OpenML
Supervised Classification on ozone-level-8hr

Supervised Classification on ozone-level-8hr

Task 145855 Supervised Classification ozone-level-8hr 90654 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8552, f_measure: 0.9063, kb_relative_information_score: -1230.4251, mean_absolute_error: 0.1087, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9162, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.229, root_relative_squared_error: 0.9414, scimark_benchmark: 1267.8886, usercpu_time_millis: 45.92, usercpu_time_millis_testing: 3.864, usercpu_time_millis_training: 42.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -691.1055, mean_absolute_error: 0.0971, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9296, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.8183, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.871, scimark_benchmark: 1249.9054, usercpu_time_millis: 39.396, usercpu_time_millis_testing: 3.421, usercpu_time_millis_training: 35.975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8937, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -901.1413, mean_absolute_error: 0.101, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8513, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2156, root_relative_squared_error: 0.8865, scimark_benchmark: 1261.6795, usercpu_time_millis: 25.349, usercpu_time_millis_testing: 1.868, usercpu_time_millis_training: 23.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9099, f_measure: 0.916, kappa: 0.1188, kb_relative_information_score: -686.1156, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9349, predictive_accuracy: 0.9404, prior_entropy: 0.3411, recall: 0.9404, relative_absolute_error: 0.808, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.8643, scimark_benchmark: 1266.2771, usercpu_time_millis: 78.311, usercpu_time_millis_testing: 5.377, usercpu_time_millis_training: 72.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.824, f_measure: 0.9063, kb_relative_information_score: -1441.881, mean_absolute_error: 0.1109, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9348, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2325, root_relative_squared_error: 0.956, scimark_benchmark: 1256.852, usercpu_time_millis: 2.795, usercpu_time_millis_testing: 0.395, usercpu_time_millis_training: 2.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.91, f_measure: 0.9208, kappa: 0.1822, kb_relative_information_score: -690.7025, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9312, predictive_accuracy: 0.9416, prior_entropy: 0.3411, recall: 0.9416, relative_absolute_error: 0.7904, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.8533, scimark_benchmark: 1258.9379, usercpu_time_millis: 8.331, usercpu_time_millis_testing: 0.472, usercpu_time_millis_training: 7.859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.912, f_measure: 0.9108, kappa: 0.0559, kb_relative_information_score: -661.5125, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.932, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.8133, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2116, root_relative_squared_error: 0.8701, scimark_benchmark: 1261.8606, usercpu_time_millis: 106.063, usercpu_time_millis_testing: 9.678, usercpu_time_millis_training: 96.385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9148, f_measure: 0.926, kappa: 0.2445, kb_relative_information_score: -596.7064, mean_absolute_error: 0.0923, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9356, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7779, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.8483, scimark_benchmark: 1261.4292, usercpu_time_millis: 125.157, usercpu_time_millis_testing: 6.077, usercpu_time_millis_training: 119.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9112, f_measure: 0.9253, kappa: 0.2356, kb_relative_information_score: -620.0484, mean_absolute_error: 0.0921, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9348, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7767, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.8537, scimark_benchmark: 1256.5984, usercpu_time_millis: 125.283, usercpu_time_millis_testing: 5.092, usercpu_time_millis_training: 120.191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9136, f_measure: 0.92, kappa: 0.1676, kb_relative_information_score: -669.8291, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9364, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.7888, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.8582, scimark_benchmark: 1252.4015, usercpu_time_millis: 13.608, usercpu_time_millis_testing: 0.867, usercpu_time_millis_training: 12.741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.901, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -815.6707, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8377, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2143, root_relative_squared_error: 0.8811, scimark_benchmark: 1250.7522, usercpu_time_millis: 42.996, usercpu_time_millis_testing: 3.435, usercpu_time_millis_training: 39.561,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8973, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -867.0484, mean_absolute_error: 0.1007, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8488, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2168, root_relative_squared_error: 0.8916, scimark_benchmark: 1268.9109, usercpu_time_millis: 24.827, usercpu_time_millis_testing: 1.874, usercpu_time_millis_training: 22.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8946, f_measure: 0.9063, kb_relative_information_score: -908.8046, mean_absolute_error: 0.1026, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8647, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.9024, scimark_benchmark: 1246.0037, usercpu_time_millis: 51.764, usercpu_time_millis_testing: 4.957, usercpu_time_millis_training: 46.807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9074, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -774.0607, mean_absolute_error: 0.098, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9261, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8262, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.8768, scimark_benchmark: 1263.411, usercpu_time_millis: 50.507, usercpu_time_millis_testing: 4.46, usercpu_time_millis_training: 46.