OpenML
Supervised Classification on MiceProtein

Supervised Classification on MiceProtein

Task 34538 Supervised Classification MiceProtein 10616 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

10616 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: 0.6592, f_measure: 0.4034, kappa: 0.3181, kb_relative_information_score: 391.7381, mean_absolute_error: 0.1486, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.4269, predictive_accuracy: 0.4056, prior_entropy: 2.9931, recall: 0.4056, relative_absolute_error: 0.6803, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.3855, root_relative_squared_error: 1.1664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5274, kappa: 0.0549, kb_relative_information_score: 135.6483, mean_absolute_error: 0.2035, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.1861, prior_entropy: 2.9931, recall: 0.1861, relative_absolute_error: 0.9314, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4511, root_relative_squared_error: 1.3648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6146, kappa: 0.2297, kb_relative_information_score: 304.0437, mean_absolute_error: 0.1662, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.3352, prior_entropy: 2.9931, recall: 0.3352, relative_absolute_error: 0.7608, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4077, root_relative_squared_error: 1.2335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9963, kappa: 0.9958, kb_relative_information_score: 1075.8241, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9964, predictive_accuracy: 0.9963, prior_entropy: 2.9931, recall: 0.9963, relative_absolute_error: 0.0042, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0304, root_relative_squared_error: 0.0921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9972, kappa: 0.9968, kb_relative_information_score: 1076.848, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9973, predictive_accuracy: 0.9972, prior_entropy: 2.9931, recall: 0.9972, relative_absolute_error: 0.0032, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0264, root_relative_squared_error: 0.0797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.636, f_measure: 0.3601, kappa: 0.2717, kb_relative_information_score: 345.7337, mean_absolute_error: 0.1588, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.3672, predictive_accuracy: 0.3648, prior_entropy: 2.9931, recall: 0.3648, relative_absolute_error: 0.7269, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.3985, root_relative_squared_error: 1.2057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9981, kappa: 0.9979, kb_relative_information_score: 1077.8718, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9982, predictive_accuracy: 0.9981, prior_entropy: 2.9931, recall: 0.9981, relative_absolute_error: 0.0021, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0215, root_relative_squared_error: 0.0651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5624, kappa: 0.1247, kb_relative_information_score: 202.1152, mean_absolute_error: 0.1884, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.2463, prior_entropy: 2.9931, recall: 0.2463, relative_absolute_error: 0.8625, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4341, root_relative_squared_error: 1.3134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6624, kappa: 0.3257, kb_relative_information_score: 398.209, mean_absolute_error: 0.1458, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.4167, prior_entropy: 2.9931, recall: 0.4167, relative_absolute_error: 0.6675, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.3819, root_relative_squared_error: 1.1555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9777, kappa: 0.9746, kb_relative_information_score: 1054.9187, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9784, predictive_accuracy: 0.9778, prior_entropy: 2.9931, recall: 0.9778, relative_absolute_error: 0.0254, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.2255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5032, kappa: 0.0065, kb_relative_information_score: 89.4881, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.1444, prior_entropy: 2.9931, recall: 0.1444, relative_absolute_error: 0.9791, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4625, root_relative_squared_error: 1.3993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5645, kappa: 0.129, kb_relative_information_score: 206.2107, mean_absolute_error: 0.1875, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.25, prior_entropy: 2.9931, recall: 0.25, relative_absolute_error: 0.8583, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.433, root_relative_squared_error: 1.3102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4297, f_measure: 0.0023, kappa: -0.1404, kb_relative_information_score: -66.0993, mean_absolute_error: 0.2491, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.0017, predictive_accuracy: 0.0037, prior_entropy: 2.9931, recall: 0.0037, relative_absolute_error: 1.1401, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4991, root_relative_squared_error: 1.5101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9981, kappa: 0.9979, kb_relative_information_score: 1077.8718, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9982, predictive_accuracy: 0.9981, prior_entropy: 2.9931, recall: 0.9981, relative_absolute_error: 0.0021, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0215, root_relative_squared_error: 