Task
Supervised Classification on mfeat-karhunen

Supervised Classification on mfeat-karhunen

Task 16 Supervised Classification mfeat-karhunen 24479 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6812, f_measure: 0.0889, kappa: 0.105, kb_relative_information_score: 410.4581, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0609, predictive_accuracy: 0.1945, prior_entropy: 3.3219, recall: 0.1945, relative_absolute_error: 0.9316, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2897, root_relative_squared_error: 0.9656, scimark_benchmark: 938.4278, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6812, f_measure: 0.0889, kappa: 0.105, kb_relative_information_score: 410.4581, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0609, predictive_accuracy: 0.1945, prior_entropy: 3.3219, recall: 0.1945, relative_absolute_error: 0.9316, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2897, root_relative_squared_error: 0.9656, scimark_benchmark: 942.1229, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9677, f_measure: 0.9314, kappa: 0.9233, kb_relative_information_score: 1855.3445, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9323, predictive_accuracy: 0.931, prior_entropy: 3.3219, recall: 0.931, relative_absolute_error: 0.0774, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1172, root_relative_squared_error: 0.3906, scimark_benchmark: 926.6717, usercpu_time_millis: 116830, usercpu_time_millis_testing: 39800, usercpu_time_millis_training: 77030,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.9422, kappa: 0.9356, kb_relative_information_score: 1880.3636, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9426, predictive_accuracy: 0.942, prior_entropy: 3.3219, recall: 0.942, relative_absolute_error: 0.0643, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1065, root_relative_squared_error: 0.3551, scimark_benchmark: 940.2922, usercpu_time_millis: 61040, usercpu_time_millis_testing: 20480, usercpu_time_millis_training: 40560,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9476, kappa: 0.9417, kb_relative_information_score: 1892.426, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.948, predictive_accuracy: 0.9475, prior_entropy: 3.3219, recall: 0.9475, relative_absolute_error: 0.0585, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0999, root_relative_squared_error: 0.3329, scimark_benchmark: 945.6434, usercpu_time_millis: 30020, usercpu_time_millis_testing: 10200, usercpu_time_millis_training: 19820,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9545, kappa: 0.9494, kb_relative_information_score: 1906.439, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9548, predictive_accuracy: 0.9545, prior_entropy: 3.3219, recall: 0.9545, relative_absolute_error: 0.0524, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0928, root_relative_squared_error: 0.3093, scimark_benchmark: 911.3823, usercpu_time_millis: 14960, usercpu_time_millis_testing: 5180, usercpu_time_millis_training: 9780,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9397, kappa: 0.9328, kb_relative_information_score: 1879.6501, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.941, predictive_accuracy: 0.9395, prior_entropy: 3.3219, recall: 0.9395, relative_absolute_error: 0.0663, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1052, root_relative_squared_error: 0.3507, scimark_benchmark: 945.6434, usercpu_time_millis: 7080, usercpu_time_millis_testing: 2500, usercpu_time_millis_training: 4580,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, f_measure: 0.8086, kappa: 0.7883, kb_relative_information_score: 1607.0042, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8088, predictive_accuracy: 0.8095, prior_entropy: 3.3219, recall: 0.8095, relative_absolute_error: 0.2219, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.6186, scimark_benchmark: 977.6382, usercpu_time_millis: 360, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 350,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.01, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, scimark_benchmark: 1054.3694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8919, f_measure: 0.8053, kappa: 0.7839, kb_relative_information_score: 1593.2003, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8065, predictive_accuracy: 0.8055, prior_entropy: 3.3219, recall: 0.8055, relative_absolute_error: 0.2161, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6574, scimark_benchmark: 1054.3694, usercpu_time_millis: 55910, usercpu_time_millis_training: 55910,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6114, f_measure: 0.2904, kappa: 0.2228, kb_relative_information_score: 536.9853, mean_absolute_error: 0.1399, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.2978, predictive_accuracy: 0.3005, prior_entropy: 3.3219, recall: 0.3005, relative_absolute_error: 0.7772, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.374, root_relative_squared_error: 1.2468, scimark_benchmark: 1465.2979, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9219, f_measure: 0.8451, kappa: 0.8283, kb_relative_information_score: 1670.2515, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8451, predictive_accuracy: 0.8455, prior_entropy: 3.3219, recall: 