Task
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: 0.5597, f_measure: 0.8208, kb_relative_information_score: 6.9627, mean_absolute_error: 0.2136, 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: 0.9945, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.327, root_relative_squared_error: 0.9989, scimark_benchmark: 1340.4244, usercpu_time_millis: 4.634, usercpu_time_millis_testing: 0.085, usercpu_time_millis_training: 4.549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9016, f_measure: 0.892, kappa: 0.4414, kb_relative_information_score: 342.9055, mean_absolute_error: 0.1449, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8946, predictive_accuracy: 0.906, prior_entropy: 0.5368, recall: 0.906, relative_absolute_error: 0.6747, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2719, root_relative_squared_error: 0.8305, scimark_benchmark: 1358.1523, usercpu_time_millis: 3.591, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 3.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6048, f_measure: 0.8283, kappa: 0.0452, kb_relative_information_score: 30.7942, mean_absolute_error: 0.2099, 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: 0.9774, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3247, root_relative_squared_error: 0.992, scimark_benchmark: 1354.3066, usercpu_time_millis: 4.058, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 3.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8684, f_measure: 0.881, kappa: 0.3811, kb_relative_information_score: 289.0321, mean_absolute_error: 0.1539, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8824, predictive_accuracy: 0.8978, prior_entropy: 0.5368, recall: 0.8978, relative_absolute_error: 0.7165, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2808, root_relative_squared_error: 0.8577, scimark_benchmark: 1355.621, usercpu_time_millis: 6.717, usercpu_time_millis_testing: 0.123, usercpu_time_millis_training: 6.594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5536, f_measure: 0.8251, kappa: 0.0263, kb_relative_information_score: 16.4265, mean_absolute_error: 0.2122, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8454, predictive_accuracy: 0.8786, prior_entropy: 0.5368, recall: 0.8786, relative_absolute_error: 0.9882, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3263, root_relative_squared_error: 0.9966, scimark_benchmark: 1331.836, usercpu_time_millis: 4.197, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 4.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6002, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -81.5405, mean_absolute_error: 0.2125, 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: 0.9894, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.997, scimark_benchmark: 1358.9413, usercpu_time_millis: 13.649, usercpu_time_millis_testing: 0.215, usercpu_time_millis_training: 13.434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9071, f_measure: 0.8983, kappa: 0.474, kb_relative_information_score: 418.3359, mean_absolute_error: 0.1366, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9027, predictive_accuracy: 0.9115, prior_entropy: 0.5368, recall: 0.9115, relative_absolute_error: 0.6362, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2585, root_relative_squared_error: 0.7896, scimark_benchmark: 1351.2062, usercpu_time_millis: 4.454, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 4.371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9024, f_measure: 0.8951, kappa: 0.4577, kb_relative_information_score: 373.7052, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8986, predictive_accuracy: 0.9088, prior_entropy: 0.5368, recall: 0.9088, relative_absolute_error: 0.6409, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2643, root_relative_squared_error: 0.8072, scimark_benchmark: 1332.066, usercpu_time_millis: 3.324, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 3.248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5684, f_measure: 0.8222, kappa: 0.0084, kb_relative_information_score: 4.3525, mean_absolute_error: 0.2136, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8322, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.9945, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3277, root_relative_squared_error: 1.001, scimark_benchmark: 1351.703, usercpu_time_millis: 5.821, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 5.741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.769, f_measure: 0.8314, kappa: 0.0639, kb_relative_information_score: 75.8469, mean_absolute_error: 0.2038, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8693, predictive_accuracy: 0.8813, prior_entropy: 0.5368, recall: 0.8813, relative_absolute_error: 0.9491, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3192, root_relative_squared_error: 0.9751, scimark_benchmark: 1342.3367, usercpu_time_millis: 4.193, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 4.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5721, f_measure: 0.8238, kappa: 0.0181, kb_relative_information_score: 13.5501, mean_absolute_error: 0.2127, 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: 0.9906, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3266, root_relative_squared_error: 0.9975, scimark_benchmark: 1319.4812, usercpu_time_millis: 4.86, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 4.