0.0651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.514, kappa: 0.028, kb_relative_information_score: 109.9657, mean_absolute_error: 0.2093, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.163, prior_entropy: 2.9931, recall: 0.163, relative_absolute_error: 0.9579, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4574, root_relative_squared_error: 1.3841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4283, f_measure: 0.0018, kappa: -0.1431, kb_relative_information_score: -67.166, mean_absolute_error: 0.2493, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.0013, predictive_accuracy: 0.0028, prior_entropy: 2.9931, recall: 0.0028, relative_absolute_error: 1.1412, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4993, root_relative_squared_error: 1.5108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6199, kappa: 0.2405, kb_relative_information_score: 314.7103, mean_absolute_error: 0.1639, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.3444, prior_entropy: 2.9931, recall: 0.3444, relative_absolute_error: 0.7502, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4048, root_relative_squared_error: 1.2249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9972, kappa: 0.9968, kb_relative_information_score: 1076.848, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9972, predictive_accuracy: 0.9972, prior_entropy: 2.9931, recall: 0.9972, relative_absolute_error: 0.0032, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0264, root_relative_squared_error: 0.0797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4323, f_measure: 0.0066, kappa: -0.1352, kb_relative_information_score: -61.9183, mean_absolute_error: 0.2481, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.0105, predictive_accuracy: 0.0074, prior_entropy: 2.9931, recall: 0.0074, relative_absolute_error: 1.1359, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4981, root_relative_squared_error: 1.5072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9991, kappa: 0.9989, kb_relative_information_score: 1078.9385, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9991, predictive_accuracy: 0.9991, prior_entropy: 2.9931, recall: 0.9991, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0152, root_relative_squared_error: 0.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9632, kappa: 0.9566, kb_relative_information_score: 1036.158, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9678, predictive_accuracy: 0.962, prior_entropy: 2.9931, recall: 0.962, relative_absolute_error: 0.0434, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0974, root_relative_squared_error: 0.2948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9981, kappa: 0.9979, kb_relative_information_score: 1077.8718, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9982, predictive_accuracy: 0.9981, prior_entropy: 2.9931, recall: 0.9981, relative_absolute_error: 0.0021, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0215, root_relative_squared_error: 0.0651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9972, kappa: 0.9968, kb_relative_information_score: 1076.8052, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9972, predictive_accuracy: 0.9972, prior_entropy: 2.9931, recall: 0.9972, relative_absolute_error: 0.0032, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0264, root_relative_squared_error: 0.0797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6249, f_measure: 0.3448, kappa: 0.249, kb_relative_information_score: 322.0337, mean_absolute_error: 0.1639, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.3549, predictive_accuracy: 0.3444, prior_entropy: 2.9931, recall: 0.3444, relative_absolute_error: 0.7502, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4048, root_relative_squared_error: 1.2249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9935, kappa: 0.9926, kb_relative_information_score: 1072.6241, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9936, predictive_accuracy: 0.9935, prior_entropy: 2.9931, recall: 0.9935, relative_absolute_error: 0.0074, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0403, root_relative_squared_error: 0.1218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1079.9624, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 1, predictive_accuracy: 1, prior_entropy: 2.9931, recall: 1, root_mean_prior_squared_error: 0.3305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6556, f_measure: 0.4056, kappa: 0.311, kb_relative_information_score: 385.6065, mean_absolute_error: 0.1502, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.4557, predictive_accuracy: 0.3991, prior_entropy: 2.9931, recall: 0.3991, relative_absolute_error: 0.6877, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.3876, root_relative_squared_error: 1.1728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9981, kappa: 0.9979, kb_relative_information_score: 1077.8718, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9982, predictive_accuracy: 0.9981, prior_entropy: 2.9931, recall: 0.9981, relative_absolute_error: 0.0021, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0215, root_relative_squared_error: 0.0651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.9232, kappa: 0.9121, kb_relative_information_score: 992.5455, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9252, predictive_accuracy: 