OpenML
Supervised Classification on meta_instanceincremental.arff

Supervised Classification on meta_instanceincremental.arff

Task 2275 Supervised Classification meta_instanceincremental.arff 407 runs submitted
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  • study_1 study_107 study_41 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6899, f_measure: 0.7732, kappa: 0.4863, kb_relative_information_score: 31.279, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.7536, predictive_accuracy: 0.7973, prior_entropy: 1.3146, recall: 0.7973, relative_absolute_error: 0.5459, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.9023, scimark_benchmark: 1319.9329, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7815, f_measure: 0.8027, kappa: 0.5295, kb_relative_information_score: 37.5483, mean_absolute_error: 0.0996, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.8308, predictive_accuracy: 0.7973, prior_entropy: 1.3146, recall: 0.7973, relative_absolute_error: 0.4376, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.3133, root_relative_squared_error: 0.9443, scimark_benchmark: 986.8456, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8097, f_measure: 0.7127, kappa: 0.263, kb_relative_information_score: 9.8845, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.7497, predictive_accuracy: 0.7703, prior_entropy: 1.3146, recall: 0.7703, relative_absolute_error: 0.9152, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2981, root_relative_squared_error: 0.8986, scimark_benchmark: 1413.089, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7991, f_measure: 0.7678, kappa: 0.4752, kb_relative_information_score: 32.5806, mean_absolute_error: 0.1176, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.7847, predictive_accuracy: 0.7568, prior_entropy: 1.3146, recall: 0.7568, relative_absolute_error: 0.5166, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.3361, root_relative_squared_error: 1.0132, scimark_benchmark: 1356.3402, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7177, f_measure: 0.7057, kappa: 0.3971, kb_relative_information_score: 22.1857, mean_absolute_error: 0.1622, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.7628, predictive_accuracy: 0.6757, prior_entropy: 1.3146, recall: 0.6757, relative_absolute_error: 0.7123, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.4027, root_relative_squared_error: 1.2139, scimark_benchmark: 854.5188, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8417, f_measure: 0.775, kappa: 0.4971, kb_relative_information_score: 22.8647, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.7546, predictive_accuracy: 0.7973, prior_entropy: 1.3146, recall: 0.7973, relative_absolute_error: 0.7708, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2743, root_relative_squared_error: 0.827, scimark_benchmark: 1334.8272, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.946, f_measure: 0.8777, kappa: 0.7179, kb_relative_information_score: 49.7321, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.8779, predictive_accuracy: 0.8784, prior_entropy: 1.3146, recall: 0.8784, relative_absolute_error: 0.2739, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2184, root_relative_squared_error: 0.6582, scimark_benchmark: 1307.8775, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6899, f_measure: 0.7732, kappa: 0.4863, kb_relative_information_score: 31.279, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.7536, predictive_accuracy: 0.7973, prior_entropy: 1.3146, recall: 0.7973, relative_absolute_error: 0.5459, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.9023, scimark_benchmark: 1368.9272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7851, f_measure: 0.8131, kappa: 0.5521, kb_relative_information_score: 38.7816, mean_absolute_error: 0.0955, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.8368, predictive_accuracy: 0.8108, prior_entropy: 1.3146, recall: 0.8108, relative_absolute_error: 0.4194, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.3074, root_relative_squared_error: 0.9267, scimark_benchmark: 918.6005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8025, f_measure: 0.7383, kappa: 0.4383, kb_relative_information_score: 27.2148, mean_absolute_error: 0.1509, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.6875, predictive_accuracy: 0.7973, prior_entropy: 1.3146, recall: 0.7973, relative_absolute_error: 0.6628, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.287, root_relative_squared_error: 0.8652, scimark_benchmark: 925.4974, usercpu_time_millis: 120, usercpu_time_millis_testing: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8216, f_measure: 0.7494, kappa: 0.4963, kb_relative_information_score: -9.84, mean_absolute_error: 0.2802, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.8329, predictive_accuracy: 0.7162, prior_entropy: 1.3146, recall: 