0.8455, relative_absolute_error: 0.1813, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1728, root_relative_squared_error: 0.576, scimark_benchmark: 1465.2979, usercpu_time_millis: 710, usercpu_time_millis_training: 710,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5033, f_measure: 0.0301, kappa: 0.0067, kb_relative_information_score: 130.1856, mean_absolute_error: 0.1788, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.5101, predictive_accuracy: 0.106, prior_entropy: 3.3219, recall: 0.106, relative_absolute_error: 0.9933, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4228, root_relative_squared_error: 1.4095, scimark_benchmark: 1384.4418, usercpu_time_millis: 2840, usercpu_time_millis_testing: 690, usercpu_time_millis_training: 2150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, f_measure: 0.8912, kappa: 0.8789, kb_relative_information_score: 1772.0249, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8989, predictive_accuracy: 0.891, prior_entropy: 3.3219, recall: 0.891, relative_absolute_error: 0.1211, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1476, root_relative_squared_error: 0.4922, scimark_benchmark: 1353.6735, usercpu_time_millis: 1670, usercpu_time_millis_testing: 780, usercpu_time_millis_training: 890,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9228, f_measure: 0.8234, kappa: 0.8033, kb_relative_information_score: 1610.9807, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8251, predictive_accuracy: 0.823, prior_entropy: 3.3219, recall: 0.823, relative_absolute_error: 0.2286, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.5882, scimark_benchmark: 1361.1055, usercpu_time_millis: 2250, usercpu_time_millis_training: 2250,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.7716, kappa: 0.7478, kb_relative_information_score: 1476.0539, mean_absolute_error: 0.0599, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7723, predictive_accuracy: 0.773, prior_entropy: 3.3219, recall: 0.773, relative_absolute_error: 0.333, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.191, root_relative_squared_error: 0.6368, scimark_benchmark: 1319.6463, usercpu_time_millis: 100, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8556, f_measure: 0.7395, kappa: 0.7111, kb_relative_information_score: 1456.2061, mean_absolute_error: 0.052, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7394, predictive_accuracy: 0.74, prior_entropy: 3.3219, recall: 0.74, relative_absolute_error: 0.2889, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.228, root_relative_squared_error: 0.7601, scimark_benchmark: 1280.6952, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9697, f_measure: 0.8352, kappa: 0.8161, kb_relative_information_score: 1622.3704, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.838, predictive_accuracy: 0.8345, prior_entropy: 3.3219, recall: 0.8345, relative_absolute_error: 0.2286, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1579, root_relative_squared_error: 0.5262, scimark_benchmark: 1313.5726, usercpu_time_millis: 121090, usercpu_time_millis_testing: 1510, usercpu_time_millis_training: 119580,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.9498, kappa: 0.9417, kb_relative_information_score: 1890.1955, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9577, predictive_accuracy: 0.9475, prior_entropy: 3.3219, recall: 0.9475, relative_absolute_error: 0.0583, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1025, root_relative_squared_error: 0.3416, scimark_benchmark: 1310.3951, usercpu_time_millis: 9070, usercpu_time_millis_testing: 5620, usercpu_time_millis_training: 3450,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.9395, kappa: 0.9328, kb_relative_information_score: 1873.4633, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9396, predictive_accuracy: 0.9395, prior_entropy: 3.3219, recall: 0.9395, relative_absolute_error: 0.0672, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.11, root_relative_squared_error: 0.3667, scimark_benchmark: 1304.9611, usercpu_time_millis: 640, usercpu_time_millis_training: 640,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9545, kappa: 0.9494, kb_relative_information_score: 1891.8705, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9547, predictive_accuracy: 0.9545, prior_entropy: 3.3219, recall: 0.9545, relative_absolute_error: 0.0823, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0836, root_relative_squared_error: 0.2785, scimark_benchmark: 1280.6952, usercpu_time_millis: 4140, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 4110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9636, kappa: 0.9594, kb_relative_information_score: 592.8675, mean_absolute_error: 0.1604, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.964, predictive_accuracy: 0.9635, prior_entropy: 3.3219, recall: 0.9635, relative_absolute_error: 0.891, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2725, root_relative_squared_error: 0.9084, scimark_benchmark: 894.7222, usercpu_time_millis: 680, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 650,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.927, kappa: 0.9189, kb_relative_information_score: 585.612, mean_absolute_error: 