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9054, f_measure: 0.8958, kappa: 0.4528, kb_relative_information_score: 355.2349, mean_absolute_error: 0.1412, 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: 0.6574, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2591, root_relative_squared_error: 0.7914, scimark_benchmark: 1339.7186, usercpu_time_millis: 458.654, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 458.583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9068, f_measure: 0.8991, kappa: 0.4699, kb_relative_information_score: 379.2059, mean_absolute_error: 0.1385, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9112, predictive_accuracy: 0.915, prior_entropy: 0.5368, recall: 0.915, relative_absolute_error: 0.645, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2566, root_relative_squared_error: 0.7838, scimark_benchmark: 1341.1775, usercpu_time_millis: 8.909, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 8.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5873, f_measure: 0.8251, kappa: 0.0263, kb_relative_information_score: 14.3088, mean_absolute_error: 0.2122, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8454, predictive_accuracy: 0.8786, prior_entropy: 0.5368, recall: 0.8786, relative_absolute_error: 0.9881, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3266, root_relative_squared_error: 0.9977, scimark_benchmark: 1324.0957, usercpu_time_millis: 4.396, usercpu_time_millis_testing: 0.088, usercpu_time_millis_training: 4.308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8729, f_measure: 0.8497, kappa: 0.1766, kb_relative_information_score: 237.5727, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8731, predictive_accuracy: 0.8875, prior_entropy: 0.5368, recall: 0.8875, relative_absolute_error: 0.8373, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2933, root_relative_squared_error: 0.8959, scimark_benchmark: 1365.9579, usercpu_time_millis: 4.548, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 4.472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6616, f_measure: 0.8267, kappa: 0.0358, kb_relative_information_score: -142.1366, mean_absolute_error: 0.2065, 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: 0.9617, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3216, root_relative_squared_error: 0.9823, scimark_benchmark: 1345.8151, usercpu_time_millis: 15.101, usercpu_time_millis_testing: 0.224, usercpu_time_millis_training: 14.877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.509, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -1.7984, 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: 0.9984, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3288, root_relative_squared_error: 1.0044, scimark_benchmark: 1329.2713, usercpu_time_millis: 5.081, usercpu_time_millis_testing: 0.098, usercpu_time_millis_training: 4.983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9033, f_measure: 0.8967, kappa: 0.4659, kb_relative_information_score: 378.2137, mean_absolute_error: 0.1369, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9007, predictive_accuracy: 0.9102, prior_entropy: 0.5368, recall: 0.9102, relative_absolute_error: 0.6375, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.8006, scimark_benchmark: 1309.9493, usercpu_time_millis: 3.155, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 3.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8553, f_measure: 0.8527, kappa: 0.2173, kb_relative_information_score: 113.607, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8491, predictive_accuracy: 0.8793, prior_entropy: 0.5368, recall: 0.8793, relative_absolute_error: 0.808, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2962, root_relative_squared_error: 0.9046, scimark_benchmark: 1308.5586, usercpu_time_millis: 10.353, usercpu_time_millis_testing: 0.324, usercpu_time_millis_training: 10.029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5807, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -70.0269, mean_absolute_error: 0.2128, 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: 0.9908, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3267, root_relative_squared_error: 0.998, scimark_benchmark: 1285.9294, usercpu_time_millis: 13.084, usercpu_time_millis_testing: 0.21, usercpu_time_millis_training: 12.874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7897, f_measure: 0.8305, kappa: 0.0664, kb_relative_information_score: -72.6737, mean_absolute_error: 0.1998, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.827, predictive_accuracy: 0.8759, prior_entropy: 0.5368, recall: 0.8759, relative_absolute_error: 0.9302, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3188, root_relative_squared_error: 0.9738, scimark_benchmark: 1298.0144, usercpu_time_millis: 15.152, usercpu_time_millis_testing: 0.295, usercpu_time_millis_training: 14.857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9033, f_measure: 0.8971, kappa: 0.4692, kb_relative_information_score: 380.4732, mean_absolute_error: 0.137, 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: 0.6378, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2637, root_relative_squared_error: 0.8055, scimark_benchmark: 1315.4339, usercpu_time_millis: 3.128, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 3.