OpenML
Supervised Classification on pc4

Supervised Classification on pc4

Task 3902 Supervised Classification pc4 112802 runs submitted
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  • mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 study_7 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6042, f_measure: 0.8283, kappa: 0.0452, kb_relative_information_score: 30.897, mean_absolute_error: 0.2104, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8604, predictive_accuracy: 0.88, prior_entropy: 0.5368, recall: 0.88, relative_absolute_error: 0.9799, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.9914, scimark_benchmark: 1353.2188, usercpu_time_millis: 4.373, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 4.28,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4731, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -3.0271, mean_absolute_error: 0.2147, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3288, root_relative_squared_error: 1.0043, scimark_benchmark: 1323.7289, usercpu_time_millis: 4.959, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 4.859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8672, f_measure: 0.8492, kappa: 0.1722, kb_relative_information_score: 182.1057, mean_absolute_error: 0.1847, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8788, predictive_accuracy: 0.8882, prior_entropy: 0.5368, recall: 0.8882, relative_absolute_error: 0.8602, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2981, root_relative_squared_error: 0.9105, scimark_benchmark: 1312.8633, usercpu_time_millis: 5.682, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 5.607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4599, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -8.171, mean_absolute_error: 0.2147, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3287, root_relative_squared_error: 1.004, scimark_benchmark: 1311.4598, usercpu_time_millis: 6.125, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 6.032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9075, f_measure: 0.9001, kappa: 0.4759, kb_relative_information_score: 387.7304, mean_absolute_error: 0.1368, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.912, predictive_accuracy: 0.9156, prior_entropy: 0.5368, recall: 0.9156, relative_absolute_error: 0.6368, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2557, root_relative_squared_error: 0.781, scimark_benchmark: 1344.3599, usercpu_time_millis: 7.103, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 7.033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6092, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -97.1211, mean_absolute_error: 0.2118, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9865, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.9952, scimark_benchmark: 1339.2263, usercpu_time_millis: 13.225, usercpu_time_millis_testing: 0.211, usercpu_time_millis_training: 13.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7817, f_measure: 0.831, kappa: 0.0652, kb_relative_information_score: -106.0878, mean_absolute_error: 0.2014, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8396, predictive_accuracy: 0.8786, prior_entropy: 0.5368, recall: 0.8786, relative_absolute_error: 0.938, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3176, root_relative_squared_error: 0.97, scimark_benchmark: 1350.2885, usercpu_time_millis: 14.043, usercpu_time_millis_testing: 0.204, usercpu_time_millis_training: 13.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7606, f_measure: 0.8337, kappa: 0.0789, kb_relative_information_score: 77.1509, mean_absolute_error: 0.2025, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8598, predictive_accuracy: 0.8813, prior_entropy: 0.5368, recall: 0.8813, relative_absolute_error: 0.9427, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3186, root_relative_squared_error: 0.9731, scimark_benchmark: 1329.6743, usercpu_time_millis: 4.864, usercpu_time_millis_testing: 0.099, usercpu_time_millis_training: 4.765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8903, f_measure: 0.8975, kappa: 0.4724, kb_relative_information_score: 375.1501, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9003, predictive_accuracy: 0.9102, prior_entropy: 0.5368, recall: 0.9102, relative_absolute_error: 0.6427, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2678, root_relative_squared_error: 0.8179, scimark_benchmark: 1314.083, usercpu_time_millis: 4.872, usercpu_time_millis_testing: 0.112, usercpu_time_millis_training: 4.76,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8992, f_measure: 0.8931, kappa: 0.4525, kb_relative_information_score: 365.9869, mean_absolute_error: 0.1385, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8935, predictive_accuracy: 0.9054, prior_entropy: 0.5368, recall: 0.9054, relative_absolute_error: 0.645, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2681, root_relative_squared_error: 0.8189, scimark_benchmark: 1327.9995, usercpu_time_millis: 4.822, usercpu_time_millis_testing: 0.119, usercpu_time_millis_training: 4.