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9129, f_measure: 0.9157, kappa: 0.1175, kb_relative_information_score: -699.1738, mean_absolute_error: 0.0959, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9311, predictive_accuracy: 0.94, prior_entropy: 0.3411, recall: 0.94, relative_absolute_error: 0.8089, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.8618, scimark_benchmark: 1269.2717, usercpu_time_millis: 29.202, usercpu_time_millis_testing: 2.186, usercpu_time_millis_training: 27.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9142, f_measure: 0.9275, kappa: 0.262, kb_relative_information_score: -598.6399, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9372, predictive_accuracy: 0.9448, prior_entropy: 0.3411, recall: 0.9448, relative_absolute_error: 0.7758, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2062, root_relative_squared_error: 0.8479, scimark_benchmark: 1258.52, usercpu_time_millis: 119.956, usercpu_time_millis_testing: 5.758, usercpu_time_millis_training: 114.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8782, f_measure: 0.9063, kb_relative_information_score: -961.5463, mean_absolute_error: 0.1067, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8999, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.225, root_relative_squared_error: 0.9251, scimark_benchmark: 1233.0278, usercpu_time_millis: 39.785, usercpu_time_millis_testing: 4.09, usercpu_time_millis_training: 35.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9118, f_measure: 0.923, kappa: 0.2043, kb_relative_information_score: -681.8648, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9372, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7961, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.8569, scimark_benchmark: 1270.9909, usercpu_time_millis: 55.449, usercpu_time_millis_testing: 2.663, usercpu_time_millis_training: 52.786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8631, f_measure: 0.9063, kb_relative_information_score: -1017.4848, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9299, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.9475, scimark_benchmark: 1265.0737, usercpu_time_millis: 16.126, usercpu_time_millis_testing: 1.755, usercpu_time_millis_training: 14.371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.9245, kappa: 0.2267, kb_relative_information_score: -633.0949, mean_absolute_error: 0.0927, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.934, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7814, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2058, root_relative_squared_error: 0.8461, scimark_benchmark: 1274.7184, usercpu_time_millis: 61.367, usercpu_time_millis_testing: 3.131, usercpu_time_millis_training: 58.236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8999, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -850.8345, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.838, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.8828, scimark_benchmark: 1251.3588, usercpu_time_millis: 43.073, usercpu_time_millis_testing: 3.328, usercpu_time_millis_training: 39.745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9007, f_measure: 0.9115, kappa: 0.0658, kb_relative_information_score: -808.9425, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9271, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.8361, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.8764, scimark_benchmark: 1270.2502, usercpu_time_millis: 42.262, usercpu_time_millis_testing: 3.169, usercpu_time_millis_training: 39.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.916, f_measure: 0.9222, kappa: 0.1949, kb_relative_information_score: -623.2753, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9364, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7929, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.8536, scimark_benchmark: 1270.3779, usercpu_time_millis: 41.08, usercpu_time_millis_testing: 2.901, usercpu_time_millis_training: 38.179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9036, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -831.4094, mean_absolute_error: 0.0978, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9261, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8249, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.8771, scimark_benchmark: 1245.6853, usercpu_time_millis: 103.615, usercpu_time_millis_testing: 4.484, usercpu_time_millis_training: 99.131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9125, f_measure: 0.9224, kappa: 0.1965, kb_relative_information_score: -696.0455, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9388, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.8027, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.8569, scimark_benchmark: 1264.7682, usercpu_time_millis: 35.041, usercpu_time_millis_testing: 2.121, usercpu_time_millis_training: 32.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.906, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -787.1281, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8405, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.8832, scimark_benchmark: 1273.0233, usercpu_time_millis: 57.344, usercpu_time_millis_testing: 4.771, usercpu_time_millis_training: 52.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8861, f_measure: 0.9063, kb_relative_information_score: -1011.9739, mean_absolute_error: 0.1048, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8832, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.9161, scimark_benchmark: 1264.3688, usercpu_time_millis: 35.788, usercpu_time_millis_testing: 3.352, usercpu_time_millis_training: 32.