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9036, f_measure: 0.8928, kappa: 0.4482, kb_relative_information_score: 378.687, mean_absolute_error: 0.1368, 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: 0.6368, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2647, root_relative_squared_error: 0.8085, scimark_benchmark: 1295.9229, usercpu_time_millis: 3.099, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 3.027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5787, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -114.8381, mean_absolute_error: 0.212, 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: 0.9872, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.326, root_relative_squared_error: 0.9959, scimark_benchmark: 1331.7379, usercpu_time_millis: 13.937, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 13.631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6004, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -111.3559, mean_absolute_error: 0.2119, 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: 0.9867, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.9951, scimark_benchmark: 1328.3834, usercpu_time_millis: 15.129, usercpu_time_millis_testing: 0.225, usercpu_time_millis_training: 14.904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6872, f_measure: 0.8231, kappa: 0.0153, kb_relative_information_score: 22.3064, mean_absolute_error: 0.2102, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8204, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9787, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3247, root_relative_squared_error: 0.9918, scimark_benchmark: 1332.2247, usercpu_time_millis: 4.761, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 4.685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8219, f_measure: 0.8667, kappa: 0.2775, kb_relative_information_score: 291.8569, mean_absolute_error: 0.1715, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8899, predictive_accuracy: 0.8964, prior_entropy: 0.5368, recall: 0.8964, relative_absolute_error: 0.7986, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2899, root_relative_squared_error: 0.8855, scimark_benchmark: 1319.9354, usercpu_time_millis: 3.681, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 3.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7056, f_measure: 0.8263, kappa: 0.0343, kb_relative_information_score: -59.6004, mean_absolute_error: 0.2069, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8424, predictive_accuracy: 0.8786, prior_entropy: 0.5368, recall: 0.8786, relative_absolute_error: 0.9636, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3212, root_relative_squared_error: 0.981, scimark_benchmark: 1337.2408, usercpu_time_millis: 12.628, usercpu_time_millis_testing: 0.346, usercpu_time_millis_training: 12.282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9054, f_measure: 0.8928, kappa: 0.4482, kb_relative_information_score: 375.9223, mean_absolute_error: 0.137, 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: 0.6378, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2655, root_relative_squared_error: 0.8108, scimark_benchmark: 1302.7084, usercpu_time_millis: 3.251, usercpu_time_millis_testing: -0.325, usercpu_time_millis_training: 3.576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7909, f_measure: 0.8295, kappa: 0.0561, kb_relative_information_score: -90.2523, mean_absolute_error: 0.202, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.835, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.9404, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3176, root_relative_squared_error: 0.97, scimark_benchmark: 1285.5039, usercpu_time_millis: 13.391, usercpu_time_millis_testing: 0.206, usercpu_time_millis_training: 13.185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7594, f_measure: 0.8298, kappa: 0.0546, kb_relative_information_score: 55.7291, mean_absolute_error: 0.2064, 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: 0.9612, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3203, root_relative_squared_error: 0.9784, scimark_benchmark: 1311.6736, usercpu_time_millis: 6.298, usercpu_time_millis_testing: 0.098, usercpu_time_millis_training: 6.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.8949, kappa: 0.4457, kb_relative_information_score: 353.7848, mean_absolute_error: 0.142, 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: 0.661, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7932, scimark_benchmark: 1323.7879, usercpu_time_millis: 36.335, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 36.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6211, f_measure: 0.8267, kappa: 0.0358, kb_relative_information_score: 21.3135, mean_absolute_error: 0.2108, 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: 0.9817, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3256, root_relative_squared_error: 0.9945, scimark_benchmark: 1300.4031, usercpu_time_millis: 3.954, usercpu_time_millis_testing: 0.088, usercpu_time_millis_training: 3.