 0.4501, relative_absolute_error: 0.9441, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.206, root_relative_squared_error: 0.9496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.6734, kappa: 0.6456, kb_relative_information_score: 291.1355, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.7231, predictive_accuracy: 0.669, prior_entropy: 4.208, recall: 0.669, relative_absolute_error: 0.7383, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1733, root_relative_squared_error: 0.7992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9629, f_measure: 0.6429, kappa: 0.6245, kb_relative_information_score: 251.9281, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.7336, predictive_accuracy: 0.6497, prior_entropy: 4.208, recall: 0.6497, relative_absolute_error: 0.8031, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1821, root_relative_squared_error: 0.8395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.7053, kappa: 0.6831, kb_relative_information_score: 292.4483, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.7473, predictive_accuracy: 0.704, prior_entropy: 4.208, recall: 0.704, relative_absolute_error: 0.7385, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1713, root_relative_squared_error: 0.7897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4596, kappa: -0.0019, kb_relative_information_score: 2.9822, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1033, prior_entropy: 4.208, recall: 0.1033, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.217, root_relative_squared_error: 1.0003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.7087, kappa: 0.7019, kb_relative_information_score: 389.7031, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.7242, predictive_accuracy: 0.7198, prior_entropy: 4.208, recall: 0.7198, relative_absolute_error: 0.5775, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1466, root_relative_squared_error: 0.6757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.7109, kappa: 0.6899, kb_relative_information_score: 343.8331, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.726, predictive_accuracy: 0.7093, prior_entropy: 4.208, recall: 0.7093, relative_absolute_error: 0.5917, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.16, root_relative_squared_error: 0.7379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.4343, kappa: 0.4209, kb_relative_information_score: 220.5585, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.4928, predictive_accuracy: 0.4606, prior_entropy: 4.208, recall: 0.4606, relative_absolute_error: 0.8434, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.19, root_relative_squared_error: 0.8762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8262, kappa: 0.2586, kb_relative_information_score: 105.2216, mean_absolute_error: 0.0858, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.324, prior_entropy: 4.208, recall: 0.324, relative_absolute_error: 0.9112, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.9547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6871, kappa: 0.0335, kb_relative_information_score: 30.0113, mean_absolute_error: 0.0933, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1313, prior_entropy: 4.208, recall: 0.1313, relative_absolute_error: 0.9911, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.9918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.7968, kappa: 0.7777, kb_relative_information_score: 402.885, mean_absolute_error: 0.0459, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.8183, predictive_accuracy: 0.7916, prior_entropy: 4.208, recall: 0.7916, relative_absolute_error: 0.4878, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.6286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.847, kappa: 0.4115, kb_relative_information_score: 178.6901, mean_absolute_error: 0.0779, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.4571, prior_entropy: 4.208, recall: 0.4571, relative_absolute_error: 0.828, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1906, root_relative_squared_error: 0.8788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4671, kb_relative_information_score: 3.222, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1051, prior_entropy: 4.208, recall: 0.1051, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2169, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9414, f_measure: 0.6905, kappa: 0.6463, kb_relative_information_score: 314.8803, mean_absolute_error: 0.0605, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.7642, predictive_accuracy: 0.6708, prior_entropy: 4.208, recall: 0.6708, relative_absolute_error: 0.6425, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9078, f_measure: 0.7196, kappa: 0.6833, kb_relative_information_score: 352.1892, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.7765, predictive_accuracy: 0.7023, prior_entropy: 4.208, recall: 0.7023, relative_absolute_error: 0.5767, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1583, root_relative_squared_error: 0.73,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8171, kappa: 0.1597, kb_relative_information_score: 103.1467, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.2329, prior_entropy: 4.208, recall: 0.2329, relative_absolute_error: 0.9491, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.9621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7691, kappa: 0.1157, kb_relative_information_score: 61.8459, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1996, prior_entropy: 4.208, recall: 0.1996, relative_absolute_error: 0.9746, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2123, root_relative_squared_error: 0.9787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7373, kappa: 0.1896, kb_relative_information_score: 68.2731, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.2609, prior_entropy: 4.208, recall: 0.2609, relative_absolute_error: 0.9553, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2092, root_relative_squared_error: 0.9643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.82, kappa: 0.1852, kb_relative_information_score: 109.3599, mean_absolute_error: 0.0889, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.2539, prior_entropy: 4.208, recall: 0.2539, relative_absolute_error: 