0.9231, prior_entropy: 2.9931, recall: 0.9231, relative_absolute_error: 0.0879, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.1386, root_relative_squared_error: 0.4194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9981, kappa: 0.9979, kb_relative_information_score: 1077.8718, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9982, predictive_accuracy: 0.9981, prior_entropy: 2.9931, recall: 0.9981, relative_absolute_error: 0.0021, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0215, root_relative_squared_error: 0.0651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9981, kappa: 0.9979, kb_relative_information_score: 1077.8718, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9982, predictive_accuracy: 0.9981, prior_entropy: 2.9931, recall: 0.9981, relative_absolute_error: 0.0021, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0215, root_relative_squared_error: 0.0651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8337, f_measure: 0.7138, kappa: 0.6679, kb_relative_information_score: 745.0306, mean_absolute_error: 0.0725, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.7275, predictive_accuracy: 0.7102, prior_entropy: 2.9931, recall: 0.7102, relative_absolute_error: 0.3317, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.2692, root_relative_squared_error: 0.8144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9639, kappa: 0.9587, kb_relative_information_score: 1039.1558, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9654, predictive_accuracy: 0.9639, prior_entropy: 2.9931, recall: 0.9639, relative_absolute_error: 0.0413, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.095, root_relative_squared_error: 0.2875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7152, f_measure: 0.4948, kappa: 0.4313, kb_relative_information_score: 505.3171, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.568, predictive_accuracy: 0.5056, prior_entropy: 2.9931, recall: 0.5056, relative_absolute_error: 0.5658, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.3516, root_relative_squared_error: 1.0638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8737, f_measure: 0.7774, kappa: 0.7468, kb_relative_information_score: 824.3964, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.7805, predictive_accuracy: 0.7787, prior_entropy: 2.9931, recall: 0.7787, relative_absolute_error: 0.2532, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.2352, root_relative_squared_error: 0.7117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6055, f_measure: 0.3093, kappa: 0.2105, kb_relative_information_score: 284.2561, mean_absolute_error: 0.1722, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.3176, predictive_accuracy: 0.3111, prior_entropy: 2.9931, recall: 0.3111, relative_absolute_error: 0.7883, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.415, root_relative_squared_error: 1.2557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.962, kappa: 0.9555, kb_relative_information_score: 1034.7492, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9653, predictive_accuracy: 0.9611, prior_entropy: 2.9931, recall: 0.9611, relative_absolute_error: 0.0445, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0986, root_relative_squared_error: 0.2983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9731, kappa: 0.9682, kb_relative_information_score: 1047.7166, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9762, predictive_accuracy: 0.9722, prior_entropy: 2.9931, recall: 0.9722, relative_absolute_error: 0.0318, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0833, root_relative_squared_error: 0.2521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6412, f_measure: 0.3764, kappa: 0.2826, kb_relative_information_score: 357.5615, mean_absolute_error: 0.1563, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.4125, predictive_accuracy: 0.375, prior_entropy: 2.9931, recall: 0.375, relative_absolute_error: 0.7152, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.3953, root_relative_squared_error: 1.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6058, f_measure: 0.3131, kappa: 0.2116, kb_relative_information_score: 286.5259, mean_absolute_error: 0.172, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.3252, predictive_accuracy: 0.312, prior_entropy: 2.9931, recall: 0.312, relative_absolute_error: 0.7873, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4147, root_relative_squared_error: 1.2548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.739, f_measure: 0.5445, kappa: 0.4777, kb_relative_information_score: 552.0863, mean_absolute_error: 0.1139, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.5607, predictive_accuracy: 0.5444, prior_entropy: 2.9931, recall: 0.5444, relative_absolute_error: 0.5213, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.3375, root_relative_squared_error: 1.0211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9981, kappa: 0.9979, kb_relative_information_score: 1077.8718, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9982, predictive_accuracy: 0.9981, prior_entropy: 2.9931, recall: 0.9981, relative_absolute_error: 0.0021, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0215, root_relative_squared_error: 0.0651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9954, kappa: 0.9947, kb_relative_information_score: 1074.7146, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9954, predictive_accuracy: 0.9954, prior_entropy: 2.9931, recall: 0.9954, relative_absolute_error: 0.0053, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.034, root_relative_squared_error: 0.1029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5618, kappa: 0.1237, kb_relative_information_score: 201.0913, mean_absolute_error: 0.1887, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.2454, prior_entropy: 2.9931, recall: 0.2454, relative_absolute_error: 0.8636, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4343, root_relative_squared_error: 1.3142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9935, kappa: 0.9926, kb_relative_information_score: 1072.5386, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9937, predictive_accuracy: 0.9935, prior_entropy: 2.9931, recall: 0.9935, relative_absolute_error: 0.0074, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0403, root_relative_squared_error: 0.1218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9873, kappa: 0.9852, kb_relative_information_score: 1065.161, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9883, predictive_accuracy: 0.987, prior_entropy: 2.9931, recall: 0.987, relative_absolute_error: 0.0148, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0569, root_relative_squared_error: 0.1722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9981, kappa: 0.9979, kb_relative_information_score: 1077.8718, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9982, predictive_accuracy: 0.9981, prior_entropy: 2.9931, recall: 0.9981, relative_absolute_error: 0.0021, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0215, root_relative_squared_error: 0.0651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5613, kappa: 0.1226, kb_relative_information_score: 200.0674, mean_absolute_error: 0.1889, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.2444, prior_entropy: 2.9931, recall: 0.2444, relative_absolute_error: 0.8646, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4346, root_relative_squared_error: 1.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9935, kappa: 0.9926, kb_relative_information_score: 1072.5386, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9937, predictive_accuracy: 0.9935, prior_entropy: 2.9931, recall: 0.9935, relative_absolute_error: 0.0074, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0403, root_relative_squared_error: 0.1218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9864, kappa: 0.9841, kb_relative_information_score: 1063.9892, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9875, predictive_accuracy: 0.9861, prior_entropy: 2.9931, recall: 0.9861, relative_absolute_error: 0.0159, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0589, root_relative_squared_error: 0.1783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5376, kappa: 0.0753, kb_relative_information_score: 155.0166, mean_absolute_error: 0.1991, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.2037, prior_entropy: 2.9931, recall: 0.2037, relative_absolute_error: 0.9112, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4462, root_relative_squared_error: 1.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6406, kappa: 0.282, kb_relative_information_score: 355.3288, mean_absolute_error: 0.1551, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.3796, prior_entropy: 2.9931, recall: 0.3796, relative_absolute_error: 0.7099, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.3938, root_relative_squared_error: 1.1916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6013, f_measure: 0.3001, kappa: 0.2023, kb_relative_information_score: 276.8056, mean_absolute_error: 0.1738, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.3087, predictive_accuracy: 0.3046, prior_entropy: 2.9931, recall: 0.3046, relative_absolute_error: 0.7958, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4169, root_relative_squared_error: 1.2616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9981, kappa: 0.9979, kb_relative_information_score: 1077.8718, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9982, predictive_accuracy: 0.9981, prior_entropy: 2.9931, recall: 0.9981, relative_absolute_error: 0.0021, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0215, root_relative_squared_error: 0.0651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6141, f_measure: 0.3263, kappa: 0.2275, kb_relative_information_score: 301.0161, mean_absolute_error: 0.1685, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.3382, predictive_accuracy: 0.3259, prior_entropy: 2.9931, recall: 0.3259, relative_absolute_error: 0.7714, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4105, root_relative_squared_error: 1.2421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9981, kappa: 0.9979, kb_relative_information_score: 1077.8718, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9982, predictive_accuracy: 0.9981, prior_entropy: 2.9931, recall: 0.9981, relative_absolute_error: 0.0021, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0215, root_relative_squared_error: 0.0651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9908, kappa: 0.9894, kb_relative_information_score: 1069.2334, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.991, predictive_accuracy: 0.9907, prior_entropy: 2.9931, recall: 0.9907, relative_absolute_error: 0.0106, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0481, root_relative_squared_error: 