Task
Supervised Classification on nomao

Supervised Classification on nomao

Task 145854 Supervised Classification nomao 32334 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.933, kappa: 0.8333, kb_relative_information_score: 23467.5628, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9341, predictive_accuracy: 0.9342, prior_entropy: 0.863, recall: 0.9342, relative_absolute_error: 0.3485, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2291, root_relative_squared_error: 0.5072, scimark_benchmark: 1267.3839, usercpu_time_millis: 330.49, usercpu_time_millis_testing: 13.558, usercpu_time_millis_training: 316.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.97, kappa: 0.9264, kb_relative_information_score: 29551.4614, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.97, predictive_accuracy: 0.9701, prior_entropy: 0.863, recall: 0.9701, relative_absolute_error: 0.1556, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1541, root_relative_squared_error: 0.3412, scimark_benchmark: 1234.4868, usercpu_time_millis: 852.431, usercpu_time_millis_testing: 32.112, usercpu_time_millis_training: 820.319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9593, kappa: 0.9, kb_relative_information_score: 27859.3774, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9593, predictive_accuracy: 0.9595, prior_entropy: 0.863, recall: 0.9595, relative_absolute_error: 0.2072, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.3988, scimark_benchmark: 1250.2354, usercpu_time_millis: 805.277, usercpu_time_millis_testing: 29.075, usercpu_time_millis_training: 776.202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9649, kappa: 0.9137, kb_relative_information_score: 29409.1986, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9648, predictive_accuracy: 0.9649, prior_entropy: 0.863, recall: 0.9649, relative_absolute_error: 0.1547, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1664, root_relative_squared_error: 0.3685, scimark_benchmark: 1278.1226, usercpu_time_millis: 1222.576, usercpu_time_millis_testing: 6.465, usercpu_time_millis_training: 1216.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9492, kappa: 0.8745, kb_relative_information_score: 26057.7295, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9493, predictive_accuracy: 0.9496, prior_entropy: 0.863, recall: 0.9496, relative_absolute_error: 0.2651, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2011, root_relative_squared_error: 0.4453, scimark_benchmark: 1281.6271, usercpu_time_millis: 1481.073, usercpu_time_millis_testing: 54.987, usercpu_time_millis_training: 1426.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9588, kappa: 0.8988, kb_relative_information_score: 28074.8401, mean_absolute_error: 0.0806, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9587, predictive_accuracy: 0.9589, prior_entropy: 0.863, recall: 0.9589, relative_absolute_error: 0.1974, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.3997, scimark_benchmark: 1261.1469, usercpu_time_millis: 808.859, usercpu_time_millis_testing: 16.447, usercpu_time_millis_training: 792.412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9653, kappa: 0.9149, kb_relative_information_score: 29284.3957, mean_absolute_error: 0.0653, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9653, predictive_accuracy: 0.9654, prior_entropy: 0.863, recall: 0.9654, relative_absolute_error: 0.1599, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.3633, scimark_benchmark: 1257.6517, usercpu_time_millis: 1182.956, usercpu_time_millis_testing: 16.774, usercpu_time_millis_training: 1166.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9676, kappa: 0.9204, kb_relative_information_score: 29392.7582, mean_absolute_error: 0.0645, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9676, predictive_accuracy: 0.9676, prior_entropy: 0.863, recall: 0.9676, relative_absolute_error: 0.1582, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1604, root_relative_squared_error: 0.3551, scimark_benchmark: 1263.2453, usercpu_time_millis: 220.835, usercpu_time_millis_testing: 7.448, usercpu_time_millis_training: 213.387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9556, kappa: 0.8905, kb_relative_information_score: 27135.0461, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9555, predictive_accuracy: 0.9558, prior_entropy: 0.863, recall: 0.9558, relative_absolute_error: 0.2306, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1884, root_relative_squared_error: 0.4171, scimark_benchmark: 1270.1629, usercpu_time_millis: 306.252, usercpu_time_millis_testing: 12.501, usercpu_time_millis_training: 293.