0.7162, relative_absolute_error: 1.2308, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.3806, root_relative_squared_error: 1.1473, scimark_benchmark: 916.6405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4138, f_measure: 0.6157, kb_relative_information_score: -0.7287, mean_absolute_error: 0.2291, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.5325, predictive_accuracy: 0.7297, prior_entropy: 1.3146, recall: 0.7297, relative_absolute_error: 1.0062, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.3328, root_relative_squared_error: 1.0031, scimark_benchmark: 912.7324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7023, f_measure: 0.7569, kappa: 0.4083, kb_relative_information_score: -27.6468, mean_absolute_error: 0.3359, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.8092, predictive_accuracy: 0.8108, prior_entropy: 1.3146, recall: 0.8108, relative_absolute_error: 1.4753, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.3925, root_relative_squared_error: 1.1831, scimark_benchmark: 932.0242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6559, f_measure: 0.7311, kappa: 0.4111, kb_relative_information_score: 22.5607, mean_absolute_error: 0.1659, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.6761, predictive_accuracy: 0.7973, prior_entropy: 1.3146, recall: 0.7973, relative_absolute_error: 0.7289, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2959, root_relative_squared_error: 0.8919, scimark_benchmark: 937.1527, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9081, f_measure: 0.7997, kappa: 0.5608, kb_relative_information_score: 28.1127, mean_absolute_error: 0.1599, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.817, predictive_accuracy: 0.8378, prior_entropy: 1.3146, recall: 0.8378, relative_absolute_error: 0.7024, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2587, root_relative_squared_error: 0.7798, scimark_benchmark: 932.0242, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8749, f_measure: 0.7865, kappa: 0.5292, kb_relative_information_score: 25.078, mean_absolute_error: 0.1674, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.8208, predictive_accuracy: 0.8378, prior_entropy: 1.3146, recall: 0.8378, relative_absolute_error: 0.7354, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2683, root_relative_squared_error: 0.8088, scimark_benchmark: 1307.3269, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9481, f_measure: 0.8722, kappa: 0.6935, kb_relative_information_score: 47.1042, mean_absolute_error: 0.0676, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.8774, predictive_accuracy: 0.8784, prior_entropy: 1.3146, recall: 0.8784, relative_absolute_error: 0.2967, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.241, root_relative_squared_error: 0.7264, scimark_benchmark: 1331.6907, usercpu_time_millis: 120, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9573, f_measure: 0.877, kappa: 0.706, kb_relative_information_score: 49.1022, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.8826, predictive_accuracy: 0.8784, prior_entropy: 1.3146, recall: 0.8784, relative_absolute_error: 0.2738, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2204, root_relative_squared_error: 0.6644, scimark_benchmark: 940.0008, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9515, f_measure: 0.8839, kappa: 0.7217, kb_relative_information_score: 49.1259, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.8932, predictive_accuracy: 0.8919, prior_entropy: 1.3146, recall: 0.8919, relative_absolute_error: 0.281, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.6405, scimark_benchmark: 895.5332, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9227, f_measure: 0.7973, kappa: 0.5179, kb_relative_information_score: 32.8347, mean_absolute_error: 0.1431, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.8268, predictive_accuracy: 0.8378, prior_entropy: 1.3146, recall: 0.8378, relative_absolute_error: 0.6284, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2478, root_relative_squared_error: 0.7469, scimark_benchmark: 929.0363, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8306, f_measure: 0.8168, kappa: 0.5985, kb_relative_information_score: 37.698, mean_absolute_error: 0.1027, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.8108, predictive_accuracy: 0.8243, prior_entropy: 1.3146, recall: 0.8243, relative_absolute_error: 0.451, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2831, root_relative_squared_error: 0.8533, scimark_benchmark: 1336.2509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8337, f_measure: 0.7451, kappa: 0.4632, kb_relative_information_score: 19.2628, mean_absolute_error: 0.1821, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.6894, predictive_accuracy: 0.8108, prior_entropy: 1.3146, recall: 0.8108, relative_absolute_error: 0.7998, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2773, root_relative_squared_error: 0.836, scimark_benchmark: 915.9693, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8337, f_measure: 0.7451, kappa: 0.4632, kb_relative_information_score: 19.2628, mean_absolute_error: 0.1821, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.6894, predictive_accuracy: 0.8108, prior_entropy: 1.3146, recall: 0.8108, relative_absolute_error: 0.7998, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2773, root_relative_squared_error: 0.836, scimark_benchmark: 932.0242, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8337, f_measure: 0.7451, kappa: 0.4632, kb_relative_information_score: 19.2628, mean_absolute_error: 0.1821, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.6894, predictive_accuracy: 0.8108, prior_entropy: 1.3146, recall: 0.8108, relative_absolute_error: 0.7998, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2773, root_relative_squared_error: 0.836, scimark_benchmark: 1287.514, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8337, f_measure: 0.7451, kappa: 0.4632, kb_relative_information_score: 19.2628, mean_absolute_error: 0.1821, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.6894, predictive_accuracy: 0.8108, prior_entropy: 1.3146, recall: 0.8108, relative_absolute_error: 0.7998, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2773, root_relative_squared_error: 0.836, scimark_benchmark: 889.3151, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8337, f_measure: 0.7451, kappa: 0.4632, kb_relative_information_score: 19.2628, mean_absolute_error: 0.1821, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.6894, predictive_accuracy: 0.8108, prior_entropy: 1.3146, recall: 0.8108, relative_absolute_error: 0.7998, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2773, root_relative_squared_error: 0.836, scimark_benchmark: 1333.5799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8811, f_measure: 0.7862, kappa: 0.5104, kb_relative_information_score: 36.8935, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.7684, predictive_accuracy: 0.8108, prior_entropy: 1.3146, recall: 0.8108, relative_absolute_error: 0.5064, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.26, root_relative_squared_error: 0.7836, scimark_benchmark: 1324.8395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8653, f_measure: 0.7907, kappa: 0.5308, kb_relative_information_score: 40.9854, mean_absolute_error: 0.0979, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.7727, predictive_accuracy: 0.8108, prior_entropy: 1.3146, recall: 0.8108, relative_absolute_error: 0.43, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2485, root_relative_squared_error: 0.749, scimark_benchmark: 1324.8395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5009, f_measure: 0.6157, kb_relative_information_score: -18.8017, mean_absolute_error: 0.2883, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.5325, predictive_accuracy: 0.7297, prior_entropy: 1.3146, recall: 0.7297, relative_absolute_error: 1.2664, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.3681, root_relative_squared_error: 1.1097, scimark_benchmark: 876.0664, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8335, f_measure: 0.8409, kappa: 0.6576, kb_relative_information_score: -7.494, mean_absolute_error: 0.2691, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.8222, predictive_accuracy: 0.8649, prior_entropy: 1.3146, recall: 0.8649, relative_absolute_error: 1.1823, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.3403, root_relative_squared_error: 1.0258, scimark_benchmark: 1318.1432, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9162, f_measure: 0.9052, kappa: 0.7801, kb_relative_information_score: 47.3331, mean_absolute_error: 0.0744, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.909, predictive_accuracy: 0.9054, prior_entropy: 1.3146, recall: 0.9054, relative_absolute_error: 0.3266, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2127, root_relative_squared_error: 0.6412, scimark_benchmark: 938.9967, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7177, f_measure: 0.7057, kappa: 0.3971, kb_relative_information_score: 22.1857, mean_absolute_error: 0.1622, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.7628, predictive_accuracy: 0.6757, prior_entropy: 1.3146, recall: 0.6757, relative_absolute_error: 0.7123, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.4027, root_relative_squared_error: 1.2139, scimark_benchmark: 939.5088, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9034, f_measure: 0.8538, kappa: 0.674, kb_relative_information_score: 38.4009, mean_absolute_error: 0.1114, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.8578, predictive_accuracy: 0.8514, prior_entropy: 1.3146, recall: 0.8514, relative_absolute_error: 0.4891, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.255, root_relative_squared_error: 0.7686, scimark_benchmark: 1369.9744, usercpu_time_millis: 1410, usercpu_time_millis_training: 1410,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9544, f_measure: 0.8772, kappa: 0.7091, kb_relative_information_score: 41.021, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.9058, predictive_accuracy: 0.8919, prior_entropy: 1.3146, recall: 0.8919, relative_absolute_error: 0.5075, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2105, root_relative_squared_error: 0.6344, scimark_benchmark: 1318.5526, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7903, f_measure: 0.8153, kappa: 0.5785, kb_relative_information_score: 39.5217, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.8219, predictive_accuracy: 0.8108, prior_entropy: 1.3146, recall: 0.8108, relative_absolute_error: 0.4155, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.3076, root_relative_squared_error: 0.9271, scimark_benchmark: 1301.9956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7703, f_measure: 0.7761, kappa: 0.4881, kb_relative_information_score: 26.1414, mean_absolute_error: 0.1451, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.7573, predictive_accuracy: 0.8108, prior_entropy: 1.3146, recall: 0.8108, relative_absolute_error: 0.6372, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2865, root_relative_squared_error: 0.8637, scimark_benchmark: 1301.9956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7967, f_measure: 0.7808, kappa: 0.5102, kb_relative_information_score: 29.7055, mean_absolute_error: 0.1235, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.7581, predictive_accuracy: 0.8108, prior_entropy: 1.3146, recall: 0.8108, relative_absolute_error: 0.5426, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2945, root_relative_squared_error: 0.8877, scimark_benchmark: 1306.6379, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, build_cpu_time: 0.0344, build_memory: 2041610071.1351, f_measure: 0.8962, kappa: 0.7511, kb_relative_information_score: 41.0031, mean_absolute_error: 0.1165, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.9163, predictive_accuracy: 0.9054, prior_entropy: 1.3146, recall: 0.9054, relative_absolute_error: 0.5117, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.6276, scimark_benchmark: 943.8094,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8631, build_cpu_time: 0.0083, build_memory: 790292354.9189, f_measure: 0.8332, kappa: 0.6078, kb_relative_information_score: 37.398, mean_absolute_error: 0.1029, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.8334, predictive_accuracy: 0.8378, prior_entropy: 1.3146, recall: 0.8378, relative_absolute_error: 0.4522, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2652, root_relative_squared_error: 0.7994, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7615, build_cpu_time: 0.0292, build_memory: 561219836.8649, f_measure: 0.8293, kappa: 0.592, kb_relative_information_score: 34.0748, mean_absolute_error: 0.1322, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.8482, predictive_accuracy: 0.8243, prior_entropy: 1.3146, recall: 0.8243, relative_absolute_error: 0.5809, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2853, root_relative_squared_error: 0.8601, scimark_benchmark: 937.9119,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7615, build_cpu_time: 0.0322, build_memory: 636540275.5676, f_measure: 0.8293, kappa: 0.592, kb_relative_information_score: 34.0748, mean_absolute_error: 0.1322, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.8482, predictive_accuracy: 0.8243, prior_entropy: 1.3146, recall: 0.8243, relative_absolute_error: 0.5809, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2853, root_relative_squared_error: 0.8601, scimark_benchmark: 929.5397,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7615, build_cpu_time: 0.0341, build_memory: 763281929.7297, f_measure: 0.8293, kappa: 0.592, kb_relative_information_score: 34.0748, mean_absolute_error: 0.1322, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.8482, predictive_accuracy: 0.8243, prior_entropy: 1.3146, recall: 0.8243, relative_absolute_error: 0.5809, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2853, root_relative_squared_error: 0.8601, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8549, build_cpu_time: 1.9136, build_memory: 35381124.3243, f_measure: 0.8455, kappa: 0.6348, kb_relative_information_score: 44.5932, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.2277, number_of_instances: 74, precision: 0.8527, predictive_accuracy: 0.8514, prior_entropy: 1.3146, recall: 0.8514, relative_absolute_error: 0.3361, root_mean_prior_squared_error: 0.3317, root_mean_squared_error: 0.2501, root_relative_squared_error: 0.7539, scimark_benchmark: 939.521,

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

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs