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: 0.6023, f_measure: 0.8283, kappa: 0.0452, kb_relative_information_score: 32.0631, mean_absolute_error: 0.2096, 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: 0.9762, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3245, root_relative_squared_error: 0.9913, scimark_benchmark: 1349.3658, usercpu_time_millis: 4.522, usercpu_time_millis_testing: 0.101, usercpu_time_millis_training: 4.421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5785, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -63.9862, 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: 0.991, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3268, root_relative_squared_error: 0.9983, scimark_benchmark: 1326.9983, usercpu_time_millis: 12.659, usercpu_time_millis_testing: 0.212, usercpu_time_millis_training: 12.447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9052, f_measure: 0.894, kappa: 0.453, kb_relative_information_score: 374.8056, mean_absolute_error: 0.1368, 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: 0.637, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.8105, scimark_benchmark: 1345.9591, usercpu_time_millis: 3.429, usercpu_time_millis_testing: 0.073, usercpu_time_millis_training: 3.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.625, f_measure: 0.8298, kappa: 0.0546, kb_relative_information_score: 37.6633, mean_absolute_error: 0.2086, 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: 0.9716, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3235, root_relative_squared_error: 0.9881, scimark_benchmark: 1325.2656, usercpu_time_millis: 4.087, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 4.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9057, f_measure: 0.8952, kappa: 0.4503, kb_relative_information_score: 364.7217, mean_absolute_error: 0.1396, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9052, predictive_accuracy: 0.9115, prior_entropy: 0.5368, recall: 0.9115, relative_absolute_error: 0.65, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2586, root_relative_squared_error: 0.7898, scimark_benchmark: 1322.2469, usercpu_time_millis: 78.455, usercpu_time_millis_testing: 0.073, usercpu_time_millis_training: 78.382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8982, f_measure: 0.8989, kappa: 0.4812, kb_relative_information_score: 382.5614, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9012, predictive_accuracy: 0.9108, prior_entropy: 0.5368, recall: 0.9108, relative_absolute_error: 0.6394, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2626, root_relative_squared_error: 0.8021, scimark_benchmark: 1322.4444, usercpu_time_millis: 3.904, usercpu_time_millis_testing: 0.087, usercpu_time_millis_training: 3.817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6622, f_measure: 0.8254, kappa: 0.0278, kb_relative_information_score: -118.4391, mean_absolute_error: 0.2082, 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: 0.9694, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3222, root_relative_squared_error: 0.984, scimark_benchmark: 1319.5446, usercpu_time_millis: 15.261, usercpu_time_millis_testing: 0.24, usercpu_time_millis_training: 15.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8828, f_measure: 0.8746, kappa: 0.3417, kb_relative_information_score: 267.1519, mean_absolute_error: 0.1554, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8769, predictive_accuracy: 0.8944, prior_entropy: 0.5368, recall: 0.8944, relative_absolute_error: 0.7235, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2781, root_relative_squared_error: 0.8494, scimark_benchmark: 1344.0588, usercpu_time_millis: 6.519, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 6.411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7431, f_measure: 0.8291, kappa: 0.0515, kb_relative_information_score: 57.355, mean_absolute_error: 0.2055, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8469, predictive_accuracy: 0.8793, prior_entropy: 0.5368, recall: 0.8793, relative_absolute_error: 0.9569, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3217, root_relative_squared_error: 0.9827, scimark_benchmark: 1306.4642, usercpu_time_millis: 3.474, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 3.399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8835, f_measure: 0.8868, kappa: 0.4134, kb_relative_information_score: 347.1073, mean_absolute_error: 0.1467, 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: 0.6833, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2758, root_relative_squared_error: 0.8424, scimark_benchmark: 1315.8465, usercpu_time_millis: 5.888, usercpu_time_millis_testing: 0.114, usercpu_time_millis_training: 5.774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.8949, kappa: 0.4457, kb_relative_information_score: 353.2276, 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: 0.6604, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.7924, scimark_benchmark: 1319.9473, usercpu_time_millis: 65.622, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 65.55,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7113, f_measure: 0.8264, kappa: 0.0378, kb_relative_information_score: -116.0079, mean_absolute_error: 0.204, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8238, predictive_accuracy: 0.8765, prior_entropy: 0.5368, recall: 0.8765, relative_absolute_error: 0.9497, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3209, root_relative_squared_error: 0.9802, scimark_benchmark: 1320.4899, usercpu_time_millis: 15.497, usercpu_time_millis_testing: 0.224, usercpu_time_millis_training: 15.273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7312, f_measure: 0.8287, kappa: 0.0531, kb_relative_information_score: -109.2663, mean_absolute_error: 0.2035, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8272, predictive_accuracy: 0.8765, prior_entropy: 0.5368, recall: 0.8765, relative_absolute_error: 0.9474, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3207, root_relative_squared_error: 0.9795, scimark_benchmark: 1341.0051, usercpu_time_millis: 17.225, usercpu_time_millis_testing: 0.224, usercpu_time_millis_training: 17.001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9058, f_measure: 0.8948, kappa: 0.4468, kb_relative_information_score: 359.9786, mean_absolute_error: 0.1406, 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: 0.6547, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2592, root_relative_squared_error: 0.7918, scimark_benchmark: 1356.8054, usercpu_time_millis: 267.017, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 266.933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7568, f_measure: 0.8298, kappa: 0.0606, kb_relative_information_score: -83.0536, mean_absolute_error: 0.2021, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8285, predictive_accuracy: 0.8765, prior_entropy: 0.5368, recall: 0.8765, relative_absolute_error: 0.9411, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.32, root_relative_squared_error: 0.9774, scimark_benchmark: 1315.1424, usercpu_time_millis: 15.4, usercpu_time_millis_testing: 0.221, usercpu_time_millis_training: 15.179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7436, f_measure: 0.8302, kappa: 0.0621, kb_relative_information_score: -102.4871, mean_absolute_error: 0.203, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8318, predictive_accuracy: 0.8772, prior_entropy: 0.5368, recall: 0.8772, relative_absolute_error: 0.9454, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3205, root_relative_squared_error: 0.979, scimark_benchmark: 1309.5182, usercpu_time_millis: 15.674, usercpu_time_millis_testing: 0.236, usercpu_time_millis_training: 15.438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.903, f_measure: 0.8944, kappa: 0.442, kb_relative_information_score: 351.0962, mean_absolute_error: 0.1423, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9087, predictive_accuracy: 0.9122, prior_entropy: 0.5368, recall: 0.9122, relative_absolute_error: 0.6627, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2603, root_relative_squared_error: 0.795, scimark_benchmark: 1350.8424, usercpu_time_millis: 413.527, usercpu_time_millis_testing: 0.073, usercpu_time_millis_training: 413.454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.905, f_measure: 0.894, kappa: 0.453, kb_relative_information_score: 374.3621, mean_absolute_error: 0.1368, 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: 0.6372, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2655, root_relative_squared_error: 0.8108, scimark_benchmark: 1344.2451, usercpu_time_millis: 3.056, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 2.982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.859, f_measure: 0.8401, kappa: 0.1162, kb_relative_information_score: 134.6949, mean_absolute_error: 0.191, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8767, predictive_accuracy: 0.8848, prior_entropy: 0.5368, recall: 0.8848, relative_absolute_error: 0.8893, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.303, root_relative_squared_error: 0.9256, scimark_benchmark: 1336.5082, usercpu_time_millis: 5.899, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 5.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8794, f_measure: 0.8857, kappa: 0.4074, kb_relative_information_score: 334.289, mean_absolute_error: 0.1442, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8876, predictive_accuracy: 0.9012, prior_entropy: 0.5368, recall: 0.9012, relative_absolute_error: 0.6713, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2722, root_relative_squared_error: 0.8314, scimark_benchmark: 1348.0138, usercpu_time_millis: 6.907, usercpu_time_millis_testing: 0.126, usercpu_time_millis_training: 6.781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8991, kappa: 0.4699, kb_relative_information_score: 380.2471, mean_absolute_error: 0.1384, 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: 0.6444, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2566, root_relative_squared_error: 0.7837, scimark_benchmark: 1348.1997, usercpu_time_millis: 8.495, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 8.425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.79, f_measure: 0.8611, kappa: 0.2454, kb_relative_information_score: 254.178, mean_absolute_error: 0.1777, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8828, predictive_accuracy: 0.893, prior_entropy: 0.5368, recall: 0.893, relative_absolute_error: 0.8273, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2955, root_relative_squared_error: 0.9025, scimark_benchmark: 1339.2871, usercpu_time_millis: 4.18, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 4.