OpenML
Supervised Classification on musk

Supervised Classification on musk

Task 3950 Supervised Classification musk 66544 runs submitted
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  • mythbusting_1 study_1 study_15 study_20 under100k
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6354.9145, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0572, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.031, root_relative_squared_error: 0.0857, scimark_benchmark: 1266.8081, usercpu_time_millis: 385.824, usercpu_time_millis_testing: 10.16, usercpu_time_millis_training: 375.664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6543.4101, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0128, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0089, root_relative_squared_error: 0.0246, scimark_benchmark: 1218.7194, usercpu_time_millis: 160.229, usercpu_time_millis_testing: 2.766, usercpu_time_millis_training: 157.463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9828, kappa: 0.9325, kb_relative_information_score: 4981.4078, mean_absolute_error: 0.0753, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9835, predictive_accuracy: 0.9832, prior_entropy: 0.6204, recall: 0.9832, relative_absolute_error: 0.2887, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1401, root_relative_squared_error: 0.3881, scimark_benchmark: 1236.4411, usercpu_time_millis: 151.135, usercpu_time_millis_testing: 9.232, usercpu_time_millis_training: 141.903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6486.1041, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0267, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0166, root_relative_squared_error: 0.0458, scimark_benchmark: 1218.7319, usercpu_time_millis: 267.752, usercpu_time_millis_testing: 5.096, usercpu_time_millis_training: 262.656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6595.1358, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0002, root_relative_squared_error: 0.0005, scimark_benchmark: 1285.9138, usercpu_time_millis: 506.776, usercpu_time_millis_testing: 7.778, usercpu_time_millis_training: 498.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6536.184, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0146, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.01, root_relative_squared_error: 0.0276, scimark_benchmark: 1272.7051, usercpu_time_millis: 459.988, usercpu_time_millis_testing: 7.768, usercpu_time_millis_training: 452.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6595.0951, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0003, root_relative_squared_error: 0.0008, scimark_benchmark: 1234.9301, usercpu_time_millis: 170.872, usercpu_time_millis_testing: 2.97, usercpu_time_millis_training: 167.902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.7912, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.001, root_relative_squared_error: 0.0029, scimark_benchmark: 1252.546, usercpu_time_millis: 368.006, usercpu_time_millis_testing: 6.688, usercpu_time_millis_training: 361.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6491.6787, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0253, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0158, root_relative_squared_error: 0.0436, scimark_benchmark: 1233.7933, usercpu_time_millis: 712.743, usercpu_time_millis_testing: 11.851, usercpu_time_millis_training: 700.892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6501.9273, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0229, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0138, root_relative_squared_error: 0.0384, scimark_benchmark: 1267.2886, usercpu_time_millis: 330.47, usercpu_time_millis_testing: 6.987, usercpu_time_millis_training: 323.483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6187.8072, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0931, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.048, root_relative_squared_error: 0.1328, scimark_benchmark: 1230.6865, usercpu_time_millis: 278.663, usercpu_time_millis_testing: 9.216, usercpu_time_millis_training: 269.447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6321.2876, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0614, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0408, root_relative_squared_error: 0.1131, scimark_benchmark: 1230.0354, usercpu_time_millis: 296.531, usercpu_time_millis_testing: 7.322, usercpu_time_millis_training: 289.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6593.4252, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0008, root_relative_squared_error: 0.0023, scimark_benchmark: 1238.3261, usercpu_time_millis: 556.888, usercpu_time_millis_testing: 8.264, usercpu_time_millis_training: 548.624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.5616, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0025, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0247, root_relative_squared_error: 0.0683, scimark_benchmark: 1277.3728, usercpu_time_millis: 203.583, usercpu_time_millis_testing: 3.675, usercpu_time_millis_training: 199.908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6178.7129, mean_absolute_error: 0.0255, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0978, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0466, root_relative_squared_error: 0.129, scimark_benchmark: 1271.5378, usercpu_time_millis: 140.146, usercpu_time_millis_testing: 6.944, usercpu_time_millis_training: 133.202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.6758, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0011, root_relative_squared_error: 0.003, scimark_benchmark: 1288.3314, usercpu_time_millis: 377.381, usercpu_time_millis_testing: 5.369, usercpu_time_millis_training: 372.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6566.0957, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0046, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0266, root_relative_squared_error: 0.0736, scimark_benchmark: 1220.1582, usercpu_time_millis: 10.481, usercpu_time_millis_testing: 1.069, usercpu_time_millis_training: 9.412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6550.2652, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0111, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0077, root_relative_squared_error: 0.0214, scimark_benchmark: 1230.3369, usercpu_time_millis: 514.183, usercpu_time_millis_testing: 7.233, usercpu_time_millis_training: 506.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.4804, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0025, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0247, root_relative_squared_error: 0.0683, scimark_benchmark: 1228.8799, usercpu_time_millis: 415.281, usercpu_time_millis_testing: 6.703, usercpu_time_millis_training: 408.578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6315.8075, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0647, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0377, root_relative_squared_error: 0.1044, scimark_benchmark: 1282.9623, usercpu_time_millis: 431.254, usercpu_time_millis_testing: 9.045, usercpu_time_millis_training: 422.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9656, kappa: 0.8625, kb_relative_information_score: 4513.3581, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9685, predictive_accuracy: 0.9673, prior_entropy: 0.6204, recall: 0.9673, relative_absolute_error: 0.3422, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1671, root_relative_squared_error: 0.4629, scimark_benchmark: 1244.5664, usercpu_time_millis: 264.268, usercpu_time_millis_testing: 19.31, usercpu_time_millis_training: 244.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6569.0952, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.004, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.026, root_relative_squared_error: 0.072, scimark_benchmark: 1267.734, usercpu_time_millis: 42.112, usercpu_time_millis_testing: 1.774, usercpu_time_millis_training: 40.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6591.9389, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0008, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0016, root_relative_squared_error: 0.0046, scimark_benchmark: 1227.3037, usercpu_time_millis: 369.254, usercpu_time_millis_testing: 5.131, usercpu_time_millis_training: 364.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6593.3411, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0015, root_relative_squared_error: 0.0041, scimark_benchmark: 1262.6482, usercpu_time_millis: 56.919, usercpu_time_millis_testing: 1.569, usercpu_time_millis_training: 55.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6574.6438, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0027, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0248, root_relative_squared_error: 0.0688, scimark_benchmark: 1255.7925, usercpu_time_millis: 290.705, usercpu_time_millis_testing: 6.239, usercpu_time_millis_training: 284.466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9986, kappa: 0.9948, kb_relative_information_score: 6082.3476, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9986, predictive_accuracy: 0.9986, prior_entropy: 0.6204, recall: 0.9986, relative_absolute_error: 0.1059, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0685, root_relative_squared_error: 0.1896, scimark_benchmark: 1276.1293, usercpu_time_millis: 201.294, usercpu_time_millis_testing: 6.887, usercpu_time_millis_training: 194.407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6426.5832, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0374, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0356, root_relative_squared_error: 0.0986, scimark_benchmark: 1228.8106, usercpu_time_millis: 14.765, usercpu_time_millis_testing: 1.134, usercpu_time_millis_training: 13.631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9896, kappa: 0.9595, kb_relative_information_score: 5230.2966, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9898, predictive_accuracy: 0.9897, prior_entropy: 0.6204, recall: 0.9897, relative_absolute_error: 0.2509, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1249, root_relative_squared_error: 0.346, scimark_benchmark: 1224.9194, usercpu_time_millis: 19.927, usercpu_time_millis_testing: 1.808, usercpu_time_millis_training: 18.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6523.7844, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0176, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0111, root_relative_squared_error: 0.0308, scimark_benchmark: 1277.2824, usercpu_time_millis: 418.752, usercpu_time_millis_testing: 8.179, usercpu_time_millis_training: 410.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6595.1952, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0001, root_relative_squared_error: 0.0002, scimark_benchmark: 1218.0851, usercpu_time_millis: 411.105, usercpu_time_millis_testing: 5.493, usercpu_time_millis_training: 405.612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.0603, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0026, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0248, root_relative_squared_error: 0.0686, scimark_benchmark: 1235.7317, usercpu_time_millis: 318.711, usercpu_time_millis_testing: 6.073, usercpu_time_millis_training: 312.638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6592.545, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0007, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0035, root_relative_squared_error: 0.0096, scimark_benchmark: 1272.8862, usercpu_time_millis: 276.663, usercpu_time_millis_testing: 5.197, usercpu_time_millis_training: 271.466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6569.3555, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0041, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0244, root_relative_squared_error: 0.0677, scimark_benchmark: 1223.1818, usercpu_time_millis: 527.793, usercpu_time_millis_testing: 7.005, usercpu_time_millis_training: 520.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.6467, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0025, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0681, scimark_benchmark: 1269.4961, usercpu_time_millis: 207.709, usercpu_time_millis_testing: 3.317, usercpu_time_millis_training: 204.392,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9931, kappa: 0.9734, kb_relative_information_score: 5795.4949, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9932, predictive_accuracy: 0.9932, prior_entropy: 0.6204, recall: 0.9932, relative_absolute_error: 0.1532, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0929, root_relative_squared_error: 0.2574, scimark_benchmark: 1232.1058, usercpu_time_millis: 300.195, usercpu_time_millis_testing: 13.085, usercpu_time_millis_training: 287.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6545.2163, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0123, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.009, root_relative_squared_error: 0.0249, scimark_benchmark: 1270.3924, usercpu_time_millis: 118.731, usercpu_time_millis_testing: 2.424, usercpu_time_millis_training: 116.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6574.9065, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0027, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0245, root_relative_squared_error: 0.0679, scimark_benchmark: 1273.2511, usercpu_time_millis: 526.428, usercpu_time_millis_testing: 7.928, usercpu_time_millis_training: 518.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6588.8627, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0016, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.003, root_relative_squared_error: 0.0082, scimark_benchmark: 1227.7699, usercpu_time_millis: 31.283, usercpu_time_millis_testing: 1.218, usercpu_time_millis_training: 30.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6534.6984, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0149, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.01, root_relative_squared_error: 0.0276, scimark_benchmark: 1235.6287, usercpu_time_millis: 163.626, usercpu_time_millis_testing: 3.554, usercpu_time_millis_training: 160.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6419.2111, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0401, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0302, root_relative_squared_error: 0.0837, scimark_benchmark: 1224.5243, usercpu_time_millis: 507.876, usercpu_time_millis_testing: 9.014, usercpu_time_millis_training: 498.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.0574, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0026, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0248, root_relative_squared_error: 0.0686, scimark_benchmark: 1273.4675, usercpu_time_millis: 368.278, usercpu_time_millis_testing: 7.697, usercpu_time_millis_training: 360.581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.7332, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0004, root_relative_squared_error: 0.0011, scimark_benchmark: 1230.341, usercpu_time_millis: 462.512, usercpu_time_millis_testing: 7.155, usercpu_time_millis_training: 455.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6539.423, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0111, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0277, root_relative_squared_error: 0.0766, scimark_benchmark: 1269.6671, usercpu_time_millis: 135.14, usercpu_time_millis_testing: 4.997, usercpu_time_millis_training: 130.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.1232, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0026, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0681, scimark_benchmark: 1225.4106, usercpu_time_millis: 173.377, usercpu_time_millis_testing: 3.271, usercpu_time_millis_training: 170.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6537.9693, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0118, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0238, root_relative_squared_error: 0.066, scimark_benchmark: 1279.0911, usercpu_time_millis: 644.59, usercpu_time_millis_testing: 8.736, usercpu_time_millis_training: 635.854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6576.1804, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0024, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1281.5109, usercpu_time_millis: 522.481, usercpu_time_millis_testing: 7.057, usercpu_time_millis_training: 515.424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6586.561, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0021, root_relative_squared_error: 0.0058, scimark_benchmark: 1229.916, usercpu_time_millis: 570.002, usercpu_time_millis_testing: 8.374, usercpu_time_millis_training: 561.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6563.3364, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0054, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0258, root_relative_squared_error: 0.0715, scimark_benchmark: 1272.8608, usercpu_time_millis: 34.733, usercpu_time_millis_testing: 1.557, usercpu_time_millis_training: 33.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6521.5176, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0158, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0256, root_relative_squared_error: 0.0708, scimark_benchmark: 1231.2333, usercpu_time_millis: 37.282, usercpu_time_millis_testing: 1.739, usercpu_time_millis_training: 35.543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 5792.3398, mean_absolute_error: 0.0452, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.1733, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0792, root_relative_squared_error: 0.2192, scimark_benchmark: 1271.2481, usercpu_time_millis: 60.633, usercpu_time_millis_testing: 3.228, usercpu_time_millis_training: 57.405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9991, kappa: 0.9965, kb_relative_information_score: 6581.7785, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9991, predictive_accuracy: 0.9991, prior_entropy: 0.6204, recall: 0.9991, relative_absolute_error: 0.0023, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0179, root_relative_squared_error: 0.0497, scimark_benchmark: 1243.3565, usercpu_time_millis: 115.838, usercpu_time_millis_testing: 4.754, usercpu_time_millis_training: 111.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6568.8359, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0042, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0244, root_relative_squared_error: 0.0676, scimark_benchmark: 1253.5415, usercpu_time_millis: 518.315, usercpu_time_millis_testing: 7.08, usercpu_time_millis_training: 511.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6591.5409, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0009, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0022, root_relative_squared_error: 0.0061, scimark_benchmark: 1275.7222, usercpu_time_millis: 273.427, usercpu_time_millis_testing: 5.376, usercpu_time_millis_training: 268.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6576.1617, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0024, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1222.5748, usercpu_time_millis: 47.154, usercpu_time_millis_testing: 1.404, usercpu_time_millis_training: 45.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6584.236, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0026, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0068, root_relative_squared_error: 0.0189, scimark_benchmark: 1239.1885, usercpu_time_millis: 237.875, usercpu_time_millis_testing: 6.073, usercpu_time_millis_training: 231.802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6443.6789, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0348, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0282, root_relative_squared_error: 0.078, scimark_benchmark: 1280.1396, usercpu_time_millis: 444.152, usercpu_time_millis_testing: 9.834, usercpu_time_millis_training: 434.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6574.3074, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0028, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1244.7058, usercpu_time_millis: 410.369, usercpu_time_millis_testing: 6.032, usercpu_time_millis_training: 404.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6574.5474, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0028, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0248, root_relative_squared_error: 0.0686, scimark_benchmark: 1277.4433, usercpu_time_millis: 364.848, usercpu_time_millis_testing: 6.952, usercpu_time_millis_training: 357.896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9994, kb_relative_information_score: 5997.3805, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.6204, recall: 0.9998, relative_absolute_error: 0.125, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0727, root_relative_squared_error: 0.2013, scimark_benchmark: 1220.7757, usercpu_time_millis: 158.294, usercpu_time_millis_testing: 5.089, usercpu_time_millis_training: 153.205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9995, kappa: 0.9983, kb_relative_information_score: 6547.6645, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.6204, recall: 0.9995, relative_absolute_error: 0.0081, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0232, root_relative_squared_error: 0.0642, scimark_benchmark: 1254.2068, usercpu_time_millis: 239.816, usercpu_time_millis_testing: 1.377, usercpu_time_millis_training: 238.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1222.0321, usercpu_time_millis: 255.071, usercpu_time_millis_testing: 0.78, usercpu_time_millis_training: 254.291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9709, kappa: 0.8869, kb_relative_information_score: 5486.2543, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9709, predictive_accuracy: 0.9714, prior_entropy: 0.6204, recall: 0.9714, relative_absolute_error: 0.1638, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1475, root_relative_squared_error: 0.4085, scimark_benchmark: 1267.6992, usercpu_time_millis: 519.345, usercpu_time_millis_testing: 4.416, usercpu_time_millis_training: 514.929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1222.7039, usercpu_time_millis: 260.317, usercpu_time_millis_testing: 0.777, usercpu_time_millis_training: 259.54,

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