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9019, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -803.7656, mean_absolute_error: 0.0986, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9261, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8314, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.877, scimark_benchmark: 1243.6614, usercpu_time_millis: 48.476, usercpu_time_millis_testing: 3.822, usercpu_time_millis_training: 44.654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9059, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -800.7097, mean_absolute_error: 0.099, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8347, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.8826, scimark_benchmark: 1265.4083, usercpu_time_millis: 63.92, usercpu_time_millis_testing: 5.233, usercpu_time_millis_training: 58.687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9136, f_measure: 0.9253, kappa: 0.2356, kb_relative_information_score: -632.1934, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9348, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7811, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.206, root_relative_squared_error: 0.8472, scimark_benchmark: 1262.8703, usercpu_time_millis: 61.376, usercpu_time_millis_testing: 3.164, usercpu_time_millis_training: 58.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9166, f_measure: 0.9245, kappa: 0.2228, kb_relative_information_score: -630.9049, mean_absolute_error: 0.0934, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9387, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7874, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.8495, scimark_benchmark: 1259.5576, usercpu_time_millis: 120.835, usercpu_time_millis_testing: 6.925, usercpu_time_millis_training: 113.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8522, f_measure: 0.9063, kb_relative_information_score: -1283.3297, mean_absolute_error: 0.1085, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.915, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2291, root_relative_squared_error: 0.9421, scimark_benchmark: 1248.135, usercpu_time_millis: 40.51, usercpu_time_millis_testing: 2.649, usercpu_time_millis_training: 37.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9103, f_measure: 0.9136, kappa: 0.0885, kb_relative_information_score: -714.0391, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9366, predictive_accuracy: 0.9396, prior_entropy: 0.3411, recall: 0.9396, relative_absolute_error: 0.8139, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.211, root_relative_squared_error: 0.8675, scimark_benchmark: 1259.9176, usercpu_time_millis: 37.671, usercpu_time_millis_testing: 2.883, usercpu_time_millis_training: 34.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.9227, kappa: 0.2026, kb_relative_information_score: -627.4778, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9351, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7897, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.207, root_relative_squared_error: 0.8513, scimark_benchmark: 1256.2072, usercpu_time_millis: 52.028, usercpu_time_millis_testing: 4.256, usercpu_time_millis_training: 47.772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.887, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1088.1022, mean_absolute_error: 0.1046, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8823, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.918, scimark_benchmark: 1251.2503, usercpu_time_millis: 30.905, usercpu_time_millis_testing: 2.446, usercpu_time_millis_training: 28.459,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9063, kb_relative_information_score: -4.1099, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9977, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1252.4234, usercpu_time_millis: 11.949, usercpu_time_millis_testing: 1.178, usercpu_time_millis_training: 10.771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8281, f_measure: 0.9063, kb_relative_information_score: -940.9847, mean_absolute_error: 0.112, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9444, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2331, root_relative_squared_error: 0.9586, scimark_benchmark: 1264.3528, usercpu_time_millis: 15.086, usercpu_time_millis_testing: 1.431, usercpu_time_millis_training: 13.655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9044, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -832.984, mean_absolute_error: 0.0977, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9261, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8238, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.876, scimark_benchmark: 1276.5216, usercpu_time_millis: 47.126, usercpu_time_millis_testing: 2.184, usercpu_time_millis_training: 44.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.9063, kb_relative_information_score: -11.0012, mean_absolute_error: 0.1184, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9984, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1266.4585, usercpu_time_millis: 20.146, usercpu_time_millis_testing: 2.172, usercpu_time_millis_training: 17.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9149, f_measure: 0.9197, kappa: 0.1661, kb_relative_information_score: -632.1047, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9337, predictive_accuracy: 0.9416, prior_entropy: 0.3411, recall: 0.9416, relative_absolute_error: 0.7955, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.8559, scimark_benchmark: 1257.9075, usercpu_time_millis: 21.025, usercpu_time_millis_testing: 1.554, usercpu_time_millis_training: 19.