OpenML
Supervised Classification on ada_agnostic

Supervised Classification on ada_agnostic

Task 3896 Supervised Classification ada_agnostic 102456 runs submitted
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  • OpenML100 study_1 study_123 study_14 study_41 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8994, f_measure: 0.8416, kappa: 0.5557, kb_relative_information_score: 1508.189, mean_absolute_error: 0.2466, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8468, predictive_accuracy: 0.852, prior_entropy: 0.8085, recall: 0.852, relative_absolute_error: 0.6607, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3321, root_relative_squared_error: 0.7689, scimark_benchmark: 1289.4091, usercpu_time_millis: 100.386, usercpu_time_millis_testing: 7.616, usercpu_time_millis_training: 92.77,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8866, f_measure: 0.7522, kappa: 0.2877, kb_relative_information_score: 953.1962, mean_absolute_error: 0.2935, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8238, predictive_accuracy: 0.8016, prior_entropy: 0.8085, recall: 0.8016, relative_absolute_error: 0.7865, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3602, root_relative_squared_error: 0.8339, scimark_benchmark: 1261.5214, usercpu_time_millis: 43.601, usercpu_time_millis_testing: 3.788, usercpu_time_millis_training: 39.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8865, f_measure: 0.7593, kappa: 0.308, kb_relative_information_score: 973.8194, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8238, predictive_accuracy: 0.8051, prior_entropy: 0.8085, recall: 0.8051, relative_absolute_error: 0.7825, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3592, root_relative_squared_error: 0.8316, scimark_benchmark: 1244.2892, usercpu_time_millis: 68.579, usercpu_time_millis_testing: 6.751, usercpu_time_millis_training: 61.828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8984, f_measure: 0.8409, kappa: 0.5524, kb_relative_information_score: 1455.9643, mean_absolute_error: 0.2512, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8478, predictive_accuracy: 0.8523, prior_entropy: 0.8085, recall: 0.8523, relative_absolute_error: 0.673, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3345, root_relative_squared_error: 0.7745, scimark_benchmark: 1258.9613, usercpu_time_millis: 167.069, usercpu_time_millis_testing: 14.196, usercpu_time_millis_training: 152.873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.898, f_measure: 0.8393, kappa: 0.5477, kb_relative_information_score: 1443.5633, mean_absolute_error: 0.2522, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8468, predictive_accuracy: 0.8512, prior_entropy: 0.8085, recall: 0.8512, relative_absolute_error: 0.6759, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3352, root_relative_squared_error: 0.7759, scimark_benchmark: 1243.4688, usercpu_time_millis: 44.33, usercpu_time_millis_testing: 3.943, usercpu_time_millis_training: 40.387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8956, f_measure: 0.8376, kappa: 0.5435, kb_relative_information_score: 1446.0548, mean_absolute_error: 0.2531, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8436, predictive_accuracy: 0.849, prior_entropy: 0.8085, recall: 0.849, relative_absolute_error: 0.6783, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.336, root_relative_squared_error: 0.7779, scimark_benchmark: 1276.2999, usercpu_time_millis: 121.732, usercpu_time_millis_testing: 8.277, usercpu_time_millis_training: 113.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8784, f_measure: 0.7322, kappa: 0.2322, kb_relative_information_score: 862.9798, mean_absolute_error: 0.2943, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8367, predictive_accuracy: 0.7933, prior_entropy: 0.8085, recall: 0.7933, relative_absolute_error: 0.7886, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3635, root_relative_squared_error: 0.8416, scimark_benchmark: 1271.18, usercpu_time_millis: 70.124, usercpu_time_millis_testing: 5.493, usercpu_time_millis_training: 64.631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.896, f_measure: 0.8343, kappa: 0.5325, kb_relative_information_score: 1374.486, mean_absolute_error: 0.2581, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8431, predictive_accuracy: 0.8474, prior_entropy: 0.8085, recall: 0.8474, relative_absolute_error: 0.6915, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3384, root_relative_squared_error: 0.7835, scimark_benchmark: 1263.5787, usercpu_time_millis: 94.157, usercpu_time_millis_testing: 8.385, usercpu_time_millis_training: 85.772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8835, f_measure: 0.6536, kappa: 0.0211, kb_relative_information_score: 652.0942, mean_absolute_error: 0.3211, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8154, predictive_accuracy: 0.7554, prior_entropy: 0.8085, recall: 0.7554, relative_absolute_error: 0.8604, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3803, root_relative_squared_error: 0.8804, scimark_benchmark: 1297.2638, usercpu_time_millis: 