0.1456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9972, kappa: 0.9968, kb_relative_information_score: 1076.8052, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9972, predictive_accuracy: 0.9972, prior_entropy: 2.9931, recall: 0.9972, relative_absolute_error: 0.0032, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0264, root_relative_squared_error: 0.0797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.684, f_measure: 0.4444, kappa: 0.3674, kb_relative_information_score: 440.7384, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.4538, predictive_accuracy: 0.4481, prior_entropy: 2.9931, recall: 0.4481, relative_absolute_error: 0.6315, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.3714, root_relative_squared_error: 1.1239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5656, kappa: 0.1313, kb_relative_information_score: 208.6862, mean_absolute_error: 0.187, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.2519, prior_entropy: 2.9931, recall: 0.2519, relative_absolute_error: 0.8562, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4325, root_relative_squared_error: 1.3086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9864, kappa: 0.9841, kb_relative_information_score: 1063.9892, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9875, predictive_accuracy: 0.9861, prior_entropy: 2.9931, recall: 0.9861, relative_absolute_error: 0.0159, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0589, root_relative_squared_error: 0.1783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6455, f_measure: 0.3754, kappa: 0.2905, kb_relative_information_score: 363.5451, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.3846, predictive_accuracy: 0.3815, prior_entropy: 2.9931, recall: 0.3815, relative_absolute_error: 0.7078, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.3932, root_relative_squared_error: 1.1898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9991, kappa: 0.9989, kb_relative_information_score: 1078.9385, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9991, predictive_accuracy: 0.9991, prior_entropy: 2.9931, recall: 0.9991, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0152, root_relative_squared_error: 0.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5651, kappa: 0.1303, kb_relative_information_score: 207.7051, mean_absolute_error: 0.1873, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.2509, prior_entropy: 2.9931, recall: 0.2509, relative_absolute_error: 0.8572, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4327, root_relative_squared_error: 1.3094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6158, f_measure: 0.3293, kappa: 0.231, kb_relative_information_score: 304.3676, mean_absolute_error: 0.1678, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.3391, predictive_accuracy: 0.3287, prior_entropy: 2.9931, recall: 0.3287, relative_absolute_error: 0.7682, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4097, root_relative_squared_error: 1.2395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5624, kappa: 0.1247, kb_relative_information_score: 202.1152, mean_absolute_error: 0.1884, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.2463, prior_entropy: 2.9931, recall: 0.2463, relative_absolute_error: 0.8625, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4341, root_relative_squared_error: 1.3134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7806, f_measure: 0.5686, kappa: 0.562, kb_relative_information_score: 632.6785, mean_absolute_error: 0.0951, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.7405, predictive_accuracy: 0.6194, prior_entropy: 2.9931, recall: 0.6194, relative_absolute_error: 0.4355, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.3084, root_relative_squared_error: 0.9333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9972, kappa: 0.9968, kb_relative_information_score: 1076.8052, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9972, predictive_accuracy: 0.9972, prior_entropy: 2.9931, recall: 0.9972, relative_absolute_error: 0.0032, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0264, root_relative_squared_error: 0.0797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7816, f_measure: 0.5693, kappa: 0.5641, kb_relative_information_score: 634.7262, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.7543, predictive_accuracy: 0.6213, prior_entropy: 2.9931, recall: 0.6213, relative_absolute_error: 0.4334, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5672, kappa: 0.1344, kb_relative_information_score: 211.3301, mean_absolute_error: 0.1863, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.2546, prior_entropy: 2.9931, recall: 0.2546, relative_absolute_error: 0.853, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4317, root_relative_squared_error: 1.3061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8668, f_measure: 0.7566, kappa: 0.7342, kb_relative_information_score: 806.9308, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.8098, predictive_accuracy: 0.7685, prior_entropy: 2.9931, recall: 0.7685, relative_absolute_error: 0.2649, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.2406, root_relative_squared_error: 0.7279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9991, kappa: 0.9989, kb_relative_information_score: 1078.9385, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9991, predictive_accuracy: 0.9991, prior_entropy: 2.9931, recall: 0.9991, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0152, root_relative_squared_error: 0.