0.1607, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9283, predictive_accuracy: 0.927, prior_entropy: 3.3219, recall: 0.927, relative_absolute_error: 0.8927, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2734, root_relative_squared_error: 0.9113, scimark_benchmark: 1363.434, usercpu_time_millis: 13080, usercpu_time_millis_testing: 10660, usercpu_time_millis_training: 2420,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.967, kappa: 0.9633, kb_relative_information_score: 1923.1623, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9679, predictive_accuracy: 0.967, prior_entropy: 3.3219, recall: 0.967, relative_absolute_error: 0.0593, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0751, root_relative_squared_error: 0.2504, scimark_benchmark: 825.5282, usercpu_time_millis: 2560, usercpu_time_millis_testing: 2560,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.96, kappa: 0.9556, kb_relative_information_score: 1909.63, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9615, predictive_accuracy: 0.96, prior_entropy: 3.3219, recall: 0.96, relative_absolute_error: 0.0729, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0779, root_relative_squared_error: 0.2598, scimark_benchmark: 930.5999, usercpu_time_millis: 3460, usercpu_time_millis_testing: 3460,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6812, f_measure: 0.0889, kappa: 0.105, kb_relative_information_score: 410.4581, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0609, predictive_accuracy: 0.1945, prior_entropy: 3.3219, recall: 0.1945, relative_absolute_error: 0.9316, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2897, root_relative_squared_error: 0.9656, scimark_benchmark: 915.9324, usercpu_time_millis: 90, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6812, f_measure: 0.0889, kappa: 0.105, kb_relative_information_score: 410.4581, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0609, predictive_accuracy: 0.1945, prior_entropy: 3.3219, recall: 0.1945, relative_absolute_error: 0.9316, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2897, root_relative_squared_error: 0.9656, scimark_benchmark: 943.1756, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6812, f_measure: 0.0889, kappa: 0.105, kb_relative_information_score: 410.4581, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0609, predictive_accuracy: 0.1945, prior_entropy: 3.3219, recall: 0.1945, relative_absolute_error: 0.9316, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2897, root_relative_squared_error: 0.9656, scimark_benchmark: 1304.9611, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6812, f_measure: 0.0889, kappa: 0.105, kb_relative_information_score: 410.4581, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0609, predictive_accuracy: 0.1945, prior_entropy: 3.3219, recall: 0.1945, relative_absolute_error: 0.9316, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2897, root_relative_squared_error: 0.9656, scimark_benchmark: 932.0242, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6812, f_measure: 0.0889, kappa: 0.105, kb_relative_information_score: 410.4581, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0609, predictive_accuracy: 0.1945, prior_entropy: 3.3219, recall: 0.1945, relative_absolute_error: 0.9316, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2897, root_relative_squared_error: 0.9656, scimark_benchmark: 1325.2092, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9073, f_measure: 0.8109, kappa: 0.7911, kb_relative_information_score: 1613.2611, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8108, predictive_accuracy: 0.812, prior_entropy: 3.3219, recall: 0.812, relative_absolute_error: 0.2184, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1845, root_relative_squared_error: 0.6149, scimark_benchmark: 1310.3951, usercpu_time_millis: 370, usercpu_time_millis_training: 370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9034, kappa: 0.8928, kb_relative_information_score: 1540.0354, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9039, predictive_accuracy: 0.9035, prior_entropy: 3.3219, recall: 0.9035, relative_absolute_error: 0.3929, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.15, root_relative_squared_error: 0.5, scimark_benchmark: 1320.2556, usercpu_time_millis: 800, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 790,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9525, kappa: 0.9472, kb_relative_information_score: 1892.4358, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9526, predictive_accuracy: 0.9525, prior_entropy: 3.3219, recall: 0.9525, relative_absolute_error: 0.079, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.085, root_relative_squared_error: 0.2834, scimark_benchmark: 899.5042, usercpu_time_millis: 21510, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 21470,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9353, kappa: 0.9278, kb_relative_information_score: 1870.9729, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9371, predictive_accuracy: 0.935, prior_entropy: 3.3219, recall: 0.935, relative_absolute_error: 0.0757, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1056, root_relative_squared_error: 0.3519, scimark_benchmark: 899.5042, usercpu_time_millis: 530, usercpu_time_millis_testing: 260, usercpu_time_millis_training: 270,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9447, f_measure: 0.8278, kappa: 0.8106, kb_relative_information_score: 238.5527, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8336, predictive_accuracy: 0.8295, prior_entropy: 3.3219, recall: 0.8295, relative_absolute_error: 0.95, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2941, root_relative_squared_error: 0.9805, scimark_benchmark: 929.0363, usercpu_time_millis: 120, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9639, kappa: 0.96, kb_relative_information_score: 1924.7055, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9644, predictive_accuracy: 0.964, prior_entropy: 3.3219, recall: 0.964, relative_absolute_error: 0.04, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0849, root_relative_squared_error: 0.2828, scimark_benchmark: 938.343, usercpu_time_millis: 11120, usercpu_time_millis_testing: 11120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.8961, kappa: 0.8844, kb_relative_information_score: 1786.4524, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8966, predictive_accuracy: 0.896, prior_entropy: 3.3219, recall: 0.896, relative_absolute_error: 0.1165, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1411, root_relative_squared_error: 0.4703, scimark_benchmark: 925.4974, usercpu_time_millis: 6210, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 6190,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.941, kappa: 0.9344, kb_relative_information_score: 1543.0338, mean_absolute_error: 0.073, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9417, predictive_accuracy: 0.941, prior_entropy: 3.3219, recall: 0.941, relative_absolute_error: 0.4053, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1449, root_relative_squared_error: 0.4829, scimark_benchmark: 932.5646, usercpu_time_millis: 11930, usercpu_time_millis_testing: 260, usercpu_time_millis_training: 11670,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.937, kappa: 0.93, kb_relative_information_score: 1868.2346, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.937, predictive_accuracy: 0.937, prior_entropy: 3.3219, recall: 0.937, relative_absolute_error: 0.07, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1123, root_relative_squared_error: 0.3742, scimark_benchmark: 1349.1028, usercpu_time_millis: 640, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 630,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9361, kappa: 0.9289, kb_relative_information_score: 1540.5093, mean_absolute_error: 0.073, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9366, predictive_accuracy: 0.936, prior_entropy: 3.3219, recall: 0.936, relative_absolute_error: 0.4056, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1462, root_relative_squared_error: 0.4873, scimark_benchmark: 1348.7888, usercpu_time_millis: 2480, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 2430,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7679, kappa: 0.7433, kb_relative_information_score: 1423.0932, mean_absolute_error: 0.0762, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7695, predictive_accuracy: 0.769, prior_entropy: 3.3219, recall: 0.769, relative_absolute_error: 0.4234, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1843, root_relative_squared_error: 0.6142, scimark_benchmark: 1345.842, usercpu_time_millis: 4950, usercpu_time_millis_training: 4950,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.9489, kappa: 0.9433, kb_relative_information_score: 1891.9178, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9494, predictive_accuracy: 0.949, prior_entropy: 3.3219, recall: 0.949, relative_absolute_error: 0.0649, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0968, root_relative_squared_error: 0.3226, scimark_benchmark: 1327.2954, usercpu_time_millis: 3020, usercpu_time_millis_testing: 840, usercpu_time_millis_training: 2180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6812, f_measure: 0.0889, kappa: 0.105, kb_relative_information_score: 410.4581, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0609, predictive_accuracy: 0.1945, prior_entropy: 3.3219, recall: 0.1945, relative_absolute_error: 0.9316, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2897, root_relative_squared_error: 0.9656, scimark_benchmark: 1449.4352, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9142, f_measure: 0.8269, kappa: 0.8083, kb_relative_information_score: 1622.1576, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8275, predictive_accuracy: 0.8275, prior_entropy: 3.3219, recall: 0.8275, relative_absolute_error: 0.2225, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1783, root_relative_squared_error: 0.5943, scimark_benchmark: 1357.483, usercpu_time_millis: 2250, usercpu_time_millis_training: 2250,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9245, kappa: 0.9161, kb_relative_information_score: 1823.7039, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9247, predictive_accuracy: 0.9245, prior_entropy: 3.3219, recall: 0.9245, relative_absolute_error: 0.1319, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1071, root_relative_squared_error: 0.3569, scimark_benchmark: 1342.1678, usercpu_time_millis: 5850, usercpu_time_millis_training: 5850,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9536, kappa: 0.9483, kb_relative_information_score: 1902.6706, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9538, predictive_accuracy: 0.9535, prior_entropy: 3.3219, recall: 0.9535, relative_absolute_error: 0.0602, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0893, root_relative_squared_error: 0.2977, scimark_benchmark: 1342.1678, usercpu_time_millis: 23070, usercpu_time_millis_training: 23070,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9404, kappa: 0.9339, kb_relative_information_score: 1881.1683, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9443, predictive_accuracy: 0.9405, prior_entropy: 3.3219, recall: 0.9405, relative_absolute_error: 0.0651, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1052, root_relative_squared_error: 0.3506, scimark_benchmark: 1318.6149, usercpu_time_millis: 825390, usercpu_time_millis_testing: 825390,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9625, kappa: 0.9583, kb_relative_information_score: 1608.6328, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9627, predictive_accuracy: 0.9625, prior_entropy: 3.3219, recall: 0.9625, relative_absolute_error: 0.3562, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.133, root_relative_squared_error: 0.4432, scimark_benchmark: 1345.7204, usercpu_time_millis: 1830, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 1720,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.8731, kappa: 0.8594, kb_relative_information_score: 1623.5388, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8736, predictive_accuracy: 0.8735, prior_entropy: 3.3219, recall: 0.8735, relative_absolute_error: 0.3037, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1431, root_relative_squared_error: 0.4772, scimark_benchmark: 1312.0581, usercpu_time_millis: 1030, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1020,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9237, kappa: 0.915, kb_relative_information_score: 1845.1393, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9246, predictive_accuracy: 0.9235, prior_entropy: 3.3219, recall: 0.9235, relative_absolute_error: 0.0927, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1136, root_relative_squared_error: 0.3786, scimark_benchmark: 1342.6911, usercpu_time_millis: 150, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.9498, kappa: 0.9417, kb_relative_information_score: 1890.1955, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9577, predictive_accuracy: 0.9475, prior_entropy: 3.3219, recall: 0.9475, relative_absolute_error: 0.0583, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1025, root_relative_squared_error: 0.3416, scimark_benchmark: 1343.4596, usercpu_time_millis: 8960, usercpu_time_millis_testing: 5070, usercpu_time_millis_training: 3890,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.963, kappa: 0.9589, kb_relative_information_score: 1921.3317, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9631, predictive_accuracy: 0.963, prior_entropy: 3.3219, recall: 0.963, relative_absolute_error: 0.0483, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0804, root_relative_squared_error: 0.2679, scimark_benchmark: 933.1165, usercpu_time_millis: 380, usercpu_time_millis_testing: 240, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.963, kappa: 0.9589, kb_relative_information_score: 1921.3317, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9631, predictive_accuracy: 0.963, prior_entropy: 3.3219, recall: 0.963, relative_absolute_error: 0.0483, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0804, root_relative_squared_error: 0.2679, scimark_benchmark: 1347.917, usercpu_time_millis: 280, usercpu_time_millis_testing: 190, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9237, kappa: 0.915, kb_relative_information_score: 1845.1393, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9246, predictive_accuracy: 0.9235, prior_entropy: 3.3219, recall: 0.9235, relative_absolute_error: 0.0927, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1136, root_relative_squared_error: 0.3786, scimark_benchmark: 1347.917, usercpu_time_millis: 150, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9237, kappa: 0.915, kb_relative_information_score: 1845.1393, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9246, predictive_accuracy: 0.9235, prior_entropy: 3.3219, recall: 0.9235, relative_absolute_error: 0.0927, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1136, root_relative_squared_error: 0.3786, scimark_benchmark: 938.0414, usercpu_time_millis: 180, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9237, kappa: 0.915, kb_relative_information_score: 1845.1393, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9246, predictive_accuracy: 0.9235, prior_entropy: 3.3219, recall: 0.9235, relative_absolute_error: 0.0927, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1136, root_relative_squared_error: 0.3786, scimark_benchmark: 932.5646, usercpu_time_millis: 180, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.873, f_measure: 0.7159, kappa: 0.685, kb_relative_information_score: 1412.5062, mean_absolute_error: 