Task
Supervised Classification on scene

Supervised Classification on scene

Task 3485 Supervised Classification scene 87577 runs submitted
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  • mythbusting_1 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5207, f_measure: 0.7422, kappa: 0.0076, kb_relative_information_score: 12.701, mean_absolute_error: 0.2921, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8536, predictive_accuracy: 0.8218, prior_entropy: 0.6786, recall: 0.8218, relative_absolute_error: 0.9931, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3823, root_relative_squared_error: 0.9972, scimark_benchmark: 669.5141, usercpu_time_millis: 776.48, usercpu_time_millis_testing: 14.7, usercpu_time_millis_training: 761.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.9458, kappa: 0.8123, kb_relative_information_score: 1651.3351, mean_absolute_error: 0.0867, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9456, predictive_accuracy: 0.9468, prior_entropy: 0.6786, recall: 0.9468, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.5439, scimark_benchmark: 685.0462, usercpu_time_millis: 258.02, usercpu_time_millis_testing: 2.35, usercpu_time_millis_training: 255.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.9411, kappa: 0.7974, kb_relative_information_score: 1637.1007, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9408, predictive_accuracy: 0.9418, prior_entropy: 0.6786, recall: 0.9418, relative_absolute_error: 0.2959, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.5611, scimark_benchmark: 662.183, usercpu_time_millis: 254.48, usercpu_time_millis_testing: 2.43, usercpu_time_millis_training: 252.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.7412, kappa: 0.0038, kb_relative_information_score: 7.8432, mean_absolute_error: 0.2931, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8533, predictive_accuracy: 0.8214, prior_entropy: 0.6786, recall: 0.8214, relative_absolute_error: 0.9964, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.383, root_relative_squared_error: 0.9988, scimark_benchmark: 676.4966, usercpu_time_millis: 830.24, usercpu_time_millis_testing: 14.42, usercpu_time_millis_training: 815.82,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.976, f_measure: 0.97, kappa: 0.8966, kb_relative_information_score: 1886.1515, mean_absolute_error: 0.0653, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9702, predictive_accuracy: 0.9705, prior_entropy: 0.6786, recall: 0.9705, relative_absolute_error: 0.222, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1621, root_relative_squared_error: 0.4229, scimark_benchmark: 677.0575, usercpu_time_millis: 284.14, usercpu_time_millis_testing: 4.87, usercpu_time_millis_training: 279.27,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.7412, kappa: 0.0038, kb_relative_information_score: 7.8393, mean_absolute_error: 0.2931, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8533, predictive_accuracy: 0.8214, prior_entropy: 0.6786, recall: 0.8214, relative_absolute_error: 0.9964, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.383, root_relative_squared_error: 0.9988, scimark_benchmark: 653.2967, usercpu_time_millis: 836.21, usercpu_time_millis_testing: 13.23, usercpu_time_millis_training: 822.98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9183, f_measure: 0.8901, kappa: 0.6202, kb_relative_information_score: 1015.0889, mean_absolute_error: 0.1511, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8888, predictive_accuracy: 0.892, prior_entropy: 0.6786, recall: 0.892, relative_absolute_error: 0.5136, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2829, root_relative_squared_error: 0.7379, scimark_benchmark: 655.6667, usercpu_time_millis: 357.36, usercpu_time_millis_testing: 6.94, usercpu_time_millis_training: 350.42,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7051, f_measure: 0.7412, kappa: 0.0038, kb_relative_information_score: 1.7909, mean_absolute_error: 0.2929, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8533, predictive_accuracy: 0.8214, prior_entropy: 0.6786, recall: 0.8214, relative_absolute_error: 0.9958, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3826, root_relative_squared_error: 0.9978, scimark_benchmark: 659.5405, usercpu_time_millis: 559.75, usercpu_time_millis_testing: 9.67, usercpu_time_millis_training: 550.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.9411, kappa: 0.7974, kb_relative_information_score: 1637.1007, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9408, predictive_accuracy: 0.9418, prior_entropy: 0.6786, recall: 0.9418, relative_absolute_error: 0.2959, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.5611, scimark_benchmark: 674.3847, usercpu_time_millis: 278.21, usercpu_time_millis_testing: 2.59, usercpu_time_millis_training: 275.62,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9832, kappa: 0.942, kb_relative_information_score: 2063.3972, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9834, predictive_accuracy: 0.9834, prior_entropy: 0.6786, recall: 0.9834, relative_absolute_error: 0.1604, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1282, root_relative_squared_error: 0.3345, scimark_benchmark: 683.2477, usercpu_time_millis: 303.7, usercpu_time_millis_testing: 2.3, usercpu_time_millis_training: 301.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.901, kappa: 0.6453, kb_relative_information_score: 1095.8534, mean_absolute_error: 0.1514, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9033, predictive_accuracy: 0.9074, prior_entropy: 0.6786, recall: 0.9074, relative_absolute_error: 0.5147, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2684, root_relative_squared_error: 0.7001, scimark_benchmark: 644.5133, usercpu_time_millis: 412.82, usercpu_time_millis_testing: 6.87, usercpu_time_millis_training: 405.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7487, f_measure: 0.7416, kappa: 0.0051, kb_relative_information_score: 1.7374, mean_absolute_error: 0.2925, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.7459, predictive_accuracy: 0.8205, prior_entropy: 0.6786, recall: 0.8205, relative_absolute_error: 0.9942, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3826, root_relative_squared_error: 0.9978, scimark_benchmark: 689.3565, usercpu_time_millis: 647.07, usercpu_time_millis_testing: 9.83, usercpu_time_millis_training: 637.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.9798, kappa: 0.9305, kb_relative_information_score: 2007.772, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.98, predictive_accuracy: 0.9801, prior_entropy: 0.6786, recall: 0.9801, relative_absolute_error: 0.1828, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.139, root_relative_squared_error: 0.3627, scimark_benchmark: 647.932, usercpu_time_millis: 311.7, usercpu_time_millis_testing: 2.52, usercpu_time_millis_training: 309.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8974, f_measure: 0.8236, kappa: 0.3467, kb_relative_information_score: 604.8884, mean_absolute_error: 0.2124, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8244, predictive_accuracy: 0.845, prior_entropy: 0.6786, recall: 0.845, relative_absolute_error: 0.7221, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3278, root_relative_squared_error: 0.8549, scimark_benchmark: 652.14, usercpu_time_millis: 537.63, usercpu_time_millis_testing: 9.02, usercpu_time_millis_training: 528.61,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8657, f_measure: 0.7421, kappa: 0.0076, kb_relative_information_score: 91.2026, mean_absolute_error: 0.2757, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.7155, predictive_accuracy: 0.813, prior_entropy: 0.6786, recall: 0.813, relative_absolute_error: 0.9373, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.371, root_relative_squared_error: 0.9675, scimark_benchmark: 663.6546, usercpu_time_millis: 823.24, usercpu_time_millis_testing: 9.06, usercpu_time_millis_training: 814.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.867, f_measure: 0.7623, kappa: 0.0872, kb_relative_information_score: 189.9451, mean_absolute_error: 0.2638, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.7752, predictive_accuracy: 0.8222, prior_entropy: 0.6786, recall: 0.8222, relative_absolute_error: 0.8969, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3612, root_relative_squared_error: 0.9422, scimark_benchmark: 655.5536, usercpu_time_millis: 767.43, usercpu_time_millis_testing: 9.98, usercpu_time_millis_training: 757.45,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7412, kappa: 0.0038, kb_relative_information_score: 7.7656, mean_absolute_error: 0.2931, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8533, predictive_accuracy: 0.8214, prior_entropy: 0.6786, recall: 0.8214, relative_absolute_error: 0.9965, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.383, root_relative_squared_error: 0.999, scimark_benchmark: 666.7632, usercpu_time_millis: 847.18, usercpu_time_millis_testing: 15.04, usercpu_time_millis_training: 832.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9874, kappa: 0.9566, kb_relative_information_score: 2144.0794, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9876, predictive_accuracy: 0.9875, prior_entropy: 0.6786, recall: 0.9875, relative_absolute_error: 0.1233, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1151, root_relative_squared_error: 0.3001, scimark_benchmark: 688.4109, usercpu_time_millis: 324.73, usercpu_time_millis_testing: 2.31, usercpu_time_millis_training: 322.42,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5829, f_measure: 0.7402, kb_relative_information_score: 0.9394, mean_absolute_error: 0.2938, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6739, predictive_accuracy: 0.8209, prior_entropy: 0.6786, recall: 0.8209, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3833, root_relative_squared_error: 0.9997, scimark_benchmark: 652.3154, usercpu_time_millis: 630.24, usercpu_time_millis_testing: 8.75, usercpu_time_millis_training: 621.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8729, f_measure: 0.7816, kappa: 0.166, kb_relative_information_score: 373.1707, mean_absolute_error: 0.2458, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.7942, predictive_accuracy: 0.8284, prior_entropy: 0.6786, recall: 0.8284, relative_absolute_error: 0.8354, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.344, root_relative_squared_error: 0.8974, scimark_benchmark: 659.8034, usercpu_time_millis: 696.58, usercpu_time_millis_testing: 9.41, usercpu_time_millis_training: 687.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8614, f_measure: 0.768, kappa: 0.1103, kb_relative_information_score: 194.306, mean_absolute_error: 0.2627, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.7815, predictive_accuracy: 0.8238, prior_entropy: 0.6786, recall: 0.8238, relative_absolute_error: 0.8931, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3605, root_relative_squared_error: 0.9403, scimark_benchmark: 674.863, usercpu_time_millis: 752.04, usercpu_time_millis_testing: 10.55, usercpu_time_millis_training: 741.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.9416, kappa: 0.7994, kb_relative_information_score: 1633.3364, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9413, predictive_accuracy: 0.9423, prior_entropy: 0.6786, recall: 0.9423, relative_absolute_error: 0.2982, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.5597, scimark_benchmark: 651.9658, usercpu_time_millis: 264.85, usercpu_time_millis_testing: 1.98, usercpu_time_millis_training: 262.87,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6329, f_measure: 0.7471, kappa: 0.0264, kb_relative_information_score: 47.46, mean_absolute_error: 0.2891, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.855, predictive_accuracy: 0.8238, prior_entropy: 0.6786, recall: 0.8238, relative_absolute_error: 0.9827, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3792, root_relative_squared_error: 0.989, scimark_benchmark: 682.6086, usercpu_time_millis: 919.58, usercpu_time_millis_testing: 17.15, usercpu_time_millis_training: 902.43,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.9411, kappa: 0.7974, kb_relative_information_score: 1637.1007, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9408, predictive_accuracy: 0.9418, prior_entropy: 0.6786, recall: 0.9418, relative_absolute_error: 0.2959, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.5611, scimark_benchmark: 665.2786, usercpu_time_millis: 277.77, usercpu_time_millis_testing: 2.1, usercpu_time_millis_training: 275.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.9411, kappa: 0.7974, kb_relative_information_score: 1637.1007, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9408, predictive_accuracy: 0.9418, prior_entropy: 0.6786, recall: 0.9418, relative_absolute_error: 0.2959, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.5611, scimark_benchmark: 657.2682, usercpu_time_millis: 276.14, usercpu_time_millis_testing: 2.64, usercpu_time_millis_training: 273.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.535, f_measure: 0.7422, kappa: 0.0076, kb_relative_information_score: 13.8744, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8536, predictive_accuracy: 0.8218, prior_entropy: 0.6786, recall: 0.8218, relative_absolute_error: 0.9925, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3822, root_relative_squared_error: 0.9969, scimark_benchmark: 658.9109, usercpu_time_millis: 797.64, usercpu_time_millis_testing: 14.43, usercpu_time_millis_training: 783.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.7451, kappa: 0.0192, kb_relative_information_score: 111.6153, mean_absolute_error: 0.274, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.7287, predictive_accuracy: 0.8147, prior_entropy: 0.6786, recall: 0.8147, relative_absolute_error: 0.9314, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3692, root_relative_squared_error: 0.963, scimark_benchmark: 660.2937, usercpu_time_millis: 830.65, usercpu_time_millis_testing: 10.11, usercpu_time_millis_training: 820.54,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9677, f_measure: 0.9614, kappa: 0.8659, kb_relative_information_score: 1765.6585, mean_absolute_error: 0.0795, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9617, predictive_accuracy: 0.9622, prior_entropy: 0.6786, recall: 0.9622, relative_absolute_error: 0.2703, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1832, root_relative_squared_error: 0.4777, scimark_benchmark: 642.6904, usercpu_time_millis: 284.29, usercpu_time_millis_testing: 2.12, usercpu_time_millis_training: 282.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8597, kappa: 0.4939, kb_relative_information_score: 849.1026, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8589, predictive_accuracy: 0.87, prior_entropy: 0.6786, recall: 0.87, relative_absolute_error: 0.6156, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3007, root_relative_squared_error: 0.7843, scimark_benchmark: 648.902, usercpu_time_millis: 377.06, usercpu_time_millis_testing: 6.94, usercpu_time_millis_training: 370.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.515, f_measure: 0.7412, kappa: 0.0038, kb_relative_information_score: 9.4779, mean_absolute_error: 0.2928, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8533, predictive_accuracy: 0.8214, prior_entropy: 0.6786, recall: 0.8214, relative_absolute_error: 0.9955, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3827, root_relative_squared_error: 0.9982, scimark_benchmark: 650.9934, usercpu_time_millis: 898.35, usercpu_time_millis_testing: 15.21, usercpu_time_millis_training: 883.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9241, f_measure: 0.894, kappa: 0.6253, kb_relative_information_score: 1046.5123, mean_absolute_error: 0.1549, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8933, predictive_accuracy: 0.8986, prior_entropy: 0.6786, recall: 0.8986, relative_absolute_error: 0.5264, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2758, root_relative_squared_error: 0.7194, scimark_benchmark: 618.1109, usercpu_time_millis: 330.48, usercpu_time_millis_testing: 5.25, usercpu_time_millis_training: 325.23,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7701, f_measure: 0.7867, kappa: 0.1833, kb_relative_information_score: 249.5332, mean_absolute_error: 0.2622, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8184, predictive_accuracy: 0.8359, prior_entropy: 0.6786, recall: 0.8359, relative_absolute_error: 0.8913, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.361, root_relative_squared_error: 0.9416, scimark_benchmark: 654.1075, usercpu_time_millis: 915.7, usercpu_time_millis_testing: 16.37, usercpu_time_millis_training: 899.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.901, kappa: 0.6453, kb_relative_information_score: 1095.8609, mean_absolute_error: 0.1514, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9033, predictive_accuracy: 0.9074, prior_entropy: 0.6786, recall: 0.9074, relative_absolute_error: 0.5147, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2684, root_relative_squared_error: 0.7001, scimark_benchmark: 642.835, usercpu_time_millis: 372.88, usercpu_time_millis_testing: 5.95, usercpu_time_millis_training: 366.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.9411, kappa: 0.7974, kb_relative_information_score: 1637.1007, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9408, predictive_accuracy: 0.9418, prior_entropy: 0.6786, recall: 0.9418, relative_absolute_error: 0.2959, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.5611, scimark_benchmark: 648.9513, usercpu_time_millis: 275.84, usercpu_time_millis_testing: 2, usercpu_time_millis_training: 273.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9709, f_measure: 0.9673, kappa: 0.8868, kb_relative_information_score: 1823.3573, mean_absolute_error: 0.075, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9678, predictive_accuracy: 0.968, prior_entropy: 0.6786, recall: 0.968, relative_absolute_error: 0.2549, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1712, root_relative_squared_error: 0.4466, scimark_benchmark: 650.6108, usercpu_time_millis: 272.46, usercpu_time_millis_testing: 2.99, usercpu_time_millis_training: 269.47,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.9411, kappa: 0.7974, kb_relative_information_score: 1637.1007, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9408, predictive_accuracy: 0.9418, prior_entropy: 0.6786, recall: 0.9418, relative_absolute_error: 0.2959, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.5611, scimark_benchmark: 652.3413, usercpu_time_millis: 266.56, usercpu_time_millis_testing: 3.26, usercpu_time_millis_training: 263.3,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5009, f_measure: 0.7412, kappa: 0.0038, kb_relative_information_score: 8.1643, mean_absolute_error: 0.293, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8533, predictive_accuracy: 0.8214, prior_entropy: 0.6786, recall: 0.8214, relative_absolute_error: 0.9961, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3829, root_relative_squared_error: 0.9987, scimark_benchmark: 648.9162, usercpu_time_millis: 840.4, usercpu_time_millis_testing: 13.09, usercpu_time_millis_training: 827.31,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8927, f_measure: 0.8606, kappa: 0.4971, kb_relative_information_score: 832.4296, mean_absolute_error: 0.1832, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8599, predictive_accuracy: 0.8708, prior_entropy: 0.6786, recall: 0.8708, relative_absolute_error: 0.6229, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3025, root_relative_squared_error: 0.789, scimark_benchmark: 658.9297, usercpu_time_millis: 412.62, usercpu_time_millis_testing: 7.27, usercpu_time_millis_training: 405.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7814, f_measure: 0.7431, kappa: 0.0109, kb_relative_information_score: 12.2856, mean_absolute_error: 0.2892, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.7543, predictive_accuracy: 0.8205, prior_entropy: 0.6786, recall: 0.8205, relative_absolute_error: 0.983, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3802, root_relative_squared_error: 0.9916, scimark_benchmark: 673.2067, usercpu_time_millis: 680.15, usercpu_time_millis_testing: 11.08, usercpu_time_millis_training: 669.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9004, f_measure: 0.8285, kappa: 0.3626, kb_relative_information_score: 684.5583, mean_absolute_error: 0.2036, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8329, predictive_accuracy: 0.8509, prior_entropy: 0.6786, recall: 0.8509, relative_absolute_error: 0.6922, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3144, root_relative_squared_error: 0.82, scimark_benchmark: 660.6511, usercpu_time_millis: 630.52, usercpu_time_millis_testing: 8.37, usercpu_time_millis_training: 622.15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8316, f_measure: 0.7808, kappa: 0.1629, kb_relative_information_score: 177.417, mean_absolute_error: 0.2644, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.7932, predictive_accuracy: 0.828, prior_entropy: 0.6786, recall: 0.828, relative_absolute_error: 0.8986, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3639, root_relative_squared_error: 0.9492, scimark_benchmark: 665.5604, usercpu_time_millis: 609.96, usercpu_time_millis_testing: 9.24, usercpu_time_millis_training: 600.72,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6669, f_measure: 0.7532, kappa: 0.0496, kb_relative_information_score: 85.8132, mean_absolute_error: 0.2849, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8252, predictive_accuracy: 0.8255, prior_entropy: 0.6786, recall: 0.8255, relative_absolute_error: 0.9683, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3759, root_relative_squared_error: 0.9803, scimark_benchmark: 657.7098, usercpu_time_millis: 914.51, usercpu_time_millis_testing: 15.65, usercpu_time_millis_training: 898.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.9411, kappa: 0.7974, kb_relative_information_score: 1637.1007, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9408, predictive_accuracy: 0.9418, prior_entropy: 0.6786, recall: 0.9418, relative_absolute_error: 0.2959, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.5611, scimark_benchmark: 685.523, usercpu_time_millis: 249.92, usercpu_time_millis_testing: 1.85, usercpu_time_millis_training: 248.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.7422, kappa: 0.0076, kb_relative_information_score: 11.694, mean_absolute_error: 0.2927, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8536, predictive_accuracy: 0.8218, prior_entropy: 0.6786, recall: 0.8218, relative_absolute_error: 0.9951, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3826, root_relative_squared_error: 0.9979, scimark_benchmark: 647.0939, usercpu_time_millis: 487.06, usercpu_time_millis_testing: 8.81, usercpu_time_millis_training: 478.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8571, f_measure: 0.739, kappa: -0.005, kb_relative_information_score: 49.7973, mean_absolute_error: 0.2791, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6969, predictive_accuracy: 0.8139, prior_entropy: 0.6786, recall: 0.8139, relative_absolute_error: 0.9489, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.374, root_relative_squared_error: 0.9754, scimark_benchmark: 652.5858, usercpu_time_millis: 756.57, usercpu_time_millis_testing: 8.08, usercpu_time_millis_training: 748.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.619, f_measure: 0.7592, kappa: 0.073, kb_relative_information_score: 41.7114, mean_absolute_error: 0.2859, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8242, predictive_accuracy: 0.8276, prior_entropy: 0.6786, recall: 0.8276, relative_absolute_error: 0.972, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3756, root_relative_squared_error: 0.9796, scimark_benchmark: 656.5972, usercpu_time_millis: 838.07, usercpu_time_millis_testing: 14.74, usercpu_time_millis_training: 823.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.9411, kappa: 0.7974, kb_relative_information_score: 1637.1007, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9408, predictive_accuracy: 0.9418, prior_entropy: 0.6786, recall: 0.9418, relative_absolute_error: 0.2959, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.5611, scimark_benchmark: 644.7288, usercpu_time_millis: 249.23, usercpu_time_millis_testing: 1.81, usercpu_time_millis_training: 247.42,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, f_measure: 0.9511, kappa: 0.8315, kb_relative_information_score: 1672.2818, mean_absolute_error: 0.085, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9509, predictive_accuracy: 0.9518, prior_entropy: 0.6786, recall: 0.9518, relative_absolute_error: 0.2888, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2039, root_relative_squared_error: 0.5317, scimark_benchmark: 647.8097, usercpu_time_millis: 252.6, usercpu_time_millis_testing: 1.94, usercpu_time_millis_training: 250.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5012, f_measure: 0.7412, kappa: 0.0038, kb_relative_information_score: 8.9357, mean_absolute_error: 0.293, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8533, predictive_accuracy: 0.8214, prior_entropy: 0.6786, recall: 0.8214, relative_absolute_error: 0.996, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3828, root_relative_squared_error: 0.9985, scimark_benchmark: 691.6232, usercpu_time_millis: 839.91, usercpu_time_millis_testing: 12.19, usercpu_time_millis_training: 827.72,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8707, f_measure: 0.773, kappa: 0.1294, kb_relative_information_score: 341.307, mean_absolute_error: 0.2416, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.7927, predictive_accuracy: 0.8272, prior_entropy: 0.6786, recall: 0.8272, relative_absolute_error: 0.8214, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3397, root_relative_squared_error: 0.8861, scimark_benchmark: 641.6243, usercpu_time_millis: 644.84, usercpu_time_millis_testing: 8.7, usercpu_time_millis_training: 636.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.9411, kappa: 0.7974, kb_relative_information_score: 1637.1007, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9408, predictive_accuracy: 0.9418, prior_entropy: 0.6786, recall: 0.9418, relative_absolute_error: 0.2959, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.5611, scimark_benchmark: 658.7897, usercpu_time_millis: 255.84, usercpu_time_millis_testing: 2.09, usercpu_time_millis_training: 253.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.9411, kappa: 0.7974, kb_relative_information_score: 1637.1007, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9408, predictive_accuracy: 0.9418, prior_entropy: 0.6786, recall: 0.9418, relative_absolute_error: 0.2959, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.5611, scimark_benchmark: 671.3764, usercpu_time_millis: 261.1, usercpu_time_millis_testing: 2.61, usercpu_time_millis_training: 258.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.9411, kappa: 0.7974, kb_relative_information_score: 1637.1007, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9408, predictive_accuracy: 0.9418, prior_entropy: 0.6786, recall: 0.9418, relative_absolute_error: 0.2959, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.5611, scimark_benchmark: 705.8956, usercpu_time_millis: 256.38, usercpu_time_millis_testing: 1.85, usercpu_time_millis_training: 254.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9022, f_measure: 0.8372, kappa: 0.3987, kb_relative_information_score: 676.9219, mean_absolute_error: 0.2036, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8405, predictive_accuracy: 0.8563, prior_entropy: 0.6786, recall: 0.8563, relative_absolute_error: 0.6921, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3199, root_relative_squared_error: 0.8344, scimark_benchmark: 663.7124, usercpu_time_millis: 495.59, usercpu_time_millis_testing: 7.97, usercpu_time_millis_training: 487.62,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.9411, kappa: 0.7974, kb_relative_information_score: 1637.1007, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9408, predictive_accuracy: 0.9418, prior_entropy: 0.6786, recall: 0.9418, relative_absolute_error: 0.2959, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.5611, scimark_benchmark: 653.6674, usercpu_time_millis: 282.94, usercpu_time_millis_testing: 1.93, usercpu_time_millis_training: 281.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9178, f_measure: 0.8885, kappa: 0.6065, kb_relative_information_score: 977.516, mean_absolute_error: 0.1613, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8874, predictive_accuracy: 0.8932, prior_entropy: 0.6786, recall: 0.8932, relative_absolute_error: 0.5483, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2828, root_relative_squared_error: 0.7375, scimark_benchmark: 655.9206, usercpu_time_millis: 347.81, usercpu_time_millis_testing: 6.11, usercpu_time_millis_training: 341.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9356, f_measure: 0.9056, kappa: 0.6672, kb_relative_information_score: 1198.8921, mean_absolute_error: 0.1397, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9053, predictive_accuracy: 0.9094, prior_entropy: 0.6786, recall: 0.9094, relative_absolute_error: 0.475, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2585, root_relative_squared_error: 0.6742, scimark_benchmark: 721.5839, usercpu_time_millis: 313.66, usercpu_time_millis_testing: 4.98, usercpu_time_millis_training: 308.68,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9063, f_measure: 0.8826, kappa: 0.584, kb_relative_information_score: 986.3614, mean_absolute_error: 0.1639, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8815, predictive_accuracy: 0.8882, prior_entropy: 0.6786, recall: 0.8882, relative_absolute_error: 0.5573, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.761, scimark_benchmark: 665.8093, usercpu_time_millis: 367.11, usercpu_time_millis_testing: 6.22, usercpu_time_millis_training: 360.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.9411, kappa: 0.7974, kb_relative_information_score: 1637.1007, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9408, predictive_accuracy: 0.9418, prior_entropy: 0.6786, recall: 0.9418, relative_absolute_error: 0.2959, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.5611, scimark_benchmark: 662.19, usercpu_time_millis: 262.6, usercpu_time_millis_testing: 1.88, usercpu_time_millis_training: 260.72,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9004, f_measure: 0.8285, kappa: 0.3626, kb_relative_information_score: 684.5583, mean_absolute_error: 0.2036, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8329, predictive_accuracy: 0.8509, prior_entropy: 0.6786, recall: 0.8509, relative_absolute_error: 0.6922, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3144, root_relative_squared_error: 0.82, scimark_benchmark: 663.4968, usercpu_time_millis: 670, usercpu_time_millis_testing: 9.43, usercpu_time_millis_training: 660.57,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.901, kappa: 0.6453, kb_relative_information_score: 1095.8609, mean_absolute_error: 0.1514, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9033, predictive_accuracy: 0.9074, prior_entropy: 0.6786, recall: 0.9074, relative_absolute_error: 0.5147, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2684, root_relative_squared_error: 0.7001, scimark_benchmark: 657.5581, usercpu_time_millis: 385.08, usercpu_time_millis_testing: 5.73, usercpu_time_millis_training: 379.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7675, f_measure: 0.7416, kappa: 0.0051, kb_relative_information_score: 4.3313, mean_absolute_error: 0.2916, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.7459, predictive_accuracy: 0.8205, prior_entropy: 0.6786, recall: 0.8205, relative_absolute_error: 0.9912, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.382, root_relative_squared_error: 0.9964, scimark_benchmark: 645.5872, usercpu_time_millis: 656.73, usercpu_time_millis_testing: 9.92, usercpu_time_millis_training: 646.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5014, f_measure: 0.7412, kappa: 0.0038, kb_relative_information_score: 8.9371, mean_absolute_error: 0.293, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8533, predictive_accuracy: 0.8214, prior_entropy: 0.6786, recall: 0.8214, relative_absolute_error: 0.996, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3828, root_relative_squared_error: 0.9985, scimark_benchmark: 649.9929, usercpu_time_millis: 870.13, usercpu_time_millis_testing: 14.93, usercpu_time_millis_training: 855.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9352, f_measure: 0.9039, kappa: 0.6611, kb_relative_information_score: 1193.3706, mean_absolute_error: 0.1403, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9035, predictive_accuracy: 0.9078, prior_entropy: 0.6786, recall: 0.9078, relative_absolute_error: 0.477, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2592, root_relative_squared_error: 0.6759, scimark_benchmark: 670.9499, usercpu_time_millis: 341.24, usercpu_time_millis_testing: 5.17, usercpu_time_millis_training: 336.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9004, f_measure: 0.8285, kappa: 0.3626, kb_relative_information_score: 684.5583, mean_absolute_error: 0.2036, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8329, predictive_accuracy: 0.8509, prior_entropy: 0.6786, recall: 0.8509, relative_absolute_error: 0.6922, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3144, root_relative_squared_error: 0.82, scimark_benchmark: 671.7573, usercpu_time_millis: 644.86, usercpu_time_millis_testing: 9.17, usercpu_time_millis_training: 635.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.7823, kappa: 0.1691, kb_relative_information_score: 308.6561, mean_absolute_error: 0.2516, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.7952, predictive_accuracy: 0.8288, prior_entropy: 0.6786, recall: 0.8288, relative_absolute_error: 0.8552, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3494, root_relative_squared_error: 0.9113, scimark_benchmark: 650.6658, usercpu_time_millis: 533.64, usercpu_time_millis_testing: 8.29, usercpu_time_millis_training: 525.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7412, kappa: 0.0038, kb_relative_information_score: 7.9206, mean_absolute_error: 0.2931, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8533, predictive_accuracy: 0.8214, prior_entropy: 0.6786, recall: 0.8214, relative_absolute_error: 0.9963, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.383, root_relative_squared_error: 0.9988, scimark_benchmark: 681.2166, usercpu_time_millis: 851.24, usercpu_time_millis_testing: 13.88, usercpu_time_millis_training: 837.36,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.893, f_measure: 0.8618, kappa: 0.5014, kb_relative_information_score: 835.7368, mean_absolute_error: 0.1827, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8614, predictive_accuracy: 0.872, prior_entropy: 0.6786, recall: 0.872, relative_absolute_error: 0.6211, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3027, root_relative_squared_error: 0.7896, scimark_benchmark: 669.5985, usercpu_time_millis: 438.64, usercpu_time_millis_testing: 6.8, usercpu_time_millis_training: 431.84,

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