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9469, kappa: 0.8694, kb_relative_information_score: 26624.9521, mean_absolute_error: 0.0981, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9469, predictive_accuracy: 0.9472, prior_entropy: 0.863, recall: 0.9472, relative_absolute_error: 0.2404, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2017, root_relative_squared_error: 0.4466, scimark_benchmark: 1253.1491, usercpu_time_millis: 1415.238, usercpu_time_millis_testing: 38.104, usercpu_time_millis_training: 1377.134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9251, kappa: 0.8131, kb_relative_information_score: 21144.8982, mean_absolute_error: 0.1722, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9267, predictive_accuracy: 0.9267, prior_entropy: 0.863, recall: 0.9267, relative_absolute_error: 0.4219, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2496, root_relative_squared_error: 0.5525, scimark_benchmark: 1266.1699, usercpu_time_millis: 333.202, usercpu_time_millis_testing: 18.231, usercpu_time_millis_training: 314.971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.964, kappa: 0.9116, kb_relative_information_score: 28701.3905, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.964, predictive_accuracy: 0.9641, prior_entropy: 0.863, recall: 0.9641, relative_absolute_error: 0.1813, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1684, root_relative_squared_error: 0.3728, scimark_benchmark: 1259.5679, usercpu_time_millis: 960.043, usercpu_time_millis_testing: 35.482, usercpu_time_millis_training: 924.561,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.967, kappa: 0.9189, kb_relative_information_score: 29322.1325, mean_absolute_error: 0.0656, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9669, predictive_accuracy: 0.967, prior_entropy: 0.863, recall: 0.967, relative_absolute_error: 0.1608, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1606, root_relative_squared_error: 0.3555, scimark_benchmark: 1237.9986, usercpu_time_millis: 1747.721, usercpu_time_millis_testing: 49.325, usercpu_time_millis_training: 1698.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9501, kappa: 0.8773, kb_relative_information_score: 26948.7877, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.95, predictive_accuracy: 0.9502, prior_entropy: 0.863, recall: 0.9502, relative_absolute_error: 0.231, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.4364, scimark_benchmark: 1267.3968, usercpu_time_millis: 674.434, usercpu_time_millis_testing: 21.502, usercpu_time_millis_training: 652.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9608, kappa: 0.9034, kb_relative_information_score: 27651.1452, mean_absolute_error: 0.0891, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9608, predictive_accuracy: 0.961, prior_entropy: 0.863, recall: 0.961, relative_absolute_error: 0.2183, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.3936, scimark_benchmark: 1267.9276, usercpu_time_millis: 1052.305, usercpu_time_millis_testing: 68.942, usercpu_time_millis_training: 983.363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9475, kappa: 0.8712, kb_relative_information_score: 28095.6727, mean_absolute_error: 0.0768, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9475, predictive_accuracy: 0.9476, prior_entropy: 0.863, recall: 0.9476, relative_absolute_error: 0.1881, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.4312, scimark_benchmark: 1299.3779, usercpu_time_millis: 10372.532, usercpu_time_millis_testing: 0.837, usercpu_time_millis_training: 10371.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9616, kappa: 0.9058, kb_relative_information_score: 28561.4202, mean_absolute_error: 0.0748, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9616, predictive_accuracy: 0.9617, prior_entropy: 0.863, recall: 0.9617, relative_absolute_error: 0.1833, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1735, root_relative_squared_error: 0.3842, scimark_benchmark: 1298.0579, usercpu_time_millis: 1019.777, usercpu_time_millis_testing: 36.046, usercpu_time_millis_training: 983.731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9626, kappa: 0.9082, kb_relative_information_score: 28856.2766, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9626, predictive_accuracy: 0.9627, prior_entropy: 0.863, recall: 0.9627, relative_absolute_error: 0.1731, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1704, root_relative_squared_error: 0.3772, scimark_benchmark: 1261.3759, usercpu_time_millis: 1847.723, usercpu_time_millis_testing: 31.949, usercpu_time_millis_training: 1815.774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9444, kappa: 0.8631, kb_relative_information_score: 26353.8151, mean_absolute_error: 0.1013, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9444, predictive_accuracy: 0.9448, prior_entropy: 0.863, recall: 0.9448, relative_absolute_error: 0.2483, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.205, root_relative_squared_error: 0.4538, scimark_benchmark: 1269.3158, usercpu_time_millis: 1576.627, usercpu_time_millis_testing: 27.041, usercpu_time_millis_training: 1549.586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9559, kappa: 0.8916, kb_relative_information_score: 27451.6248, mean_absolute_error: 0.0889, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9558, predictive_accuracy: 0.956, prior_entropy: 0.863, recall: 0.956, relative_absolute_error: 0.2178, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.4146, scimark_benchmark: 1268.9593, usercpu_time_millis: 2214.543, usercpu_time_millis_testing: 58.839, usercpu_time_millis_training: 2155.