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8867, f_measure: 0.8894, kappa: 0.4274, kb_relative_information_score: 361.113, mean_absolute_error: 0.1448, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8916, predictive_accuracy: 0.904, prior_entropy: 0.5368, recall: 0.904, relative_absolute_error: 0.6743, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2739, root_relative_squared_error: 0.8366, scimark_benchmark: 1321.1814, usercpu_time_millis: 6.835, usercpu_time_millis_testing: 0.128, usercpu_time_millis_training: 6.707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6546, f_measure: 0.8242, kappa: 0.0196, kb_relative_information_score: 24.7415, mean_absolute_error: 0.2113, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8939, predictive_accuracy: 0.8793, prior_entropy: 0.5368, recall: 0.8793, relative_absolute_error: 0.9837, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.9916, scimark_benchmark: 1321.1355, usercpu_time_millis: 4.951, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 4.872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.8943, kappa: 0.4432, kb_relative_information_score: 350.1738, mean_absolute_error: 0.1418, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9064, predictive_accuracy: 0.9115, prior_entropy: 0.5368, recall: 0.9115, relative_absolute_error: 0.6601, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2602, root_relative_squared_error: 0.7949, scimark_benchmark: 1342.4156, usercpu_time_millis: 430.723, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 430.652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.8941, kappa: 0.452, kb_relative_information_score: 373.8306, mean_absolute_error: 0.1382, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8977, predictive_accuracy: 0.9081, prior_entropy: 0.5368, recall: 0.9081, relative_absolute_error: 0.6433, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2657, root_relative_squared_error: 0.8116, scimark_benchmark: 1336.729, usercpu_time_millis: 3.223, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 3.133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.8993, kappa: 0.4742, kb_relative_information_score: 371.7724, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9086, predictive_accuracy: 0.9143, prior_entropy: 0.5368, recall: 0.9143, relative_absolute_error: 0.6445, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2583, root_relative_squared_error: 0.789, scimark_benchmark: 1304.2667, usercpu_time_millis: 3.952, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 3.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5728, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -66.0995, mean_absolute_error: 0.2129, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9915, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3268, root_relative_squared_error: 0.9984, scimark_benchmark: 1340.9816, usercpu_time_millis: 12.624, usercpu_time_millis_testing: 0.206, usercpu_time_millis_training: 12.418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9051, f_measure: 0.8937, kappa: 0.4407, kb_relative_information_score: 357.8434, mean_absolute_error: 0.1405, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9049, predictive_accuracy: 0.9108, prior_entropy: 0.5368, recall: 0.9108, relative_absolute_error: 0.6544, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2593, root_relative_squared_error: 0.7919, scimark_benchmark: 1332.1068, usercpu_time_millis: 308.626, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 308.551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6272, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -113.4282, mean_absolute_error: 0.2103, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9795, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3242, root_relative_squared_error: 0.9904, scimark_benchmark: 1334.0716, usercpu_time_millis: 14.135, usercpu_time_millis_testing: 0.226, usercpu_time_millis_training: 13.909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9057, f_measure: 0.8948, kappa: 0.4468, kb_relative_information_score: 360.4733, mean_absolute_error: 0.1404, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9058, predictive_accuracy: 0.9115, prior_entropy: 0.5368, recall: 0.9115, relative_absolute_error: 0.654, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2592, root_relative_squared_error: 0.7917, scimark_benchmark: 1331.6531, usercpu_time_millis: 164.26, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 164.167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7997, f_measure: 0.8649, kappa: 0.2679, kb_relative_information_score: 259.3793, mean_absolute_error: 0.1767, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8863, predictive_accuracy: 0.8951, prior_entropy: 0.5368, recall: 0.8951, relative_absolute_error: 0.8229, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2941, root_relative_squared_error: 0.8984, scimark_benchmark: 1323.6475, usercpu_time_millis: 3.823, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 3.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7128, f_measure: 0.8322, kappa: 0.0699, kb_relative_information_score: 72.662, mean_absolute_error: 0.203, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8561, predictive_accuracy: 0.8807, prior_entropy: 0.5368, recall: 0.8807, relative_absolute_error: 0.9451, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3179, root_relative_squared_error: 0.9709, scimark_benchmark: 1346.3007, usercpu_time_millis: 3.726, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 3.648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9009, f_measure: 0.8992, kappa: 0.475, kb_relative_information_score: 376.0028, mean_absolute_error: 0.1374, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9068, predictive_accuracy: 0.9136, prior_entropy: 0.5368, recall: 0.9136, relative_absolute_error: 0.6396, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2595, root_relative_squared_error: 0.7927, scimark_benchmark: 1329.3456, usercpu_time_millis: 3.559, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 3.491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8947, f_measure: 0.8932, kappa: 0.4516, kb_relative_information_score: 388.9872, mean_absolute_error: 0.1406, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8945, predictive_accuracy: 0.906, prior_entropy: 0.5368, recall: 0.906, relative_absolute_error: 0.6547, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2701, root_relative_squared_error: 0.8251, scimark_benchmark: 1324.4479, usercpu_time_millis: 