70.493, usercpu_time_millis_testing: 7.129, usercpu_time_millis_training: 63.364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8922, f_measure: 0.8079, kappa: 0.4508, kb_relative_information_score: 1163.5243, mean_absolute_error: 0.2757, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8342, predictive_accuracy: 0.8319, prior_entropy: 0.8085, recall: 0.8319, relative_absolute_error: 0.7387, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3486, root_relative_squared_error: 0.807, scimark_benchmark: 1292.5808, usercpu_time_millis: 6.9, usercpu_time_millis_testing: 0.634, usercpu_time_millis_training: 6.266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9014, f_measure: 0.8449, kappa: 0.5671, kb_relative_information_score: 1648.0298, mean_absolute_error: 0.2352, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8477, predictive_accuracy: 0.8536, prior_entropy: 0.8085, recall: 0.8536, relative_absolute_error: 0.6302, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3268, root_relative_squared_error: 0.7565, scimark_benchmark: 1262.2427, usercpu_time_millis: 267.881, usercpu_time_millis_testing: 17.317, usercpu_time_millis_training: 250.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8829, f_measure: 0.6515, kappa: 0.0159, kb_relative_information_score: 623.6542, mean_absolute_error: 0.3235, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8149, predictive_accuracy: 0.7545, prior_entropy: 0.8085, recall: 0.7545, relative_absolute_error: 0.8669, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3823, root_relative_squared_error: 0.885, scimark_benchmark: 1289.4159, usercpu_time_millis: 9.287, usercpu_time_millis_testing: 0.86, usercpu_time_millis_training: 8.427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8811, f_measure: 0.6925, kappa: 0.1235, kb_relative_information_score: 751.518, mean_absolute_error: 0.3094, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8257, predictive_accuracy: 0.7731, prior_entropy: 0.8085, recall: 0.7731, relative_absolute_error: 0.8292, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3719, root_relative_squared_error: 0.8609, scimark_benchmark: 1259.0002, usercpu_time_millis: 62.68, usercpu_time_millis_testing: 7.545, usercpu_time_millis_training: 55.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8996, f_measure: 0.8439, kappa: 0.5653, kb_relative_information_score: 1655.0393, mean_absolute_error: 0.2342, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8455, predictive_accuracy: 0.8518, prior_entropy: 0.8085, recall: 0.8518, relative_absolute_error: 0.6276, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3277, root_relative_squared_error: 0.7586, scimark_benchmark: 1271.1816, usercpu_time_millis: 28.719, usercpu_time_millis_testing: 1.702, usercpu_time_millis_training: 27.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.835, kappa: 0.5347, kb_relative_information_score: 1387.4389, mean_absolute_error: 0.257, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8434, predictive_accuracy: 0.8479, prior_entropy: 0.8085, recall: 0.8479, relative_absolute_error: 0.6888, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3378, root_relative_squared_error: 0.7821, scimark_benchmark: 1282.5492, usercpu_time_millis: 106.676, usercpu_time_millis_testing: 11.592, usercpu_time_millis_training: 95.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.8475, kappa: 0.5772, kb_relative_information_score: 1794.1592, mean_absolute_error: 0.2216, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8481, predictive_accuracy: 0.8542, prior_entropy: 0.8085, recall: 0.8542, relative_absolute_error: 0.5939, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.323, root_relative_squared_error: 0.7479, scimark_benchmark: 1262.1708, usercpu_time_millis: 283.751, usercpu_time_millis_testing: 19.311, usercpu_time_millis_training: 264.44,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8838, f_measure: 0.6454, kb_relative_information_score: 571.2747, mean_absolute_error: 0.3285, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.8802, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3865, root_relative_squared_error: 0.8947, scimark_benchmark: 1261.4624, usercpu_time_millis: 70.083, usercpu_time_millis_testing: 7.283, usercpu_time_millis_training: 62.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.901, f_measure: 0.8451, kappa: 0.5676, kb_relative_information_score: 1630.722, mean_absolute_error: 0.2368, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.848, predictive_accuracy: 0.8538, prior_entropy: 0.8085, recall: 0.8538, relative_absolute_error: 0.6345, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3275, root_relative_squared_error: 0.7582, scimark_benchmark: 1251.446, usercpu_time_millis: 143.155, usercpu_time_millis_testing: 9.649, usercpu_time_millis_training: 133.506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8838, f_measure: 0.6454, kb_relative_information_score: 563.8398, mean_absolute_error: 0.3291, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.8817, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3868, root_relative_squared_error: 