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9572, kappa: 0.895, kb_relative_information_score: 29567.3271, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9572, predictive_accuracy: 0.9573, prior_entropy: 0.863, recall: 0.9573, relative_absolute_error: 0.1393, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.181, root_relative_squared_error: 0.4007, scimark_benchmark: 1720.9608, usercpu_time_millis: 257.503, usercpu_time_millis_testing: 256.913, usercpu_time_millis_training: 0.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9388, kappa: 0.8487, kb_relative_information_score: 25749.074, mean_absolute_error: 0.1086, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9389, predictive_accuracy: 0.9394, prior_entropy: 0.863, recall: 0.9394, relative_absolute_error: 0.266, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.213, root_relative_squared_error: 0.4715, scimark_benchmark: 1266.2601, usercpu_time_millis: 1162.143, usercpu_time_millis_testing: 21.006, usercpu_time_millis_training: 1141.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9612, kappa: 0.9046, kb_relative_information_score: 28156.0486, mean_absolute_error: 0.0811, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9612, predictive_accuracy: 0.9614, prior_entropy: 0.863, recall: 0.9614, relative_absolute_error: 0.1988, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1752, root_relative_squared_error: 0.3879, scimark_benchmark: 1260.2566, usercpu_time_millis: 1174.834, usercpu_time_millis_testing: 35.489, usercpu_time_millis_training: 1139.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9642, kappa: 0.912, kb_relative_information_score: 28812.9865, mean_absolute_error: 0.072, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9641, predictive_accuracy: 0.9643, prior_entropy: 0.863, recall: 0.9643, relative_absolute_error: 0.1763, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.169, root_relative_squared_error: 0.3741, scimark_benchmark: 1270.5288, usercpu_time_millis: 135.766, usercpu_time_millis_testing: 4.448, usercpu_time_millis_training: 131.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9697, f_measure: 0.906, kappa: 0.7645, kb_relative_information_score: 18969.9809, mean_absolute_error: 0.1987, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9084, predictive_accuracy: 0.9086, prior_entropy: 0.863, recall: 0.9086, relative_absolute_error: 0.4869, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2747, root_relative_squared_error: 0.6082, scimark_benchmark: 1265.0963, usercpu_time_millis: 593.266, usercpu_time_millis_testing: 0.869, usercpu_time_millis_training: 592.397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9641, kappa: 0.9119, kb_relative_information_score: 28818.8235, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9641, predictive_accuracy: 0.9642, prior_entropy: 0.863, recall: 0.9642, relative_absolute_error: 0.1759, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.169, root_relative_squared_error: 0.3742, scimark_benchmark: 1263.4404, usercpu_time_millis: 799.065, usercpu_time_millis_testing: 26.881, usercpu_time_millis_training: 772.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9423, kappa: 0.8573, kb_relative_information_score: 25359.3069, mean_absolute_error: 0.1168, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9426, predictive_accuracy: 0.943, prior_entropy: 0.863, recall: 0.943, relative_absolute_error: 0.2862, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.4656, scimark_benchmark: 1257.5393, usercpu_time_millis: 323.487, usercpu_time_millis_testing: 12.469, usercpu_time_millis_training: 311.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9602, kappa: 0.9018, kb_relative_information_score: 27211.4835, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9603, predictive_accuracy: 0.9605, prior_entropy: 0.863, recall: 0.9605, relative_absolute_error: 0.2346, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1811, root_relative_squared_error: 0.401, scimark_benchmark: 1254.1634, usercpu_time_millis: 828.213, usercpu_time_millis_testing: 43.344, usercpu_time_millis_training: 784.869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9428, kappa: 0.8585, kb_relative_information_score: 25812.4915, mean_absolute_error: 0.1096, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9429, predictive_accuracy: 0.9433, prior_entropy: 0.863, recall: 0.9433, relative_absolute_error: 0.2684, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.4618, scimark_benchmark: 1301.1156, usercpu_time_millis: 1404.887, usercpu_time_millis_testing: 59.922, usercpu_time_millis_training: 1344.