4.678, usercpu_time_millis_testing: 0.099, usercpu_time_millis_training: 4.579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9039, f_measure: 0.8933, kappa: 0.4358, kb_relative_information_score: 345.9378, mean_absolute_error: 0.1435, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9079, predictive_accuracy: 0.9115, prior_entropy: 0.5368, recall: 0.9115, relative_absolute_error: 0.6682, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2605, root_relative_squared_error: 0.7956, scimark_benchmark: 1344.9087, usercpu_time_millis: 356.118, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 356.034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6624, f_measure: 0.8298, kappa: 0.0546, kb_relative_information_score: 38.3998, mean_absolute_error: 0.209, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8653, predictive_accuracy: 0.8807, prior_entropy: 0.5368, recall: 0.8807, relative_absolute_error: 0.9731, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3237, root_relative_squared_error: 0.9888, scimark_benchmark: 1340.4666, usercpu_time_millis: 4.428, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 4.336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.503, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -1.849, mean_absolute_error: 0.2144, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9985, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3287, root_relative_squared_error: 1.004, scimark_benchmark: 1346.282, usercpu_time_millis: 4.038, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 3.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.889, f_measure: 0.8894, kappa: 0.4274, kb_relative_information_score: 365.3472, mean_absolute_error: 0.1441, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8916, predictive_accuracy: 0.904, prior_entropy: 0.5368, recall: 0.904, relative_absolute_error: 0.6709, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2731, root_relative_squared_error: 0.8343, scimark_benchmark: 1337.9044, usercpu_time_millis: 5.205, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 5.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7505, f_measure: 0.8341, kappa: 0.0806, kb_relative_information_score: 73.5793, mean_absolute_error: 0.2032, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8669, predictive_accuracy: 0.882, prior_entropy: 0.5368, recall: 0.882, relative_absolute_error: 0.946, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3192, root_relative_squared_error: 0.9751, scimark_benchmark: 1340.6581, usercpu_time_millis: 3.889, usercpu_time_millis_testing: 0.087, usercpu_time_millis_training: 3.802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.596, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -123.2854, mean_absolute_error: 0.2117, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9858, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3257, root_relative_squared_error: 0.995, scimark_benchmark: 1344.2371, usercpu_time_millis: 13.358, usercpu_time_millis_testing: 0.204, usercpu_time_millis_training: 13.154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8912, f_measure: 0.8967, kappa: 0.4708, kb_relative_information_score: 376.6807, mean_absolute_error: 0.139, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8983, predictive_accuracy: 0.9088, prior_entropy: 0.5368, recall: 0.9088, relative_absolute_error: 0.6474, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2686, root_relative_squared_error: 0.8203, scimark_benchmark: 1310.9732, usercpu_time_millis: 4.263, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 4.167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7719, f_measure: 0.8352, kappa: 0.0879, kb_relative_information_score: 85.1861, mean_absolute_error: 0.2014, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.863, predictive_accuracy: 0.882, prior_entropy: 0.5368, recall: 0.882, relative_absolute_error: 0.9376, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3171, root_relative_squared_error: 0.9686, scimark_benchmark: 1334.0944, usercpu_time_millis: 3.914, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 3.831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8996, f_measure: 0.9008, kappa: 0.4833, kb_relative_information_score: 374.3294, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.909, predictive_accuracy: 0.915, prior_entropy: 0.5368, recall: 0.915, relative_absolute_error: 0.6405, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2585, root_relative_squared_error: 0.7897, scimark_benchmark: 1315.7419, usercpu_time_millis: 3.71, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 3.639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.8979, kappa: 0.4648, kb_relative_information_score: 361.7647, mean_absolute_error: 0.1406, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9083, predictive_accuracy: 0.9136, prior_entropy: 0.5368, recall: 0.9136, relative_absolute_error: 0.6548, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2587, root_relative_squared_error: 0.7904, scimark_benchmark: 1345.0589, usercpu_time_millis: 26.289, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 26.