0.8956, scimark_benchmark: 1283.2972, usercpu_time_millis: 64.458, usercpu_time_millis_testing: 6.173, usercpu_time_millis_training: 58.285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9016, f_measure: 0.8452, kappa: 0.5696, kb_relative_information_score: 1705.1544, mean_absolute_error: 0.2298, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8465, predictive_accuracy: 0.8527, prior_entropy: 0.8085, recall: 0.8527, relative_absolute_error: 0.6158, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3252, root_relative_squared_error: 0.753, scimark_benchmark: 1262.0057, usercpu_time_millis: 200.699, usercpu_time_millis_testing: 16.332, usercpu_time_millis_training: 184.367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8937, f_measure: 0.8147, kappa: 0.4707, kb_relative_information_score: 1176.3753, mean_absolute_error: 0.2744, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8392, predictive_accuracy: 0.8367, prior_entropy: 0.8085, recall: 0.8367, relative_absolute_error: 0.7354, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3475, root_relative_squared_error: 0.8044, scimark_benchmark: 1286.4031, usercpu_time_millis: 25.721, usercpu_time_millis_testing: 2.154, usercpu_time_millis_training: 23.567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8942, f_measure: 0.8178, kappa: 0.4805, kb_relative_information_score: 1192.2122, mean_absolute_error: 0.273, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8397, predictive_accuracy: 0.8384, prior_entropy: 0.8085, recall: 0.8384, relative_absolute_error: 0.7315, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3465, root_relative_squared_error: 0.8022, scimark_benchmark: 1296.1211, usercpu_time_millis: 57.714, usercpu_time_millis_testing: 4.511, usercpu_time_millis_training: 53.203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8363, kappa: 0.5413, kb_relative_information_score: 1471.6083, mean_absolute_error: 0.2503, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.84, predictive_accuracy: 0.8466, prior_entropy: 0.8085, recall: 0.8466, relative_absolute_error: 0.6708, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3359, root_relative_squared_error: 0.7777, scimark_benchmark: 1297.3631, usercpu_time_millis: 35.026, usercpu_time_millis_testing: 2.314, usercpu_time_millis_training: 32.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8938, f_measure: 0.8352, kappa: 0.5374, kb_relative_information_score: 1419.2707, mean_absolute_error: 0.2552, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8402, predictive_accuracy: 0.8463, prior_entropy: 0.8085, recall: 0.8463, relative_absolute_error: 0.6837, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3377, root_relative_squared_error: 0.7817, scimark_benchmark: 1282.6065, usercpu_time_millis: 38.604, usercpu_time_millis_testing: 3.204, usercpu_time_millis_training: 35.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8917, f_measure: 0.8274, kappa: 0.5136, kb_relative_information_score: 1335.5853, mean_absolute_error: 0.2619, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8339, predictive_accuracy: 0.8404, prior_entropy: 0.8085, recall: 0.8404, relative_absolute_error: 0.7017, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3414, root_relative_squared_error: 0.7903, scimark_benchmark: 1275.9766, usercpu_time_millis: 65.131, usercpu_time_millis_testing: 3.991, usercpu_time_millis_training: 61.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.899, f_measure: 0.8441, kappa: 0.5622, kb_relative_information_score: 1490.6326, mean_absolute_error: 0.2482, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8502, predictive_accuracy: 0.8547, prior_entropy: 0.8085, recall: 0.8547, relative_absolute_error: 0.665, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.333, root_relative_squared_error: 0.7709, scimark_benchmark: 1256.9867, usercpu_time_millis: 256.08, usercpu_time_millis_testing: 18.127, usercpu_time_millis_training: 237.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8859, f_measure: 0.7455, kappa: 0.2687, kb_relative_information_score: 942.5539, mean_absolute_error: 0.2946, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8224, predictive_accuracy: 0.7981, prior_entropy: 0.8085, recall: 0.7981, relative_absolute_error: 0.7895, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.361, root_relative_squared_error: 0.8358, scimark_benchmark: 1254.3773, usercpu_time_millis: 90.814, usercpu_time_millis_testing: 7.329, usercpu_time_millis_training: 83.485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8841, f_measure: 0.7903, kappa: 0.3982, kb_relative_information_score: 1042.7009, mean_absolute_error: 0.2845, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8285, predictive_accuracy: 0.8216, prior_entropy: 0.8085, recall: 0.8216, relative_absolute_error: 0.7623, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3551, root_relative_squared_error: 0.8221, scimark_benchmark: 1297.4693, usercpu_time_millis: 5.353, usercpu_time_millis_testing: 0.375, usercpu_time_millis_training: 4.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1305.8987, usercpu_time_millis: 0.448, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 0.368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1285.0516, usercpu_time_millis: 0.365, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1298.0118, usercpu_time_millis: 0.417, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 0.342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.8362, kappa: 0.5479, kb_relative_information_score: 1787.8706, mean_absolute_error: 0.22, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8352, predictive_accuracy: 0.8422, prior_entropy: 0.8085, recall: 0.8422, relative_absolute_error: 0.5896, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.329, root_relative_squared_error: 0.7618, scimark_benchmark: 1281.6957, usercpu_time_millis: 1.145, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 1.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7354, f_measure: 0.6454, kb_relative_information_score: 12.0617, mean_absolute_error: 0.3715, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9955, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4301, root_relative_squared_error: 0.9957, scimark_benchmark: 1297.4546, usercpu_time_millis: 0.44, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8899, f_measure: 0.8329, kappa: 0.5329, kb_relative_information_score: 1586.4042, mean_absolute_error: 0.2385, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8352, predictive_accuracy: 0.8426, prior_entropy: 0.8085, recall: 0.8426, relative_absolute_error: 0.6391, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3348, root_relative_squared_error: 0.7752, scimark_benchmark: 1297.351, usercpu_time_millis: 0.553, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 0.485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1295.6759, usercpu_time_millis: 0.389, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 0.297,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8796, f_measure: 0.7852, kappa: 0.3838, kb_relative_information_score: 1066.7195, mean_absolute_error: 0.2845, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8193, predictive_accuracy: 0.8167, prior_entropy: 0.8085, recall: 0.8167, relative_absolute_error: 0.7623, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3561, root_relative_squared_error: 0.8244, scimark_benchmark: 1305.2852, usercpu_time_millis: 0.453, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8584, f_measure: 0.7456, kappa: 0.2683, kb_relative_information_score: 848.0504, mean_absolute_error: 0.2991, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.7943, predictive_accuracy: 0.7931, prior_entropy: 0.8085, recall: 0.7931, relative_absolute_error: 0.8016, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3684, root_relative_squared_error: 0.8529, scimark_benchmark: 1280.6426, usercpu_time_millis: 0.418, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1305.6112, usercpu_time_millis: 0.393, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1282.357, usercpu_time_millis: 0.477, usercpu_time_millis_testing: 0.099, usercpu_time_millis_training: 0.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1289.7964, usercpu_time_millis: 0.359, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1305.8175, usercpu_time_millis: 0.594, usercpu_time_millis_testing: 0.099, usercpu_time_millis_training: 0.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1304.0038, usercpu_time_millis: 0.363, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.3,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1288.5707, usercpu_time_millis: 0.38, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 0.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.893, f_measure: 0.8306, kappa: 0.5286, kb_relative_information_score: 1658.515, mean_absolute_error: 0.232, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8311, predictive_accuracy: 0.8391, prior_entropy: 0.8085, recall: 0.8391, relative_absolute_error: 0.6216, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3324, root_relative_squared_error: 0.7697, scimark_benchmark: 1309.9118, usercpu_time_millis: 0.815, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1306.331, usercpu_time_millis: 0.426, usercpu_time_millis_testing: 0.073, usercpu_time_millis_training: 0.353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1294.2326, usercpu_time_millis: 0.367, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1294.6385, usercpu_time_millis: 0.387, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 0.322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1309.4103, usercpu_time_millis: 0.37, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8942, f_measure: 0.833, kappa: 0.5359, kb_relative_information_score: 1688.7612, mean_absolute_error: 0.2294, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8331, predictive_accuracy: 0.8409, prior_entropy: 0.8085, recall: 0.8409, relative_absolute_error: 0.6147, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3311, root_relative_squared_error: 