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9521, kappa: 0.8817, kb_relative_information_score: 26551.3412, mean_absolute_error: 0.1017, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9521, predictive_accuracy: 0.9524, prior_entropy: 0.863, recall: 0.9524, relative_absolute_error: 0.2493, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1955, root_relative_squared_error: 0.4327, scimark_benchmark: 1259.082, usercpu_time_millis: 1494.818, usercpu_time_millis_testing: 68.688, usercpu_time_millis_training: 1426.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9397, kappa: 0.8508, kb_relative_information_score: 25412.1377, mean_absolute_error: 0.1146, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.94, predictive_accuracy: 0.9404, prior_entropy: 0.863, recall: 0.9404, relative_absolute_error: 0.2808, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.4719, scimark_benchmark: 1285.8796, usercpu_time_millis: 1275.844, usercpu_time_millis_testing: 38.363, usercpu_time_millis_training: 1237.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9694, kappa: 0.9249, kb_relative_information_score: 30060.307, mean_absolute_error: 0.0554, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9694, predictive_accuracy: 0.9694, prior_entropy: 0.863, recall: 0.9694, relative_absolute_error: 0.1358, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1528, root_relative_squared_error: 0.3383, scimark_benchmark: 1266.269, usercpu_time_millis: 2376.031, usercpu_time_millis_testing: 29.072, usercpu_time_millis_training: 2346.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.8832, kappa: 0.7028, kb_relative_information_score: 14606.2677, mean_absolute_error: 0.2566, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8966, predictive_accuracy: 0.8901, prior_entropy: 0.863, recall: 0.8901, relative_absolute_error: 0.6289, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3098, root_relative_squared_error: 0.6857, scimark_benchmark: 1272.0936, usercpu_time_millis: 553.305, usercpu_time_millis_testing: 36.991, usercpu_time_millis_training: 516.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9429, kappa: 0.8586, kb_relative_information_score: 24528.8593, mean_absolute_error: 0.1295, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9434, predictive_accuracy: 0.9437, prior_entropy: 0.863, recall: 0.9437, relative_absolute_error: 0.3173, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.4768, scimark_benchmark: 1301.2349, usercpu_time_millis: 475.558, usercpu_time_millis_testing: 17.633, usercpu_time_millis_training: 457.925,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9452, kappa: 0.8656, kb_relative_information_score: 27721.7161, mean_absolute_error: 0.0818, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9452, predictive_accuracy: 0.9453, prior_entropy: 0.863, recall: 0.9453, relative_absolute_error: 0.2003, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.44, scimark_benchmark: 1258.7119, usercpu_time_millis: 720.831, usercpu_time_millis_testing: 1.047, usercpu_time_millis_training: 719.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9627, kappa: 0.9083, kb_relative_information_score: 28930.6607, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9626, predictive_accuracy: 0.9627, prior_entropy: 0.863, recall: 0.9627, relative_absolute_error: 0.1705, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1715, root_relative_squared_error: 0.3796, scimark_benchmark: 1240.2905, usercpu_time_millis: 13374.952, usercpu_time_millis_testing: 83.941, usercpu_time_millis_training: 13291.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9545, kappa: 0.8881, kb_relative_information_score: 27114.6302, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9545, predictive_accuracy: 0.9547, prior_entropy: 0.863, recall: 0.9547, relative_absolute_error: 0.2295, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1903, root_relative_squared_error: 0.4212, scimark_benchmark: 1255.8334, usercpu_time_millis: 2399.383, usercpu_time_millis_testing: 59.51, usercpu_time_millis_training: 2339.873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9574, kappa: 0.8953, kb_relative_information_score: 27486.2872, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9574, predictive_accuracy: 0.9576, prior_entropy: 0.863, recall: 0.9576, relative_absolute_error: 0.2185, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1852, root_relative_squared_error: 0.4099, scimark_benchmark: 1280.9156, usercpu_time_millis: 174.674, usercpu_time_millis_testing: 6.877, usercpu_time_millis_training: 167.797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9504, kappa: 0.8779, kb_relative_information_score: 26884.2121, mean_absolute_error: 0.0955, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9503, predictive_accuracy: 0.9506, prior_entropy: 