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9081, f_measure: 0.9108, kappa: 0.0559, kb_relative_information_score: -785.1874, mean_absolute_error: 0.0982, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.932, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.8276, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2126, root_relative_squared_error: 0.8741, scimark_benchmark: 1256.879, usercpu_time_millis: 9.48, usercpu_time_millis_testing: 0.861, usercpu_time_millis_training: 8.619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8336, f_measure: 0.9063, kb_relative_information_score: -1327.4712, mean_absolute_error: 0.1101, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9281, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2315, root_relative_squared_error: 0.9518, scimark_benchmark: 1270.3325, usercpu_time_millis: 11.483, usercpu_time_millis_testing: 0.984, usercpu_time_millis_training: 10.499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8925, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: -969.6633, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9096, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8595, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2185, root_relative_squared_error: 0.8986, scimark_benchmark: 1268.765, usercpu_time_millis: 65.964, usercpu_time_millis_testing: 4.618, usercpu_time_millis_training: 61.346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8823, f_measure: 0.9063, kb_relative_information_score: -1004.6491, mean_absolute_error: 0.1052, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8871, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.9176, scimark_benchmark: 1261.9603, usercpu_time_millis: 36.428, usercpu_time_millis_testing: 3.346, usercpu_time_millis_training: 33.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8522, f_measure: 0.9063, kb_relative_information_score: -1128.196, mean_absolute_error: 0.1106, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9324, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2314, root_relative_squared_error: 0.9513, scimark_benchmark: 1269.9531, usercpu_time_millis: 16.248, usercpu_time_millis_testing: 1.575, usercpu_time_millis_training: 14.673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9036, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -878.4771, mean_absolute_error: 0.0993, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8373, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2159, root_relative_squared_error: 0.8878, scimark_benchmark: 1250.3469, usercpu_time_millis: 18.037, usercpu_time_millis_testing: 1.207, usercpu_time_millis_training: 16.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8236, f_measure: 0.9063, kb_relative_information_score: -915.7765, mean_absolute_error: 0.1115, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9403, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2325, root_relative_squared_error: 0.9561, scimark_benchmark: 1257.9055, usercpu_time_millis: 19.457, usercpu_time_millis_testing: 1.804, usercpu_time_millis_training: 17.653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.864, f_measure: 0.9063, kb_relative_information_score: -1192.3513, mean_absolute_error: 0.1079, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9094, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2277, root_relative_squared_error: 0.9363, scimark_benchmark: 1272.6272, usercpu_time_millis: 53.117, usercpu_time_millis_testing: 3.434, usercpu_time_millis_training: 49.683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7836, f_measure: 0.9207, kappa: 0.2249, kb_relative_information_score: -907.1261, mean_absolute_error: 0.0925, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9153, predictive_accuracy: 0.9345, prior_entropy: 0.3411, recall: 0.9345, relative_absolute_error: 0.7797, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2337, root_relative_squared_error: 0.961, scimark_benchmark: 1266.1159, usercpu_time_millis: 1.686, usercpu_time_millis_testing: 0.325, usercpu_time_millis_training: 1.361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8329, f_measure: 0.9063, kb_relative_information_score: -1039.7785, mean_absolute_error: 0.1114, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9395, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2324, root_relative_squared_error: 0.9556, scimark_benchmark: 1272.9672, usercpu_time_millis: 11.775, usercpu_time_millis_testing: 1.199, usercpu_time_millis_training: 10.576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9063, kb_relative_information_score: -3.9342, mean_absolute_error: 0.1184, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9986, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1248.4725, usercpu_time_millis: 16.297, usercpu_time_millis_testing: 1.706, usercpu_time_millis_training: 14.591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8328, f_measure: 0.9063, kb_relative_information_score: -1179.2731, mean_absolute_error: 0.11, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9272, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2306, root_relative_squared_error: 0.948, scimark_benchmark: 1271.0356, usercpu_time_millis: 23.796, usercpu_time_millis_testing: 2.14, usercpu_time_millis_training: 21.656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9152, f_measure: 0.9205, kappa: 0.1758, kb_relative_information_score: -632.9995, mean_absolute_error: 0.0934, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9347, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.7877, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.857, scimark_benchmark: 1268.9691, usercpu_time_millis: 105.159, usercpu_time_millis_testing: 6.672, usercpu_time_millis_training: 98.487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9105, f_measure: 0.9258, kappa: 0.2392, kb_relative_information_score: -662.6479, mean_absolute_error: 0.0934, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9383, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.7872, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.8516, scimark_benchmark: 1275.2363, usercpu_time_millis: 134.788, usercpu_time_millis_testing: 5.409, usercpu_time_millis_training: 129.379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9072, f_measure: 0.9131, kappa: 0.0861, kb_relative_information_score: -788.9535, mean_absolute_error: 0.0985, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9263, predictive_accuracy: 0.9388, prior_entropy: 