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8811, f_measure: 0.8692, kappa: 0.3116, kb_relative_information_score: 256.2739, mean_absolute_error: 0.1563, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.87, predictive_accuracy: 0.8903, prior_entropy: 0.5368, recall: 0.8903, relative_absolute_error: 0.7279, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2785, root_relative_squared_error: 0.8506, scimark_benchmark: 1320.1332, usercpu_time_millis: 6.306, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 6.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9072, f_measure: 0.8997, kappa: 0.4725, kb_relative_information_score: 380.3795, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9127, predictive_accuracy: 0.9156, prior_entropy: 0.5368, recall: 0.9156, relative_absolute_error: 0.6446, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2564, root_relative_squared_error: 0.7831, scimark_benchmark: 1337.7014, usercpu_time_millis: 7.728, usercpu_time_millis_testing: 0.073, usercpu_time_millis_training: 7.655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6232, f_measure: 0.8238, kappa: 0.0181, kb_relative_information_score: -142.775, mean_absolute_error: 0.2095, 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: 0.9754, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3235, root_relative_squared_error: 0.988, scimark_benchmark: 1309.4559, usercpu_time_millis: 14.233, usercpu_time_millis_testing: 0.221, usercpu_time_millis_training: 14.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5526, f_measure: 0.8251, kappa: 0.0263, kb_relative_information_score: 15.7039, mean_absolute_error: 0.2123, 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: 0.9884, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3263, root_relative_squared_error: 0.9967, scimark_benchmark: 1319.1798, usercpu_time_millis: 4.033, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 3.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9025, f_measure: 0.8963, kappa: 0.4676, kb_relative_information_score: 381.4207, mean_absolute_error: 0.1366, 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: 0.636, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2657, root_relative_squared_error: 0.8115, scimark_benchmark: 1346.7827, usercpu_time_millis: 4.225, usercpu_time_millis_testing: 0.089, usercpu_time_millis_training: 4.136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6046, f_measure: 0.8283, kappa: 0.0452, kb_relative_information_score: 31.3675, 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: 0.9765, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3247, root_relative_squared_error: 0.9918, scimark_benchmark: 1348.2004, usercpu_time_millis: 4.811, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 4.714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9052, f_measure: 0.8949, kappa: 0.4457, kb_relative_information_score: 353.5216, mean_absolute_error: 0.1417, 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: 0.66, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.7923, scimark_benchmark: 1313.2173, usercpu_time_millis: 56.585, usercpu_time_millis_testing: 0.073, usercpu_time_millis_training: 56.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6645, f_measure: 0.8238, kappa: 0.0181, kb_relative_information_score: 27.5833, mean_absolute_error: 0.2111, 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: 0.9829, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3249, root_relative_squared_error: 0.9923, scimark_benchmark: 1335.9277, usercpu_time_millis: 5.445, usercpu_time_millis_testing: 0.101, usercpu_time_millis_training: 5.344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7743, f_measure: 0.8352, kappa: 0.0879, kb_relative_information_score: 85.8716, mean_absolute_error: 0.2013, 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: 0.9375, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.317, root_relative_squared_error: 0.9682, scimark_benchmark: 1347.1683, usercpu_time_millis: 4.46, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 4.36,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.901, f_measure: 0.8992, kappa: 0.475, kb_relative_information_score: 378.9089, mean_absolute_error: 0.1376, 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: 0.6407, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2579, root_relative_squared_error: 0.7878, scimark_benchmark: 1324.4021, usercpu_time_millis: 4.48, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 4.409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9071, f_measure: 0.8983, kappa: 0.474, kb_relative_information_score: 427.2335, mean_absolute_error: 0.1354, 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: 0.6304, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2582, root_relative_squared_error: 0.7888, scimark_benchmark: 1315.7987, usercpu_time_millis: 4.222, usercpu_time_millis_testing: 0.087, usercpu_time_millis_training: 4.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.904, f_measure: 0.893, kappa: 0.4472, kb_relative_information_score: 364.9027, mean_absolute_error: 0.1393, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8956, predictive_accuracy: 0.9067, prior_entropy: 0.5368, recall: 0.9067, relative_absolute_error: 0.6485, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2677, root_relative_squared_error: 0.8178, scimark_benchmark: 1333.0978, usercpu_time_millis: 3.272, usercpu_time_millis_testing: 0.217, usercpu_time_millis_training: 3.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9056, f_measure: 0.8948, kappa: 0.4468, kb_relative_information_score: 360.6074, 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: 0.6539, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2592, root_relative_squared_error: 0.7918, scimark_benchmark: 1332.8785, usercpu_time_millis: 183.758, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 183.689,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9038, f_measure: 0.8935, kappa: 0.4496, kb_relative_information_score: 370.2439, mean_absolute_error: 0.1385, 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: 0.645, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2665, root_relative_squared_error: 0.8141, scimark_benchmark: 1318.327, usercpu_time_millis: 4.01, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 3.913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4846, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -2.7737, 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: 0.9992, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3288, root_relative_squared_error: 1.0043, scimark_benchmark: 1320.8853, usercpu_time_millis: 4.624, usercpu_time_millis_testing: 0.085, usercpu_time_millis_training: 4.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8999, f_measure: 0.8973, kappa: 0.4683, kb_relative_information_score: 376.1905, mean_absolute_error: 0.1374, 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: 0.6396, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2613, root_relative_squared_error: 0.798, scimark_benchmark: 1319.4359, usercpu_time_millis: 3.451, usercpu_time_millis_testing: 0.099, usercpu_time_millis_training: 3.352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8776, f_measure: 0.8842, kappa: 0.3992, kb_relative_information_score: 327.373, mean_absolute_error: 0.1486, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8855, predictive_accuracy: 0.8999, prior_entropy: 0.5368, recall: 0.8999, relative_absolute_error: 0.6919, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2774, root_relative_squared_error: 0.8474, scimark_benchmark: 1341.0527, usercpu_time_millis: 6.508, usercpu_time_millis_testing: 0.147, usercpu_time_millis_training: 6.361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5772, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -114.5669, 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: 1339.1952, usercpu_time_millis: 13.042, usercpu_time_millis_testing: 0.201, usercpu_time_millis_training: 12.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6203, f_measure: 0.8298, kappa: 0.0546, kb_relative_information_score: 34.7363, mean_absolute_error: 0.2092, 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: 0.9741, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3242, root_relative_squared_error: 0.9901, scimark_benchmark: 1312.481, usercpu_time_millis: 4.303, usercpu_time_millis_testing: 0.088, usercpu_time_millis_training: 4.215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5459, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -44.3653, 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: 0.3272, root_relative_squared_error: 0.9994, scimark_benchmark: 1329.2927, usercpu_time_millis: 5.163, usercpu_time_millis_testing: 0.109, usercpu_time_millis_training: 5.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9011, f_measure: 0.9014, kappa: 0.4904, kb_relative_information_score: 400.4072, mean_absolute_error: 0.1362, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9067, predictive_accuracy: 0.9143, prior_entropy: 0.5368, recall: 0.9143, relative_absolute_error: 0.6344, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.8005, scimark_benchmark: 1322.8079, usercpu_time_millis: 4.221, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 4.131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.904, f_measure: 0.8983, kappa: 0.474, kb_relative_information_score: 379.0216, mean_absolute_error: 0.1367, 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: 0.6366, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.8006, scimark_benchmark: 1321.9547, usercpu_time_millis: 3.439, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 3.364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9054, f_measure: 0.8938, kappa: 0.4395, kb_relative_information_score: 351.2632, mean_absolute_error: 0.1426, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9071, predictive_accuracy: 0.9115, prior_entropy: 0.5368, recall: 0.9115, relative_absolute_error: 0.6639, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2598, root_relative_squared_error: 0.7936, scimark_benchmark: 1323.6157, usercpu_time_millis: 35.053, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 34.984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8564, f_measure: 0.8552, kappa: 0.2265, kb_relative_information_score: 140.5097, mean_absolute_error: 0.1702, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.855, predictive_accuracy: 0.8827, prior_entropy: 0.5368, recall: 0.8827, relative_absolute_error: 0.7927, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2935, root_relative_squared_error: 0.8964, scimark_benchmark: 1337.2956, usercpu_time_millis: 10.75, usercpu_time_millis_testing: 0.312, usercpu_time_millis_training: 10.438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, f_measure: 0.8977, kappa: 0.4657, kb_relative_information_score: 384.9986, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9064, predictive_accuracy: 0.9129, prior_entropy: 0.5368, recall: 0.9129, relative_absolute_error: 0.6407, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.257, root_relative_squared_error: 0.785, scimark_benchmark: 1316.4781, usercpu_time_millis: 5.944, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 5.873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9068, f_measure: 0.897, kappa: 0.4579, kb_relative_information_score: 369.073, mean_absolute_error: 0.1397, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.9096, predictive_accuracy: 0.9136, prior_entropy: 0.5368, recall: 0.9136, relative_absolute_error: 0.6505, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2571, root_relative_squared_error: 0.7854, scimark_benchmark: 1341.5811, usercpu_time_millis: 11.784, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 11.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6851, f_measure: 0.8256, kappa: 0.0314, kb_relative_information_score: -137.0274, mean_absolute_error: 0.2053, 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: 0.9559, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3214, root_relative_squared_error: 0.9817, scimark_benchmark: 1340.4839, usercpu_time_millis: 14.991, usercpu_time_millis_testing: 0.226, usercpu_time_millis_training: 14.765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6001, f_measure: 0.8238, kappa: 0.0181, kb_relative_information_score: 17.7256, mean_absolute_error: 0.2121, 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: 0.9878, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3257, root_relative_squared_error: 0.9949, scimark_benchmark: 1331.6094, usercpu_time_millis: 4.709, usercpu_time_millis_testing: 0.123, usercpu_time_millis_training: 4.586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9029, f_measure: 0.8934, kappa: 0.4506, kb_relative_information_score: 370.6434, mean_absolute_error: 0.1382, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8955, predictive_accuracy: 0.9067, prior_entropy: 0.5368, recall: 0.9067, relative_absolute_error: 0.6434, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2666, root_relative_squared_error: 0.8143, scimark_benchmark: 1319.8734, usercpu_time_millis: 4.571, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 4.48,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5738, f_measure: 0.8238, kappa: 0.0181, kb_relative_information_score: 13.6044, mean_absolute_error: 0.2128, 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: 0.9907, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3266, root_relative_squared_error: 0.9975, scimark_benchmark: 1343.6157, usercpu_time_millis: 5.852, usercpu_time_millis_testing: 0.098, usercpu_time_millis_training: 5.754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5761, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -67.3828, 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: 0.9913, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3268, root_relative_squared_error: 0.9982, scimark_benchmark: 1300.8714, usercpu_time_millis: 12.606, usercpu_time_millis_testing: 0.202, usercpu_time_millis_training: 12.404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9063, f_measure: 0.8979, kappa: 0.4648, kb_relative_information_score: 375.2813, mean_absolute_error: 0.1388, 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: 0.6465, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2568, root_relative_squared_error: 0.7843, scimark_benchmark: 1340.9395, usercpu_time_millis: 10.469, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 10.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5911, f_measure: 0.8251, kappa: 0.0263, kb_relative_information_score: 20.9674, mean_absolute_error: 0.2116, 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: 0.9854, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.326, root_relative_squared_error: 0.9959, scimark_benchmark: 1344.7581, usercpu_time_millis: 4.549, usercpu_time_millis_testing: 0.109, usercpu_time_millis_training: 4.44,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.802, f_measure: 0.8621, kappa: 0.2495, kb_relative_information_score: 255.0378, mean_absolute_error: 0.1782, 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: 0.83, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2951, root_relative_squared_error: 0.9013, scimark_benchmark: 1311.3798, usercpu_time_millis: 4.889, usercpu_time_millis_testing: 0.087, usercpu_time_millis_training: 4.802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.592, f_measure: 0.8251, kappa: 0.0263, kb_relative_information_score: 20.7158, mean_absolute_error: 0.2115, 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: 0.9847, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3257, root_relative_squared_error: 0.9948, scimark_benchmark: 1340.8522, usercpu_time_millis: 5.272, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 5.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5831, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -116.1256, 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: 0.9871, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.326, root_relative_squared_error: 0.9958, scimark_benchmark: 1339.1819, usercpu_time_millis: 13.346, usercpu_time_millis_testing: 0.205, usercpu_time_millis_training: 13.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.904, f_measure: 0.8958, kappa: 0.4528, kb_relative_information_score: 348.2344, mean_absolute_error: 0.1421, 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: 0.6617, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2602, root_relative_squared_error: 0.7948, scimark_benchmark: 1355.972, usercpu_time_millis: 410.079, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 410.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6259, f_measure: 0.8267, kappa: 0.0358, kb_relative_information_score: 21.713, 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: 0.9818, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3257, root_relative_squared_error: 0.9948, scimark_benchmark: 1335.9222, usercpu_time_millis: 4.523, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 4.431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7287, f_measure: 0.8291, kappa: 0.0515, kb_relative_information_score: 44.9291, mean_absolute_error: 0.2069, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8469, predictive_accuracy: 0.8793, prior_entropy: 0.5368, recall: 0.8793, relative_absolute_error: 0.9634, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3227, root_relative_squared_error: 0.9858, scimark_benchmark: 1339.3218, usercpu_time_millis: 3.904, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 3.823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8806, f_measure: 0.8812, kappa: 0.3759, kb_relative_information_score: 229.21, mean_absolute_error: 0.1496, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8861, predictive_accuracy: 0.8999, prior_entropy: 0.5368, recall: 0.8999, relative_absolute_error: 0.6968, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2718, root_relative_squared_error: 0.8304, scimark_benchmark: 1319.3942, usercpu_time_millis: 5.084, usercpu_time_millis_testing: 0.086, usercpu_time_millis_training: 4.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9049, f_measure: 0.895, kappa: 0.4587, kb_relative_information_score: 374.8512, mean_absolute_error: 0.1367, 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: 0.6366, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2658, root_relative_squared_error: 0.812, scimark_benchmark: 1308.979, usercpu_time_millis: 3.287, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 3.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5804, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -56.5529, 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: 0.9862, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.326, root_relative_squared_error: 0.9957, scimark_benchmark: 1283.7873, usercpu_time_millis: 9.103, usercpu_time_millis_testing: 0.322, usercpu_time_millis_training: 8.781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.8943, kappa: 0.4432, kb_relative_information_score: 366.4219, mean_absolute_error: 0.1399, 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: 0.6514, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2587, root_relative_squared_error: 0.7901, scimark_benchmark: 1336.8767, usercpu_time_millis: 40.374, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 40.298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5452, f_measure: 0.8251, kappa: 0.0263, kb_relative_information_score: 15.7531, mean_absolute_error: 0.2123, 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: 0.9887, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3263, root_relative_squared_error: 0.9967, scimark_benchmark: 1338.9392, usercpu_time_millis: 4.172, usercpu_time_millis_testing: 0.085, usercpu_time_millis_training: 4.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9047, f_measure: 0.9002, kappa: 0.4808, kb_relative_information_score: 384.668, 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: 0.6382, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2574, root_relative_squared_error: 0.7862, scimark_benchmark: 1330.4761, usercpu_time_millis: 5.037, usercpu_time_millis_testing: 0.212, usercpu_time_millis_training: 4.825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6071, f_measure: 0.8205, kappa: -0.0014, kb_relative_information_score: -135.137, mean_absolute_error: 0.2109, 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: 0.9822, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.325, root_relative_squared_error: 0.9926, scimark_benchmark: 1311.7723, usercpu_time_millis: 13.509, usercpu_time_millis_testing: 0.212, usercpu_time_millis_training: 13.297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5746, f_measure: 0.8267, kappa: 0.0358, kb_relative_information_score: 24.8709, mean_absolute_error: 0.2113, 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: 0.9839, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.325, root_relative_squared_error: 0.9927, scimark_benchmark: 1336.8346, usercpu_time_millis: 4.212, usercpu_time_millis_testing: 0.086, usercpu_time_millis_training: 4.126,

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