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9981, kappa: 0.9979, kb_relative_information_score: 1077.8718, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9982, predictive_accuracy: 0.9981, prior_entropy: 2.9931, recall: 0.9981, relative_absolute_error: 0.0021, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0215, root_relative_squared_error: 0.0651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5927, f_measure: 0.2839, kappa: 0.1853, kb_relative_information_score: 260.2916, mean_absolute_error: 0.1775, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.2969, predictive_accuracy: 0.2898, prior_entropy: 2.9931, recall: 0.2898, relative_absolute_error: 0.8127, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4214, root_relative_squared_error: 1.2749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5828, kappa: 0.1665, kb_relative_information_score: 244.0169, mean_absolute_error: 0.1796, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.2815, prior_entropy: 2.9931, recall: 0.2815, relative_absolute_error: 0.8222, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4238, root_relative_squared_error: 1.2824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9676, kappa: 0.9618, kb_relative_information_score: 1041.1063, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.971, predictive_accuracy: 0.9667, prior_entropy: 2.9931, recall: 0.9667, relative_absolute_error: 0.0381, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.2762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5634, kappa: 0.1269, kb_relative_information_score: 204.1629, mean_absolute_error: 0.188, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.2481, prior_entropy: 2.9931, recall: 0.2481, relative_absolute_error: 0.8604, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4335, root_relative_squared_error: 1.3118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9981, kappa: 0.9979, kb_relative_information_score: 1077.8718, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9982, predictive_accuracy: 0.9981, prior_entropy: 2.9931, recall: 0.9981, relative_absolute_error: 0.0021, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0215, root_relative_squared_error: 0.0651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9406, f_measure: 0.8988, kappa: 0.8813, kb_relative_information_score: 959.7622, mean_absolute_error: 0.0259, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9047, predictive_accuracy: 0.8963, prior_entropy: 2.9931, recall: 0.8963, relative_absolute_error: 0.1187, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.161, root_relative_squared_error: 0.4872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9981, kappa: 0.9979, kb_relative_information_score: 1077.8718, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9982, predictive_accuracy: 0.9981, prior_entropy: 2.9931, recall: 0.9981, relative_absolute_error: 0.0021, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0215, root_relative_squared_error: 0.0651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9981, kappa: 0.9979, kb_relative_information_score: 1077.8718, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9982, predictive_accuracy: 0.9981, prior_entropy: 2.9931, recall: 0.9981, relative_absolute_error: 0.0021, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0215, root_relative_squared_error: 0.0651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4297, kappa: -0.1406, kb_relative_information_score: -61.0227, mean_absolute_error: 0.2479, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.0083, prior_entropy: 2.9931, recall: 0.0083, relative_absolute_error: 1.1348, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4979, root_relative_squared_error: 1.5065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9981, kappa: 0.9979, kb_relative_information_score: 1077.8718, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9982, predictive_accuracy: 0.9981, prior_entropy: 2.9931, recall: 0.9981, relative_absolute_error: 0.0021, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0215, root_relative_squared_error: 0.0651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9991, kappa: 0.9989, kb_relative_information_score: 1078.9385, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9991, predictive_accuracy: 0.9991, prior_entropy: 2.9931, recall: 0.9991, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0152, root_relative_squared_error: 0.