0.9448, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.9594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8712, f_measure: 0.6262, kappa: 0.5613, kb_relative_information_score: 259.5189, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.7472, predictive_accuracy: 0.5884, prior_entropy: 4.208, recall: 0.5884, relative_absolute_error: 0.7748, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1823, root_relative_squared_error: 0.8407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5292, kappa: 0.0279, kb_relative_information_score: 8.9985, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1278, prior_entropy: 4.208, recall: 0.1278, relative_absolute_error: 0.9986, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2166, root_relative_squared_error: 0.9987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.7713, kappa: 0.754, kb_relative_information_score: 384.8304, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.7792, predictive_accuracy: 0.7688, prior_entropy: 4.208, recall: 0.7688, relative_absolute_error: 0.5178, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1452, root_relative_squared_error: 0.6692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.923, f_measure: 0.596, kappa: 0.567, kb_relative_information_score: 262.7529, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.638, predictive_accuracy: 0.5954, prior_entropy: 4.208, recall: 0.5954, relative_absolute_error: 0.7143, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.8322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8068, kappa: 0.0968, kb_relative_information_score: 66.4159, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1401, prior_entropy: 4.208, recall: 0.1401, relative_absolute_error: 0.9944, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.9979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8651, kappa: 0.4475, kb_relative_information_score: 199.8498, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.4904, prior_entropy: 4.208, recall: 0.4904, relative_absolute_error: 0.8048, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1868, root_relative_squared_error: 0.8613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8585, kappa: 0.2479, kb_relative_information_score: 148.5473, mean_absolute_error: 0.0857, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.3065, prior_entropy: 4.208, recall: 0.3065, relative_absolute_error: 0.9105, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2029, root_relative_squared_error: 0.9354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7547, kappa: 0.1595, kb_relative_information_score: 60.6108, mean_absolute_error: 0.0898, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.2382, prior_entropy: 4.208, recall: 0.2382, relative_absolute_error: 0.9536, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.9744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7029, kappa: 0.0305, kb_relative_information_score: 43.1429, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1261, prior_entropy: 4.208, recall: 0.1261, relative_absolute_error: 0.9836, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2143, root_relative_squared_error: 0.9881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7332, kappa: 0.0552, kb_relative_information_score: 43.3769, mean_absolute_error: 0.0927, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.1489, prior_entropy: 4.208, recall: 0.1489, relative_absolute_error: 0.9852, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2141, root_relative_squared_error: 0.9871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.771, kappa: 0.1835, kb_relative_information_score: 68.9888, mean_absolute_error: 0.089, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.2592, prior_entropy: 4.208, recall: 0.2592, relative_absolute_error: 0.9457, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.9731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9735, kappa: 0.6527, kb_relative_information_score: 317.7112, mean_absolute_error: 0.0657, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.676, prior_entropy: 4.208, recall: 0.676, relative_absolute_error: 0.6983, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1661, root_relative_squared_error: 0.7659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7737, kappa: 0.1839, kb_relative_information_score: 71.1672, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.2592, prior_entropy: 4.208, recall: 0.2592, relative_absolute_error: 0.944, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.2106, root_relative_squared_error: 0.9711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.467, kappa: 0.4507, kb_relative_information_score: 219.118, mean_absolute_error: 0.0797, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.5393, predictive_accuracy: 0.4886, prior_entropy: 4.208, recall: 0.4886, relative_absolute_error: 0.8463, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1899, root_relative_squared_error: 0.8757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.7203, kappa: 0.703, kb_relative_information_score: 386.9229, mean_absolute_error: 0.0534, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.7368, predictive_accuracy: 0.7215, prior_entropy: 4.208, recall: 0.7215, relative_absolute_error: 0.5675, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1469, root_relative_squared_error: 0.6771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9509, kappa: 0.5052, kb_relative_information_score: 186.0201, mean_absolute_error: 0.082, mean_prior_absolute_error: 0.0941, number_of_instances: 571, predictive_accuracy: 0.5412, prior_entropy: 4.208, recall: 0.5412, relative_absolute_error: 0.8712, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1954, root_relative_squared_error: 0.901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9073, f_measure: 0.5157, kappa: 0.4694, kb_relative_information_score: 210.0346, mean_absolute_error: 0.0751, mean_prior_absolute_error: 0.0941, number_of_instances: 571, precision: 0.6526, predictive_accuracy: 0.5096, prior_entropy: 4.208, recall: 0.5096, relative_absolute_error: 0.7984, root_mean_prior_squared_error: 0.2169, root_mean_squared_error: 0.1912, root_relative_squared_error: 0.8815,

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