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9049, f_measure: 0.894, kappa: 0.453, kb_relative_information_score: 381.5828, mean_absolute_error: 0.1369, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8965, predictive_accuracy: 0.9074, prior_entropy: 0.5368, recall: 0.9074, relative_absolute_error: 0.6373, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2629, root_relative_squared_error: 0.8029, scimark_benchmark: 1333.9531, usercpu_time_millis: 3.399, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 3.327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4835, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -2.8187, mean_absolute_error: 0.2146, 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: 0.9991, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3288, root_relative_squared_error: 1.0043, scimark_benchmark: 1311.6914, usercpu_time_millis: 4.659, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 4.575,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5767, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -61.5744, 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: 0.3269, root_relative_squared_error: 0.9985, scimark_benchmark: 1354.052, usercpu_time_millis: 12.415, usercpu_time_millis_testing: 0.202, usercpu_time_millis_training: 12.213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7432, f_measure: 0.839, kappa: 0.1146, kb_relative_information_score: 140.9971, mean_absolute_error: 0.1943, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8519, predictive_accuracy: 0.8813, prior_entropy: 0.5368, recall: 0.8813, relative_absolute_error: 0.9047, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3107, root_relative_squared_error: 0.949, scimark_benchmark: 1330.4107, usercpu_time_millis: 3.837, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 3.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8438, f_measure: 0.8621, kappa: 0.2495, kb_relative_information_score: 277.6233, mean_absolute_error: 0.1725, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8883, predictive_accuracy: 0.8944, prior_entropy: 0.5368, recall: 0.8944, relative_absolute_error: 0.8034, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2895, root_relative_squared_error: 0.8843, scimark_benchmark: 1329.8304, usercpu_time_millis: 4.032, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 3.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8761, f_measure: 0.8864, kappa: 0.4083, kb_relative_information_score: 345.6523, mean_absolute_error: 0.1478, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8898, predictive_accuracy: 0.9026, prior_entropy: 0.5368, recall: 0.9026, relative_absolute_error: 0.6884, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2764, root_relative_squared_error: 0.8442, scimark_benchmark: 1319.4978, usercpu_time_millis: 4.914, usercpu_time_millis_testing: 0.102, usercpu_time_millis_training: 4.812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7823, f_measure: 0.8314, kappa: 0.0639, kb_relative_information_score: 83.8446, mean_absolute_error: 0.203, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8693, predictive_accuracy: 0.8813, prior_entropy: 0.5368, recall: 0.8813, relative_absolute_error: 0.9454, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.317, root_relative_squared_error: 0.9684, scimark_benchmark: 1360.4202, usercpu_time_millis: 4.976, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 4.894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7505, f_measure: 0.8254, kappa: 0.0278, kb_relative_information_score: 38.2142, mean_absolute_error: 0.2088, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8638, predictive_accuracy: 0.8793, prior_entropy: 0.5368, recall: 0.8793, relative_absolute_error: 0.9723, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.9839, scimark_benchmark: 1333.8903, usercpu_time_millis: 5.202, usercpu_time_millis_testing: 0.098, usercpu_time_millis_training: 5.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.8949, kappa: 0.4457, kb_relative_information_score: 353.5006, mean_absolute_error: 0.1418, 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: 0.6603, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.7923, scimark_benchmark: 1335.7525, usercpu_time_millis: 59.131, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 59.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9164, f_measure: 0.8964, kappa: 0.4617, kb_relative_information_score: 432.3343, mean_absolute_error: 0.1354, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9023, predictive_accuracy: 0.9108, prior_entropy: 0.5368, recall: 0.9108, relative_absolute_error: 0.6305, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2589, root_relative_squared_error: 0.7907, scimark_benchmark: 1290.7076, usercpu_time_millis: 4.349, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 4.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9047, f_measure: 0.895, kappa: 0.4587, kb_relative_information_score: 380.5114, mean_absolute_error: 0.1371, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8975, predictive_accuracy: 0.9081, prior_entropy: 0.5368, recall: 0.9081, relative_absolute_error: 0.6385, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2628, root_relative_squared_error: 0.8027, scimark_benchmark: 1302.5928, usercpu_time_millis: 3.244, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 3.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7825, f_measure: 0.8692, kappa: 0.2922, kb_relative_information_score: 261.2239, mean_absolute_error: 0.1773, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.892, predictive_accuracy: 0.8978, prior_entropy: 0.5368, recall: 0.8978, relative_absolute_error: 0.8257, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2938, root_relative_squared_error: 0.8975, scimark_benchmark: 1280.9484, usercpu_time_millis: 4.108, usercpu_time_millis_testing: 0.098, usercpu_time_millis_training: 4.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6021, f_measure: 0.8298, kappa: 0.0546, kb_relative_information_score: 31.3625, mean_absolute_error: 0.2098, 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: 0.977, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.9914, scimark_benchmark: 1274.0426, usercpu_time_millis: 4.298, usercpu_time_millis_testing: 0.086, usercpu_time_millis_training: 4.