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9981, kappa: 0.9979, kb_relative_information_score: 1077.8718, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9982, predictive_accuracy: 0.9981, prior_entropy: 2.9931, recall: 0.9981, relative_absolute_error: 0.0021, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0215, root_relative_squared_error: 0.0651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9981, kappa: 0.9979, kb_relative_information_score: 1077.8718, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9982, predictive_accuracy: 0.9981, prior_entropy: 2.9931, recall: 0.9981, relative_absolute_error: 0.0021, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0215, root_relative_squared_error: 0.0651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5618, kappa: 0.1237, kb_relative_information_score: 201.0913, mean_absolute_error: 0.1887, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.2454, prior_entropy: 2.9931, recall: 0.2454, relative_absolute_error: 0.8636, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4343, root_relative_squared_error: 1.3142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.9199, kappa: 0.8992, kb_relative_information_score: 977.1647, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9461, predictive_accuracy: 0.912, prior_entropy: 2.9931, recall: 0.912, relative_absolute_error: 0.1007, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.1483, root_relative_squared_error: 0.4487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9991, kappa: 0.9989, kb_relative_information_score: 1078.9385, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9991, predictive_accuracy: 0.9991, prior_entropy: 2.9931, recall: 0.9991, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0152, root_relative_squared_error: 0.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9467, f_measure: 0.9073, kappa: 0.894, kb_relative_information_score: 973.5086, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9118, predictive_accuracy: 0.9074, prior_entropy: 2.9931, recall: 0.9074, relative_absolute_error: 0.106, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.1521, root_relative_squared_error: 0.4603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6076, f_measure: 0.3118, kappa: 0.215, kb_relative_information_score: 289.7534, mean_absolute_error: 0.1711, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.3254, predictive_accuracy: 0.3157, prior_entropy: 2.9931, recall: 0.3157, relative_absolute_error: 0.783, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4136, root_relative_squared_error: 1.2514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5059, kappa: 0.0118, kb_relative_information_score: 94.6075, mean_absolute_error: 0.2127, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.1491, prior_entropy: 2.9931, recall: 0.1491, relative_absolute_error: 0.9738, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4612, root_relative_squared_error: 1.3955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6662, f_measure: 0.4122, kappa: 0.3319, kb_relative_information_score: 405.4728, mean_absolute_error: 0.1456, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.4253, predictive_accuracy: 0.4176, prior_entropy: 2.9931, recall: 0.4176, relative_absolute_error: 0.6665, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.3816, root_relative_squared_error: 1.1545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9991, kappa: 0.9989, kb_relative_information_score: 1078.9385, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9991, predictive_accuracy: 0.9991, prior_entropy: 2.9931, recall: 0.9991, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0152, root_relative_squared_error: 0.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5624, kappa: 0.1247, kb_relative_information_score: 202.1152, mean_absolute_error: 0.1884, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.2463, prior_entropy: 2.9931, recall: 0.2463, relative_absolute_error: 0.8625, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4341, root_relative_squared_error: 1.3134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6485, f_measure: 0.3854, kappa: 0.2964, kb_relative_information_score: 369.8712, mean_absolute_error: 0.1535, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.4076, predictive_accuracy: 0.3861, prior_entropy: 2.9931, recall: 0.3861, relative_absolute_error: 0.7025, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.3918, root_relative_squared_error: 1.1853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9383, f_measure: 0.8929, kappa: 0.877, kb_relative_information_score: 954.5616, mean_absolute_error: 0.0269, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.8966, predictive_accuracy: 0.8926, prior_entropy: 2.9931, recall: 0.8926, relative_absolute_error: 0.1229, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.1639, root_relative_squared_error: 0.4958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5102, kappa: 0.0204, kb_relative_information_score: 102.7985, mean_absolute_error: 0.2109, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.1565, prior_entropy: 2.9931, recall: 0.1565, relative_absolute_error: 0.9653, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4592, root_relative_squared_error: 1.3895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5274, kappa: 0.0549, kb_relative_information_score: 135.6483, mean_absolute_error: 0.2035, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, predictive_accuracy: 0.1861, prior_entropy: 2.9931, recall: 0.1861, relative_absolute_error: 0.9314, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.4511, root_relative_squared_error: 1.3648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9981, kappa: 0.9979, kb_relative_information_score: 1077.8718, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2185, number_of_instances: 1080, precision: 0.9982, predictive_accuracy: 0.9981, prior_entropy: 2.9931, recall: 0.9981, relative_absolute_error: 0.0021, root_mean_prior_squared_error: 0.3305, root_mean_squared_error: 0.0215, root_relative_squared_error: 0.0651,

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