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7529, f_measure: 0.8506, kappa: 0.1828, kb_relative_information_score: 202.6016, mean_absolute_error: 0.1867, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8715, predictive_accuracy: 0.8875, prior_entropy: 0.5368, recall: 0.8875, relative_absolute_error: 0.8692, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3027, root_relative_squared_error: 0.9247, scimark_benchmark: 1316.69, usercpu_time_millis: 3.824, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 3.743,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4597, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -8.1367, mean_absolute_error: 0.2147, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3287, root_relative_squared_error: 1.004, scimark_benchmark: 1312.0924, usercpu_time_millis: 5.54, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 5.461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7793, f_measure: 0.8659, kappa: 0.2722, kb_relative_information_score: 253.4004, mean_absolute_error: 0.1787, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8915, predictive_accuracy: 0.8964, prior_entropy: 0.5368, recall: 0.8964, relative_absolute_error: 0.8321, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2951, root_relative_squared_error: 0.9013, scimark_benchmark: 1341.28, usercpu_time_millis: 3.666, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 3.586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.8949, kappa: 0.4457, kb_relative_information_score: 353.1007, mean_absolute_error: 0.1419, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9079, predictive_accuracy: 0.9122, prior_entropy: 0.5368, recall: 0.9122, relative_absolute_error: 0.6605, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.7924, scimark_benchmark: 1331.3745, usercpu_time_millis: 63.939, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 63.867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.503, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: 0.325, mean_absolute_error: 0.2144, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9981, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3283, root_relative_squared_error: 1.0029, scimark_benchmark: 1345.7072, usercpu_time_millis: 4.449, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 4.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9043, f_measure: 0.8932, kappa: 0.437, kb_relative_information_score: 339.7113, mean_absolute_error: 0.1438, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9055, predictive_accuracy: 0.9108, prior_entropy: 0.5368, recall: 0.9108, relative_absolute_error: 0.6698, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2606, root_relative_squared_error: 0.7962, scimark_benchmark: 1320.5995, usercpu_time_millis: 445.899, usercpu_time_millis_testing: 0.212, usercpu_time_millis_training: 445.687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6254, f_measure: 0.827, kappa: 0.0373, kb_relative_information_score: 24.525, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8705, predictive_accuracy: 0.88, prior_entropy: 0.5368, recall: 0.88, relative_absolute_error: 0.9802, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3249, root_relative_squared_error: 0.9924, scimark_benchmark: 1336.5144, usercpu_time_millis: 4.422, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 4.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5122, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: 0.0296, mean_absolute_error: 0.2143, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9981, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3284, root_relative_squared_error: 1.0031, scimark_benchmark: 1351.2029, usercpu_time_millis: 4.441, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 4.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6156, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -138.2492, mean_absolute_error: 0.2104, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9797, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3244, root_relative_squared_error: 0.9909, scimark_benchmark: 1318.769, usercpu_time_millis: 13.56, usercpu_time_millis_testing: 0.213, usercpu_time_millis_training: 13.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9059, f_measure: 0.8953, kappa: 0.4493, kb_relative_information_score: 355.6636, mean_absolute_error: 0.1418, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9072, predictive_accuracy: 0.9122, prior_entropy: 0.5368, recall: 0.9122, relative_absolute_error: 0.6602, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.7923, scimark_benchmark: 1328.3629, usercpu_time_millis: 27.485, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 27.416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8989, f_measure: 0.8938, kappa: 0.4475, kb_relative_information_score: 366.8903, mean_absolute_error: 0.1392, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8993, predictive_accuracy: 0.9088, prior_entropy: 0.5368, recall: 0.9088, relative_absolute_error: 0.6484, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2623, root_relative_squared_error: 0.8011, scimark_benchmark: 1314.0588, usercpu_time_millis: 3.493, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 3.412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9009, f_measure: 0.8988, kappa: 0.4716, kb_relative_information_score: 377.7398, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9073, predictive_accuracy: 0.9136, prior_entropy: 0.5368, recall: 0.9136, relative_absolute_error: 0.6426, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2584, root_relative_squared_error: 0.7892, scimark_benchmark: 1320.4022, usercpu_time_millis: 4.325, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 4.249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9056, f_measure: 0.8963, kappa: 0.4563, kb_relative_information_score: 364.9563, mean_absolute_error: 0.1396, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9061, predictive_accuracy: 0.9122, prior_entropy: 0.5368, recall: 0.9122, relative_absolute_error: 0.65, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2587, root_relative_squared_error: 0.7902, scimark_benchmark: 1346.7328, usercpu_time_millis: 128.527, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 128.457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7954, f_measure: 0.8616, kappa: 0.2474, kb_relative_information_score: 253.9106, mean_absolute_error: 0.1778, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8855, predictive_accuracy: 0.8937, prior_entropy: 0.5368, recall: 0.8937, relative_absolute_error: 0.8277, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2953, root_relative_squared_error: 0.902, scimark_benchmark: 1304.5641, usercpu_time_millis: 3.871, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 3.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9047, f_measure: 0.9002, kappa: 0.4808, kb_relative_information_score: 384.7563, mean_absolute_error: 0.1371, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9077, predictive_accuracy: 0.9143, prior_entropy: 0.5368, recall: 0.9143, relative_absolute_error: 0.6383, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2574, root_relative_squared_error: 0.7863, scimark_benchmark: 1306.2789, usercpu_time_millis: 5.006, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 4.936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8989, f_measure: 0.8977, kappa: 0.4716, kb_relative_information_score: 369.1453, mean_absolute_error: 0.1385, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9016, predictive_accuracy: 0.9108, prior_entropy: 0.5368, recall: 0.9108, relative_absolute_error: 0.6448, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2626, root_relative_squared_error: 0.8022, scimark_benchmark: 1327.5054, usercpu_time_millis: 3.371, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 3.304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9056, f_measure: 0.8963, kappa: 0.4563, kb_relative_information_score: 365.6919, mean_absolute_error: 0.1394, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9061, predictive_accuracy: 0.9122, prior_entropy: 0.5368, recall: 0.9122, relative_absolute_error: 0.6493, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2586, root_relative_squared_error: 0.7898, scimark_benchmark: 1341.6771, usercpu_time_millis: 93.785, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 93.715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.897, f_measure: 0.8964, kappa: 0.4723, kb_relative_information_score: 377.1006, mean_absolute_error: 0.1365, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8964, predictive_accuracy: 0.9074, prior_entropy: 0.5368, recall: 0.9074, relative_absolute_error: 0.6358, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2674, root_relative_squared_error: 0.8168, scimark_benchmark: 1314.6555, usercpu_time_millis: 4.391, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 4.297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7148, f_measure: 0.8267, kappa: 0.0358, kb_relative_information_score: 42.0798, mean_absolute_error: 0.2079, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8541, predictive_accuracy: 0.8793, prior_entropy: 0.5368, recall: 0.8793, relative_absolute_error: 0.9681, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3216, root_relative_squared_error: 0.9824, scimark_benchmark: 1344.6897, usercpu_time_millis: 4.964, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 4.884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6454, f_measure: 0.8242, kappa: 0.0196, kb_relative_information_score: 22.8973, mean_absolute_error: 0.2116, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8939, predictive_accuracy: 0.8793, prior_entropy: 0.5368, recall: 0.8793, relative_absolute_error: 0.9851, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3253, root_relative_squared_error: 0.9938, scimark_benchmark: 1318.7311, usercpu_time_millis: 5.002, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 4.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9056, f_measure: 0.8945, kappa: 0.4553, kb_relative_information_score: 378.979, mean_absolute_error: 0.1366, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8976, predictive_accuracy: 0.9081, prior_entropy: 0.5368, recall: 0.9081, relative_absolute_error: 0.636, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2648, root_relative_squared_error: 0.8089, scimark_benchmark: 1344.233, usercpu_time_millis: 3.787, usercpu_time_millis_testing: 0.098, usercpu_time_millis_training: 3.689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, f_measure: 0.9008, kappa: 0.4833, kb_relative_information_score: 436.781, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.909, predictive_accuracy: 0.915, prior_entropy: 0.5368, recall: 0.915, relative_absolute_error: 0.626, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2566, root_relative_squared_error: 0.7837, scimark_benchmark: 1342.5798, usercpu_time_millis: 4.39, usercpu_time_millis_testing: 0.103, usercpu_time_millis_training: 4.287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5716, f_measure: 0.8238, kappa: 0.0181, kb_relative_information_score: 20.0866, mean_absolute_error: 0.2115, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8531, predictive_accuracy: 0.8786, prior_entropy: 0.5368, recall: 0.8786, relative_absolute_error: 0.9847, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.326, root_relative_squared_error: 0.9959, scimark_benchmark: 1318.4843, usercpu_time_millis: 4.153, usercpu_time_millis_testing: 0.085, usercpu_time_millis_training: 4.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8713, f_measure: 0.846, kappa: 0.1537, kb_relative_information_score: 196.9193, mean_absolute_error: 0.1846, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8715, predictive_accuracy: 0.8861, prior_entropy: 0.5368, recall: 0.8861, relative_absolute_error: 0.8597, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2978, root_relative_squared_error: 0.9097, scimark_benchmark: 1318.3358, usercpu_time_millis: 5.362, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 5.27,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5101, f_measure: 0.8208, kb_relative_information_score: 4.4022, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.9959, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3276, root_relative_squared_error: 1.0006, scimark_benchmark: 1336.894, usercpu_time_millis: 5.379, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 5.299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6123, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -137.558, mean_absolute_error: 0.2106, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9805, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.9914, scimark_benchmark: 1320.5739, usercpu_time_millis: 13.325, usercpu_time_millis_testing: 0.207, usercpu_time_millis_training: 13.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8434, f_measure: 0.8613, kappa: 0.244, kb_relative_information_score: 271.2876, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8902, predictive_accuracy: 0.8944, prior_entropy: 0.5368, recall: 0.8944, relative_absolute_error: 0.809, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2901, root_relative_squared_error: 0.8861, scimark_benchmark: 1339.3797, usercpu_time_millis: 3.919, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 3.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6428, f_measure: 0.8238, kappa: 0.0181, kb_relative_information_score: -117.5357, mean_absolute_error: 0.2093, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8531, predictive_accuracy: 0.8786, prior_entropy: 0.5368, recall: 0.8786, relative_absolute_error: 0.9747, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3231, root_relative_squared_error: 0.9869, scimark_benchmark: 1316.3626, usercpu_time_millis: 15.063, usercpu_time_millis_testing: 0.243, usercpu_time_millis_training: 14.82,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9073, f_measure: 0.8958, kappa: 0.4528, kb_relative_information_score: 363.7219, mean_absolute_error: 0.1401, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9066, predictive_accuracy: 0.9122, prior_entropy: 0.5368, recall: 0.9122, relative_absolute_error: 0.6522, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2575, root_relative_squared_error: 0.7866, scimark_benchmark: 1345.9934, usercpu_time_millis: 14.014, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 13.948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.892, f_measure: 0.8817, kappa: 0.3746, kb_relative_information_score: 284.2282, mean_absolute_error: 0.1503, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8907, predictive_accuracy: 0.9019, prior_entropy: 0.5368, recall: 0.9019, relative_absolute_error: 0.6998, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2674, root_relative_squared_error: 0.8169, scimark_benchmark: 1341.1589, usercpu_time_millis: 6.754, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 6.672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.8899, kappa: 0.4298, kb_relative_information_score: 339.4275, mean_absolute_error: 0.1457, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8927, predictive_accuracy: 0.9047, prior_entropy: 0.5368, recall: 0.9047, relative_absolute_error: 0.6787, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2728, root_relative_squared_error: 0.8332, scimark_benchmark: 1339.5124, usercpu_time_millis: 3.29, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 3.215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.8949, kappa: 0.4457, kb_relative_information_score: 365.4055, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9079, predictive_accuracy: 0.9122, prior_entropy: 0.5368, recall: 0.9122, relative_absolute_error: 0.6519, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2587, root_relative_squared_error: 0.7902, scimark_benchmark: 1342.2722, usercpu_time_millis: 49.731, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 49.663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9114, f_measure: 0.8971, kappa: 0.4692, kb_relative_information_score: 415.5191, mean_absolute_error: 0.1355, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9005, predictive_accuracy: 0.9102, prior_entropy: 0.5368, recall: 0.9102, relative_absolute_error: 0.631, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.264, root_relative_squared_error: 0.8063, scimark_benchmark: 1321.3423, usercpu_time_millis: 4.312, usercpu_time_millis_testing: 0.24, usercpu_time_millis_training: 4.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9048, f_measure: 0.9002, kappa: 0.4808, kb_relative_information_score: 386.5476, mean_absolute_error: 0.1369, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9077, predictive_accuracy: 0.9143, prior_entropy: 0.5368, recall: 0.9143, relative_absolute_error: 0.6376, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2572, root_relative_squared_error: 0.7856, scimark_benchmark: 1321.5472, usercpu_time_millis: 5.322, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 5.253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9011, f_measure: 0.8988, kappa: 0.4716, kb_relative_information_score: 377.8515, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9073, predictive_accuracy: 0.9136, prior_entropy: 0.5368, recall: 0.9136, relative_absolute_error: 0.6424, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2583, root_relative_squared_error: 0.7891, scimark_benchmark: 1317.5436, usercpu_time_millis: 4.504, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 4.424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5502, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -53.4983, mean_absolute_error: 0.213, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.7707, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9917, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3272, root_relative_squared_error: 0.9993, scimark_benchmark: 1345.7236, usercpu_time_millis: 4.945, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 4.841,

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