0.7667, scimark_benchmark: 1279.7956, usercpu_time_millis: 0.821, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1283.4012, usercpu_time_millis: 0.38, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8917, f_measure: 0.8294, kappa: 0.5243, kb_relative_information_score: 1603.475, mean_absolute_error: 0.2371, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8306, predictive_accuracy: 0.8387, prior_entropy: 0.8085, recall: 0.8387, relative_absolute_error: 0.6353, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.334, root_relative_squared_error: 0.7733, scimark_benchmark: 1307.5934, usercpu_time_millis: 0.71, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1305.758, usercpu_time_millis: 0.395, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1292.4006, usercpu_time_millis: 0.456, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8786, f_measure: 0.8035, kappa: 0.4398, kb_relative_information_score: 1187.7259, mean_absolute_error: 0.2733, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8204, predictive_accuracy: 0.8253, prior_entropy: 0.8085, recall: 0.8253, relative_absolute_error: 0.7323, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3508, root_relative_squared_error: 0.8121, scimark_benchmark: 1313.322, usercpu_time_millis: 0.477, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1304.2963, usercpu_time_millis: 0.447, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 0.376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.883, f_measure: 0.8204, kappa: 0.4932, kb_relative_information_score: 1379.832, mean_absolute_error: 0.2566, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8273, predictive_accuracy: 0.8347, prior_entropy: 0.8085, recall: 0.8347, relative_absolute_error: 0.6875, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.343, root_relative_squared_error: 0.794, scimark_benchmark: 1293.1308, usercpu_time_millis: 0.586, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1310.4918, usercpu_time_millis: 0.356, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1287.2585, usercpu_time_millis: 0.337, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1294.9526, usercpu_time_millis: 0.34, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1303.3239, usercpu_time_millis: 0.363, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8341, f_measure: 0.6454, kb_relative_information_score: 134.3997, mean_absolute_error: 0.361, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9673, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4186, root_relative_squared_error: 0.9691, scimark_benchmark: 1308.3642, usercpu_time_millis: 0.405, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8959, f_measure: 0.8354, kappa: 0.5445, kb_relative_information_score: 1752.8315, mean_absolute_error: 0.2235, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8347, predictive_accuracy: 0.842, prior_entropy: 0.8085, recall: 0.842, relative_absolute_error: 0.5989, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3295, root_relative_squared_error: 0.7629, scimark_benchmark: 1305.2904, usercpu_time_millis: 1.159, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 1.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8852, f_measure: 0.821, kappa: 0.4954, kb_relative_information_score: 1413.5998, mean_absolute_error: 0.2536, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8274, predictive_accuracy: 0.8349, prior_entropy: 0.8085, recall: 0.8349, relative_absolute_error: 0.6797, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3413, root_relative_squared_error: 0.7902, scimark_benchmark: 1305.1655, usercpu_time_millis: 0.735, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 0.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.891, f_measure: 0.8282, kappa: 0.5203, kb_relative_information_score: 1586.1764, mean_absolute_error: 0.2386, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8298, predictive_accuracy: 0.838, prior_entropy: 0.8085, recall: 0.838, relative_absolute_error: 0.6394, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3346, root_relative_squared_error: 0.7748, scimark_benchmark: 1280.185, usercpu_time_millis: 0.693, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7917, f_measure: 0.6454, kb_relative_information_score: 97.7804, mean_absolute_error: 0.3606, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9662, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4185, root_relative_squared_error: 0.9688, scimark_benchmark: 1310.566, usercpu_time_millis: 0.408, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.8241, kappa: 0.5056, kb_relative_information_score: 1446.3171, mean_absolute_error: 0.2508, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8286, predictive_accuracy: 0.8365, prior_entropy: 0.8085, recall: 0.8365, relative_absolute_error: 0.6721, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3406, root_relative_squared_error: 0.7885, scimark_benchmark: 1295.6859, usercpu_time_millis: 0.525, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 0.432,

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