0.863, recall: 0.9506, relative_absolute_error: 0.234, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.4368, scimark_benchmark: 1294.8871, usercpu_time_millis: 907.457, usercpu_time_millis_testing: 41.161, usercpu_time_millis_training: 866.296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.9374, kappa: 0.8451, kb_relative_information_score: 25468.9633, mean_absolute_error: 0.1126, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9377, predictive_accuracy: 0.9382, prior_entropy: 0.863, recall: 0.9382, relative_absolute_error: 0.2759, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.4788, scimark_benchmark: 1261.8483, usercpu_time_millis: 1503.679, usercpu_time_millis_testing: 48.434, usercpu_time_millis_training: 1455.245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9374, kappa: 0.8448, kb_relative_information_score: 25062.0363, mean_absolute_error: 0.1191, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9377, predictive_accuracy: 0.9381, prior_entropy: 0.863, recall: 0.9381, relative_absolute_error: 0.2917, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2177, root_relative_squared_error: 0.482, scimark_benchmark: 1265.3963, usercpu_time_millis: 2768.866, usercpu_time_millis_testing: 68.355, usercpu_time_millis_training: 2700.511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9586, kappa: 0.8984, kb_relative_information_score: 28183.5075, mean_absolute_error: 0.0787, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9585, predictive_accuracy: 0.9586, prior_entropy: 0.863, recall: 0.9586, relative_absolute_error: 0.1929, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1802, root_relative_squared_error: 0.3989, scimark_benchmark: 1240.176, usercpu_time_millis: 5654.902, usercpu_time_millis_testing: 67.897, usercpu_time_millis_training: 5587.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9565, kappa: 0.8932, kb_relative_information_score: 27821.5751, mean_absolute_error: 0.0834, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9564, predictive_accuracy: 0.9566, prior_entropy: 0.863, recall: 0.9566, relative_absolute_error: 0.2044, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.185, root_relative_squared_error: 0.4095, scimark_benchmark: 1274.9216, usercpu_time_millis: 4038.748, usercpu_time_millis_testing: 92.412, usercpu_time_millis_training: 3946.336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9569, kappa: 0.8938, kb_relative_information_score: 27331.2241, mean_absolute_error: 0.0921, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9569, predictive_accuracy: 0.9571, prior_entropy: 0.863, recall: 0.9571, relative_absolute_error: 0.2257, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.185, root_relative_squared_error: 0.4096, scimark_benchmark: 1283.3836, usercpu_time_millis: 298.97, usercpu_time_millis_testing: 16.86, usercpu_time_millis_training: 282.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9225, kappa: 0.805, kb_relative_information_score: 18480.6774, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9279, predictive_accuracy: 0.9252, prior_entropy: 0.863, recall: 0.9252, relative_absolute_error: 0.5233, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2702, root_relative_squared_error: 0.5982, scimark_benchmark: 1263.1808, usercpu_time_millis: 1001.233, usercpu_time_millis_testing: 71.254, usercpu_time_millis_training: 929.979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9345, kappa: 0.8376, kb_relative_information_score: 24912.3014, mean_absolute_error: 0.1205, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.935, predictive_accuracy: 0.9354, prior_entropy: 0.863, recall: 0.9354, relative_absolute_error: 0.2953, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.221, root_relative_squared_error: 0.4893, scimark_benchmark: 1279.0128, usercpu_time_millis: 587.2, usercpu_time_millis_testing: 17.747, usercpu_time_millis_training: 569.453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9394, kappa: 0.8502, kb_relative_information_score: 25784.817, mean_absolute_error: 0.1081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9395, predictive_accuracy: 0.94, prior_entropy: 0.863, recall: 0.94, relative_absolute_error: 0.265, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.4705, scimark_benchmark: 1249.2276, usercpu_time_millis: 3490.604, usercpu_time_millis_testing: 71.774, usercpu_time_millis_training: 3418.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9451, kappa: 0.8646, kb_relative_information_score: 26242.525, mean_absolute_error: 0.1035, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9451, predictive_accuracy: 0.9455, prior_entropy: 0.863, recall: 0.9455, relative_absolute_error: 0.2536, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.205, root_relative_squared_error: 0.4537, scimark_benchmark: 1271.703, usercpu_time_millis: 1035.328, usercpu_time_millis_testing: 36.61, usercpu_time_millis_training: 998.