0.3411, recall: 0.9388, relative_absolute_error: 0.8304, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2115, root_relative_squared_error: 0.8697, scimark_benchmark: 1248.9288, usercpu_time_millis: 39.284, usercpu_time_millis_testing: 2.908, usercpu_time_millis_training: 36.376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8982, f_measure: 0.9124, kappa: 0.0766, kb_relative_information_score: -791.0859, mean_absolute_error: 0.0979, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9292, predictive_accuracy: 0.9388, prior_entropy: 0.3411, recall: 0.9388, relative_absolute_error: 0.825, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.212, root_relative_squared_error: 0.8717, scimark_benchmark: 1262.2035, usercpu_time_millis: 10.993, usercpu_time_millis_testing: 0.751, usercpu_time_millis_training: 10.242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9056, f_measure: 0.9127, kappa: 0.0778, kb_relative_information_score: -730.1571, mean_absolute_error: 0.097, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9354, predictive_accuracy: 0.9392, prior_entropy: 0.3411, recall: 0.9392, relative_absolute_error: 0.8177, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2117, root_relative_squared_error: 0.8704, scimark_benchmark: 1273.4989, usercpu_time_millis: 44.143, usercpu_time_millis_testing: 2.925, usercpu_time_millis_training: 41.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8349, f_measure: 0.9063, kb_relative_information_score: -1359.5505, mean_absolute_error: 0.1101, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9282, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2316, root_relative_squared_error: 0.9521, scimark_benchmark: 1252.4064, usercpu_time_millis: 19.407, usercpu_time_millis_testing: 1.37, usercpu_time_millis_training: 18.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9104, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -749.0296, mean_absolute_error: 0.0984, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9261, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8297, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.213, root_relative_squared_error: 0.8756, scimark_benchmark: 1254.6918, usercpu_time_millis: 21.642, usercpu_time_millis_testing: 2.011, usercpu_time_millis_training: 19.631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.89, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -925.5376, mean_absolute_error: 0.1018, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9412, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8585, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.8943, scimark_benchmark: 1255.1065, usercpu_time_millis: 38.77, usercpu_time_millis_testing: 2.946, usercpu_time_millis_training: 35.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9051, f_measure: 0.9136, kappa: 0.0885, kb_relative_information_score: -769.0138, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9366, predictive_accuracy: 0.9396, prior_entropy: 0.3411, recall: 0.9396, relative_absolute_error: 0.8144, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.8687, scimark_benchmark: 1233.7852, usercpu_time_millis: 54.221, usercpu_time_millis_testing: 2.473, usercpu_time_millis_training: 51.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9099, f_measure: 0.9136, kappa: 0.0885, kb_relative_information_score: -714.8817, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9366, predictive_accuracy: 0.9396, prior_entropy: 0.3411, recall: 0.9396, relative_absolute_error: 0.8032, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.211, root_relative_squared_error: 0.8674, scimark_benchmark: 1257.501, usercpu_time_millis: 63.719, usercpu_time_millis_testing: 4.014, usercpu_time_millis_training: 59.705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9165, f_measure: 0.92, kappa: 0.1676, kb_relative_information_score: -631.5296, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9364, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.7959, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.208, root_relative_squared_error: 0.8552, scimark_benchmark: 1247.044, usercpu_time_millis: 87.881, usercpu_time_millis_testing: 7.157, usercpu_time_millis_training: 80.724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8491, f_measure: 0.9063, kb_relative_information_score: -1290.6455, mean_absolute_error: 0.1088, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9176, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2294, root_relative_squared_error: 0.9432, scimark_benchmark: 1263.1815, usercpu_time_millis: 57.179, usercpu_time_millis_testing: 4.054, usercpu_time_millis_training: 53.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8892, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1072.0467, mean_absolute_error: 0.1045, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.881, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.9166, scimark_benchmark: 1264.0539, usercpu_time_millis: 13.91, usercpu_time_millis_testing: 1.111, usercpu_time_millis_training: 12.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.9263, kappa: 0.2463, kb_relative_information_score: -646.7148, mean_absolute_error: 0.0928, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9372, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.7822, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2061, root_relative_squared_error: 0.8474, scimark_benchmark: 1269.6681, usercpu_time_millis: 48.653, usercpu_time_millis_testing: 2.069, usercpu_time_millis_training: 46.584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8957, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -896.8729, mean_absolute_error: 0.1014, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8546, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2178, root_relative_squared_error: 0.8953, scimark_benchmark: 1267.109, usercpu_time_millis: 31.341, usercpu_time_millis_testing: 2.433, usercpu_time_millis_training: 28.908,

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