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6007, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -82.9115, mean_absolute_error: 0.2124, 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: 0.9891, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.9969, scimark_benchmark: 1279.4922, usercpu_time_millis: 13.276, usercpu_time_millis_testing: 0.216, usercpu_time_millis_training: 13.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9035, f_measure: 0.8944, kappa: 0.4563, kb_relative_information_score: 377.6483, mean_absolute_error: 0.137, 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: 0.6379, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2646, root_relative_squared_error: 0.8081, scimark_benchmark: 1273.6449, usercpu_time_millis: 3.331, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 3.254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.624, f_measure: 0.8238, kappa: 0.0181, kb_relative_information_score: -143.2696, mean_absolute_error: 0.2094, 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: 0.975, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3234, root_relative_squared_error: 0.9878, scimark_benchmark: 1295.704, usercpu_time_millis: 14.282, usercpu_time_millis_testing: 0.228, usercpu_time_millis_training: 14.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6919, f_measure: 0.8256, kappa: 0.0314, kb_relative_information_score: -131.2682, mean_absolute_error: 0.2047, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8268, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9532, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3211, root_relative_squared_error: 0.9807, scimark_benchmark: 1306.0714, usercpu_time_millis: 15.34, usercpu_time_millis_testing: 0.233, usercpu_time_millis_training: 15.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9121, f_measure: 0.8994, kappa: 0.479, kb_relative_information_score: 414.6513, mean_absolute_error: 0.1378, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9049, predictive_accuracy: 0.9129, prior_entropy: 0.5368, recall: 0.9129, relative_absolute_error: 0.6416, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2578, root_relative_squared_error: 0.7876, scimark_benchmark: 1276.4966, usercpu_time_millis: 4.576, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 4.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6977, f_measure: 0.8247, kappa: 0.0248, kb_relative_information_score: 32.9343, mean_absolute_error: 0.209, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8331, predictive_accuracy: 0.8779, prior_entropy: 0.5368, recall: 0.8779, relative_absolute_error: 0.9734, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3229, root_relative_squared_error: 0.9862, scimark_benchmark: 1291.2007, usercpu_time_millis: 4.958, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 4.878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.904, f_measure: 0.8973, kappa: 0.4683, kb_relative_information_score: 378.7008, mean_absolute_error: 0.137, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9018, predictive_accuracy: 0.9108, prior_entropy: 0.5368, recall: 0.9108, relative_absolute_error: 0.638, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.262, root_relative_squared_error: 0.8002, scimark_benchmark: 1307.4803, usercpu_time_millis: 3.351, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 3.257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8803, f_measure: 0.8863, kappa: 0.4097, kb_relative_information_score: 336.6861, mean_absolute_error: 0.144, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8886, predictive_accuracy: 0.9019, prior_entropy: 0.5368, recall: 0.9019, relative_absolute_error: 0.6703, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2717, root_relative_squared_error: 0.8298, scimark_benchmark: 1296.3606, usercpu_time_millis: 7.233, usercpu_time_millis_testing: 0.133, usercpu_time_millis_training: 7.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9073, f_measure: 0.8958, kappa: 0.4528, kb_relative_information_score: 362.3984, mean_absolute_error: 0.1402, 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: 0.6529, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2576, root_relative_squared_error: 0.787, scimark_benchmark: 1299.4455, usercpu_time_millis: 14.483, usercpu_time_millis_testing: 0.073, usercpu_time_millis_training: 14.41,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7524, f_measure: 0.8492, kappa: 0.1747, kb_relative_information_score: 190.6985, mean_absolute_error: 0.1883, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8699, predictive_accuracy: 0.8868, prior_entropy: 0.5368, recall: 0.8868, relative_absolute_error: 0.8767, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3049, root_relative_squared_error: 0.9314, scimark_benchmark: 1286.4742, usercpu_time_millis: 3.84, usercpu_time_millis_testing: 0.087, usercpu_time_millis_training: 3.753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7504, f_measure: 0.8254, kappa: 0.0278, kb_relative_information_score: 38.2198, mean_absolute_error: 0.2088, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8638, predictive_accuracy: 0.8793, prior_entropy: 0.5368, recall: 0.8793, relative_absolute_error: 0.9723, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.984, scimark_benchmark: 1307.314, usercpu_time_millis: 4.498, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 4.417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6007, f_measure: 0.8283, kappa: 0.0452, kb_relative_information_score: 31.9453, mean_absolute_error: 0.2097, 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: 0.9763, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.9914, scimark_benchmark: 1303.8303, usercpu_time_millis: 4.004, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 3.