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.9352, kappa: 0.8395, kb_relative_information_score: 25414.3185, mean_absolute_error: 0.1112, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9357, predictive_accuracy: 0.9361, prior_entropy: 0.863, recall: 0.9361, relative_absolute_error: 0.2725, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2215, root_relative_squared_error: 0.4905, scimark_benchmark: 1849.3014, usercpu_time_millis: 640.148, usercpu_time_millis_testing: 4.968, usercpu_time_millis_training: 635.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9653, f_measure: 0.9087, kappa: 0.7729, kb_relative_information_score: 20232.7463, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9091, predictive_accuracy: 0.9102, prior_entropy: 0.863, recall: 0.9102, relative_absolute_error: 0.4341, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2681, root_relative_squared_error: 0.5936, scimark_benchmark: 1843.2356, usercpu_time_millis: 728.859, usercpu_time_millis_testing: 9.251, usercpu_time_millis_training: 719.608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.925, kappa: 0.8124, kb_relative_information_score: 24765.4571, mean_absolute_error: 0.12, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9275, predictive_accuracy: 0.9269, prior_entropy: 0.863, recall: 0.9269, relative_absolute_error: 0.294, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2276, root_relative_squared_error: 0.5038, scimark_benchmark: 1846.3722, usercpu_time_millis: 1589.496, usercpu_time_millis_testing: 10.277, usercpu_time_millis_training: 1579.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9404, kappa: 0.8536, kb_relative_information_score: 27124.4637, mean_absolute_error: 0.0884, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9403, predictive_accuracy: 0.9405, prior_entropy: 0.863, recall: 0.9405, relative_absolute_error: 0.2166, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.4659, scimark_benchmark: 1294.1096, usercpu_time_millis: 11699.087, usercpu_time_millis_testing: 103.484, usercpu_time_millis_training: 11595.603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9376, kappa: 0.8452, kb_relative_information_score: 24627.0605, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9381, predictive_accuracy: 0.9385, prior_entropy: 0.863, recall: 0.9385, relative_absolute_error: 0.3094, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.219, root_relative_squared_error: 0.4849, scimark_benchmark: 1270.9919, usercpu_time_millis: 1179.459, usercpu_time_millis_testing: 40.383, usercpu_time_millis_training: 1139.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9651, kappa: 0.9144, kb_relative_information_score: 29766.652, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9651, predictive_accuracy: 0.9652, prior_entropy: 0.863, recall: 0.9652, relative_absolute_error: 0.1437, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.161, root_relative_squared_error: 0.3564, scimark_benchmark: 1287.2801, usercpu_time_millis: 3059.828, usercpu_time_millis_testing: 20.56, usercpu_time_millis_training: 3039.268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9461, kappa: 0.8666, kb_relative_information_score: 25741.0856, mean_absolute_error: 0.1118, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9463, predictive_accuracy: 0.9466, prior_entropy: 0.863, recall: 0.9466, relative_absolute_error: 0.274, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2059, root_relative_squared_error: 0.4559, scimark_benchmark: 1264.2481, usercpu_time_millis: 1207.25, usercpu_time_millis_testing: 32.306, usercpu_time_millis_training: 1174.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9623, kappa: 0.9074, kb_relative_information_score: 28650.7086, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9622, predictive_accuracy: 0.9624, prior_entropy: 0.863, recall: 0.9624, relative_absolute_error: 0.1803, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1724, root_relative_squared_error: 0.3816, scimark_benchmark: 1264.8492, usercpu_time_millis: 1242.28, usercpu_time_millis_testing: 33.671, usercpu_time_millis_training: 1208.609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9413, kappa: 0.8549, kb_relative_information_score: 25823.3423, mean_absolute_error: 0.1087, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9415, predictive_accuracy: 0.9419, prior_entropy: 0.863, recall: 0.9419, relative_absolute_error: 0.2664, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2105, root_relative_squared_error: 0.4659, scimark_benchmark: 1241.1823, usercpu_time_millis: 1270.773, usercpu_time_millis_testing: 56.975, usercpu_time_millis_training: 1213.798,