0.0617, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.716, predictive_accuracy: 0.7165, prior_entropy: 3.3219, recall: 0.7165, relative_absolute_error: 0.3426, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2215, root_relative_squared_error: 0.7383, scimark_benchmark: 1384.4422, usercpu_time_millis: 110, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9625, kappa: 0.9583, kb_relative_information_score: 1608.6328, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9627, predictive_accuracy: 0.9625, prior_entropy: 3.3219, recall: 0.9625, relative_absolute_error: 0.3562, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.133, root_relative_squared_error: 0.4432, scimark_benchmark: 1322.7257, usercpu_time_millis: 1720, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 1610,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9697, f_measure: 0.8352, kappa: 0.8161, kb_relative_information_score: 1622.3704, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.838, predictive_accuracy: 0.8345, prior_entropy: 3.3219, recall: 0.8345, relative_absolute_error: 0.2286, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1579, root_relative_squared_error: 0.5262, scimark_benchmark: 1281.7531, usercpu_time_millis: 125900, usercpu_time_millis_testing: 1520, usercpu_time_millis_training: 124380,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.963, kappa: 0.9589, kb_relative_information_score: 1921.3317, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9631, predictive_accuracy: 0.963, prior_entropy: 3.3219, recall: 0.963, relative_absolute_error: 0.0483, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0804, root_relative_squared_error: 0.2679, scimark_benchmark: 1260.1387, usercpu_time_millis: 260, usercpu_time_millis_testing: 180, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.9498, kappa: 0.9417, kb_relative_information_score: 1890.1955, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9577, predictive_accuracy: 0.9475, prior_entropy: 3.3219, recall: 0.9475, relative_absolute_error: 0.0583, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1025, root_relative_squared_error: 0.3416, scimark_benchmark: 1350.007, usercpu_time_millis: 9460, usercpu_time_millis_testing: 6290, usercpu_time_millis_training: 3170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.873, f_measure: 0.7159, kappa: 0.685, kb_relative_information_score: 1412.5062, mean_absolute_error: 0.0617, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.716, predictive_accuracy: 0.7165, prior_entropy: 3.3219, recall: 0.7165, relative_absolute_error: 0.3426, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2215, root_relative_squared_error: 0.7383, scimark_benchmark: 1274.7011, usercpu_time_millis: 110, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9655, kappa: 0.9617, kb_relative_information_score: 1931.1043, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9657, predictive_accuracy: 0.9655, prior_entropy: 3.3219, recall: 0.9655, relative_absolute_error: 0.0425, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0751, root_relative_squared_error: 0.2502, scimark_benchmark: 1353.5464, usercpu_time_millis: 29490, usercpu_time_millis_testing: 25790, usercpu_time_millis_training: 3700,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9625, kappa: 0.9583, kb_relative_information_score: 1608.6328, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9627, predictive_accuracy: 0.9625, prior_entropy: 3.3219, recall: 0.9625, relative_absolute_error: 0.3562, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.133, root_relative_squared_error: 0.4432, scimark_benchmark: 1343.3311, usercpu_time_millis: 1630, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 1540,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9697, f_measure: 0.8352, kappa: 0.8161, kb_relative_information_score: 1622.3704, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.838, predictive_accuracy: 0.8345, prior_entropy: 3.3219, recall: 0.8345, relative_absolute_error: 0.2286, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1579, root_relative_squared_error: 0.5262, scimark_benchmark: 1324.6608, usercpu_time_millis: 118680, usercpu_time_millis_testing: 1470, usercpu_time_millis_training: 117210,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.963, kappa: 0.9589, kb_relative_information_score: 1921.3317, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9631, predictive_accuracy: 0.963, prior_entropy: 3.3219, recall: 0.963, relative_absolute_error: 0.0483, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0804, root_relative_squared_error: 0.2679, scimark_benchmark: 1336.9473, usercpu_time_millis: 250, usercpu_time_millis_testing: 170, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.9498, kappa: 0.9417, kb_relative_information_score: 1890.1955, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9577, predictive_accuracy: 0.9475, prior_entropy: 3.3219, recall: 0.9475, relative_absolute_error: 0.0583, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1025, root_relative_squared_error: 0.3416, scimark_benchmark: 1341.3551, usercpu_time_millis: 8490, usercpu_time_millis_testing: 5230, usercpu_time_millis_training: 3260,

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