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9052, f_measure: 0.8953, kappa: 0.4493, kb_relative_information_score: 358.003, mean_absolute_error: 0.1408, 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: 0.6558, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.7924, scimark_benchmark: 1288.16, usercpu_time_millis: 277.244, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 277.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6848, f_measure: 0.8231, kappa: 0.0153, kb_relative_information_score: 23.5072, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8204, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9784, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3245, root_relative_squared_error: 0.9913, scimark_benchmark: 1310.1748, usercpu_time_millis: 5.083, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 5.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6461, f_measure: 0.8267, kappa: 0.0358, kb_relative_information_score: 27.3626, mean_absolute_error: 0.2104, 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: 0.9798, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3252, root_relative_squared_error: 0.9934, scimark_benchmark: 1302.8957, usercpu_time_millis: 4.484, usercpu_time_millis_testing: 0.522, usercpu_time_millis_training: 3.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.576, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -113.8516, mean_absolute_error: 0.212, 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: 0.9873, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.9959, scimark_benchmark: 1301.9908, usercpu_time_millis: 13.165, usercpu_time_millis_testing: 0.205, usercpu_time_millis_training: 12.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5059, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -0.0473, 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: 0.9984, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3284, root_relative_squared_error: 1.0032, scimark_benchmark: 1286.4614, usercpu_time_millis: 4.353, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 4.27,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8999, f_measure: 0.8935, kappa: 0.4496, kb_relative_information_score: 350.6224, mean_absolute_error: 0.1419, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8966, predictive_accuracy: 0.9074, prior_entropy: 0.5368, recall: 0.9074, relative_absolute_error: 0.6609, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2693, root_relative_squared_error: 0.8227, scimark_benchmark: 1350.9073, usercpu_time_millis: 4.413, usercpu_time_millis_testing: 0.125, usercpu_time_millis_training: 4.288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9038, f_measure: 0.894, kappa: 0.453, kb_relative_information_score: 379.4614, mean_absolute_error: 0.1371, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8965, predictive_accuracy: 0.9074, prior_entropy: 0.5368, recall: 0.9074, relative_absolute_error: 0.6385, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.263, root_relative_squared_error: 0.8035, scimark_benchmark: 1350.0923, usercpu_time_millis: 3.818, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 3.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.901, f_measure: 0.8982, kappa: 0.4691, kb_relative_information_score: 380.1198, mean_absolute_error: 0.1377, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.906, predictive_accuracy: 0.9129, prior_entropy: 0.5368, recall: 0.9129, relative_absolute_error: 0.6411, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2579, root_relative_squared_error: 0.7879, scimark_benchmark: 1354.5485, usercpu_time_millis: 4.427, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 4.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9071, f_measure: 0.8988, kappa: 0.4716, kb_relative_information_score: 385.4671, mean_absolute_error: 0.1376, 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: 0.6406, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2565, root_relative_squared_error: 0.7834, scimark_benchmark: 1317.8899, usercpu_time_millis: 6.249, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 6.171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.8985, kappa: 0.478, kb_relative_information_score: 383.2745, mean_absolute_error: 0.1367, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9013, predictive_accuracy: 0.9108, prior_entropy: 0.5368, recall: 0.9108, relative_absolute_error: 0.6365, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2659, root_relative_squared_error: 0.8121, scimark_benchmark: 1318.8816, usercpu_time_millis: 4.304, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 4.213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8008, f_measure: 0.8267, kappa: 0.0393, kb_relative_information_score: 15.3501, mean_absolute_error: 0.2008, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8284, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.935, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3145, root_relative_squared_error: 0.9607, scimark_benchmark: 1315.0815, usercpu_time_millis: 9.784, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 9.708,

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