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: 0.9928, f_measure: 0.9584, kappa: 0.8972, kb_relative_information_score: 25990.2576, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9588, predictive_accuracy: 0.9588, prior_entropy: 0.863, recall: 0.9588, relative_absolute_error: 0.2793, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1909, root_relative_squared_error: 0.4227, scimark_benchmark: 1256.4449, usercpu_time_millis: 819.116, usercpu_time_millis_testing: 44.802, usercpu_time_millis_training: 774.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.927, kappa: 0.8166, kb_relative_information_score: 18877.6093, mean_absolute_error: 0.2093, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9319, predictive_accuracy: 0.9294, prior_entropy: 0.863, recall: 0.9294, relative_absolute_error: 0.5129, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2657, root_relative_squared_error: 0.5883, scimark_benchmark: 1269.1304, usercpu_time_millis: 811.408, usercpu_time_millis_testing: 62.957, usercpu_time_millis_training: 748.451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9604, kappa: 0.9027, kb_relative_information_score: 28055.0436, mean_absolute_error: 0.0821, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9604, predictive_accuracy: 0.9606, prior_entropy: 0.863, recall: 0.9606, relative_absolute_error: 0.2012, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1774, root_relative_squared_error: 0.3928, scimark_benchmark: 1298.4276, usercpu_time_millis: 1526.238, usercpu_time_millis_testing: 51.321, usercpu_time_millis_training: 1474.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9424, kappa: 0.8585, kb_relative_information_score: 26929.7249, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9423, predictive_accuracy: 0.9425, prior_entropy: 0.863, recall: 0.9425, relative_absolute_error: 0.2269, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2052, root_relative_squared_error: 0.4543, scimark_benchmark: 1265.1496, usercpu_time_millis: 5772.953, usercpu_time_millis_testing: 1.176, usercpu_time_millis_training: 5771.777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9649, kappa: 0.9139, kb_relative_information_score: 29640.0669, mean_absolute_error: 0.0601, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9649, predictive_accuracy: 0.9649, prior_entropy: 0.863, recall: 0.9649, relative_absolute_error: 0.1473, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.361, scimark_benchmark: 1282.9225, usercpu_time_millis: 14069.925, usercpu_time_millis_testing: 66.19, usercpu_time_millis_training: 14003.735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.956, kappa: 0.8919, kb_relative_information_score: 27410.7953, mean_absolute_error: 0.0896, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.956, predictive_accuracy: 0.9562, prior_entropy: 0.863, recall: 0.9562, relative_absolute_error: 0.2195, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.4146, scimark_benchmark: 1259.7499, usercpu_time_millis: 1965.403, usercpu_time_millis_testing: 54.67, usercpu_time_millis_training: 1910.733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9602, kappa: 0.9023, kb_relative_information_score: 28277.0151, mean_absolute_error: 0.0785, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9602, predictive_accuracy: 0.9603, prior_entropy: 0.863, recall: 0.9603, relative_absolute_error: 0.1924, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1767, root_relative_squared_error: 0.3911, scimark_benchmark: 1270.4707, usercpu_time_millis: 3795.818, usercpu_time_millis_testing: 100.62, usercpu_time_millis_training: 3695.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9687, kappa: 0.9231, kb_relative_information_score: 29172.3249, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9687, predictive_accuracy: 0.9688, prior_entropy: 0.863, recall: 0.9688, relative_absolute_error: 0.1688, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1582, root_relative_squared_error: 0.3503, scimark_benchmark: 1283.4048, usercpu_time_millis: 311.927, usercpu_time_millis_testing: 13.577, usercpu_time_millis_training: 298.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9695, kappa: 0.9251, kb_relative_information_score: 29879.3686, mean_absolute_error: 0.0581, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9694, predictive_accuracy: 0.9695, prior_entropy: 0.863, recall: 0.9695, relative_absolute_error: 0.1423, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1541, root_relative_squared_error: 0.3412, scimark_benchmark: 1293.5509, usercpu_time_millis: 3478.656, usercpu_time_millis_testing: 50.509, usercpu_time_millis_training: 3428.147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9357, kappa: 0.8405, kb_relative_information_score: 25103.1053, mean_absolute_error: 0.1174, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9361, predictive_accuracy: 0.9365, prior_entropy: 0.863, recall: 0.9365, relative_absolute_error: 0.2877, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.4877, scimark_benchmark: 1273.7193, usercpu_time_millis: 1584.531, usercpu_time_millis_testing: 40.751, usercpu_time_millis_training: 1543.78,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs