OpenML
Supervised Classification on nomao

Supervised Classification on nomao

Task 145854 Supervised Classification nomao 32334 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.9298, kappa: 0.8252, kb_relative_information_score: 25072.9745, mean_absolute_error: 0.1156, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9312, predictive_accuracy: 0.9312, prior_entropy: 0.863, recall: 0.9312, relative_absolute_error: 0.2832, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.499, scimark_benchmark: 1819.3478, usercpu_time_millis: 2303.126, usercpu_time_millis_testing: 9.684, usercpu_time_millis_training: 2293.442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9573, kappa: 0.8953, kb_relative_information_score: 28084.5028, mean_absolute_error: 0.0795, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9573, predictive_accuracy: 0.9573, prior_entropy: 0.863, recall: 0.9573, relative_absolute_error: 0.1949, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1829, root_relative_squared_error: 0.4049, scimark_benchmark: 1801.8281, usercpu_time_millis: 1878.111, usercpu_time_millis_testing: 19.787, usercpu_time_millis_training: 1858.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9582, kappa: 0.8975, kb_relative_information_score: 28501.7145, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9582, predictive_accuracy: 0.9582, prior_entropy: 0.863, recall: 0.9582, relative_absolute_error: 0.1813, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1796, root_relative_squared_error: 0.3977, scimark_benchmark: 1845.9238, usercpu_time_millis: 1430.865, usercpu_time_millis_testing: 5.64, usercpu_time_millis_training: 1425.225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.923, kappa: 0.8075, kb_relative_information_score: 24844.4931, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9255, predictive_accuracy: 0.925, prior_entropy: 0.863, recall: 0.925, relative_absolute_error: 0.2814, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2332, root_relative_squared_error: 0.5163, scimark_benchmark: 1841.3494, usercpu_time_millis: 1304.277, usercpu_time_millis_testing: 2.983, usercpu_time_millis_training: 1301.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9635, kappa: 0.9104, kb_relative_information_score: 29069.5513, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9635, predictive_accuracy: 0.9636, prior_entropy: 0.863, recall: 0.9636, relative_absolute_error: 0.1659, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1696, root_relative_squared_error: 0.3754, scimark_benchmark: 1834.5379, usercpu_time_millis: 1105.025, usercpu_time_millis_testing: 3.273, usercpu_time_millis_training: 1101.752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9478, kappa: 0.8717, kb_relative_information_score: 26978.0322, mean_absolute_error: 0.0927, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9477, predictive_accuracy: 0.9479, prior_entropy: 0.863, recall: 0.9479, relative_absolute_error: 0.2271, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2006, root_relative_squared_error: 0.4442, scimark_benchmark: 1849.3014, usercpu_time_millis: 942.876, usercpu_time_millis_testing: 3.126, usercpu_time_millis_training: 939.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.9336, kappa: 0.8352, kb_relative_information_score: 25141.6496, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9343, predictive_accuracy: 0.9347, prior_entropy: 0.863, recall: 0.9347, relative_absolute_error: 0.2827, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2237, root_relative_squared_error: 0.4953, scimark_benchmark: 1730.0855, usercpu_time_millis: 676.612, usercpu_time_millis_testing: 3.736, usercpu_time_millis_training: 672.876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8956, f_measure: 0.8583, kappa: 0.6552, kb_relative_information_score: 15568.4966, mean_absolute_error: 0.2341, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8596, predictive_accuracy: 0.8574, prior_entropy: 0.863, recall: 0.8574, relative_absolute_error: 0.5737, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3346, root_relative_squared_error: 0.7407, scimark_benchmark: 1850.4154, usercpu_time_millis: 578.269, usercpu_time_millis_testing: 6.988, usercpu_time_millis_training: 571.281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9584, f_measure: 0.8735, kappa: 0.6911, kb_relative_information_score: 18478.958, mean_absolute_error: 0.1956, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.874, predictive_accuracy: 0.873, prior_entropy: 0.863, recall: 0.873, relative_absolute_error: 0.4793, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2882, root_relative_squared_error: 0.638, scimark_benchmark: 1812.022, usercpu_time_millis: 548.741, usercpu_time_millis_testing: 5.994, usercpu_time_millis_training: 542.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9672, kappa: 0.9195, kb_relative_information_score: 29712.4654, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9672, predictive_accuracy: 0.9672, prior_entropy: 0.863, recall: 0.9672, relative_absolute_error: 0.1462, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1606, root_relative_squared_error: 0.3554, scimark_benchmark: 1820.3534, usercpu_time_millis: 344.006, usercpu_time_millis_testing: 1.021, usercpu_time_millis_training: 342.985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9478, kappa: 0.872, kb_relative_information_score: 27467.6092, mean_absolute_error: 0.0849, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9478, predictive_accuracy: 0.9478, prior_entropy: 0.863, recall: 0.9478, relative_absolute_error: 0.208, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.4468, scimark_benchmark: 1839.282, usercpu_time_millis: 18.594, usercpu_time_millis_testing: 0.448, usercpu_time_millis_training: 18.146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.944, kappa: 0.8621, kb_relative_information_score: 26909.352, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9439, predictive_accuracy: 0.9443, prior_entropy: 0.863, recall: 0.9443, relative_absolute_error: 0.2264, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2051, root_relative_squared_error: 0.454, scimark_benchmark: 1846.8309, usercpu_time_millis: 6545.723, usercpu_time_millis_testing: 12.648, usercpu_time_millis_training: 6533.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9492, kappa: 0.8753, kb_relative_information_score: 27249.0298, mean_absolute_error: 0.0895, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9491, predictive_accuracy: 0.9493, prior_entropy: 0.863, recall: 0.9493, relative_absolute_error: 0.2192, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.4372, scimark_benchmark: 1834.8148, usercpu_time_millis: 4850.553, usercpu_time_millis_testing: 14.219, usercpu_time_millis_training: 4836.334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.935, kappa: 0.839, kb_relative_information_score: 25782.0966, mean_absolute_error: 0.1053, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9354, predictive_accuracy: 0.9358, prior_entropy: 0.863, recall: 0.9358, relative_absolute_error: 0.2581, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2191, root_relative_squared_error: 0.4852, scimark_benchmark: 1819.5411, usercpu_time_millis: 3973.984, usercpu_time_millis_testing: 14.093, usercpu_time_millis_training: 3959.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9652, kappa: 0.9145, kb_relative_information_score: 29338.261, mean_absolute_error: 0.0645, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9651, predictive_accuracy: 0.9652, prior_entropy: 0.863, recall: 0.9652, relative_absolute_error: 0.158, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1653, root_relative_squared_error: 0.366, scimark_benchmark: 1853.9121, usercpu_time_millis: 3959.462, usercpu_time_millis_testing: 7.664, usercpu_time_millis_training: 3951.798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9345, kappa: 0.8377, kb_relative_information_score: 25902.6499, mean_absolute_error: 0.1037, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9347, predictive_accuracy: 0.9352, prior_entropy: 0.863, recall: 0.9352, relative_absolute_error: 0.2542, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2181, root_relative_squared_error: 0.4829, scimark_benchmark: 1839.3403, usercpu_time_millis: 2485.149, usercpu_time_millis_testing: 5.762, usercpu_time_millis_training: 2479.387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9579, kappa: 0.8966, kb_relative_information_score: 28257.8416, mean_absolute_error: 0.0776, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9578, predictive_accuracy: 0.958, prior_entropy: 0.863, recall: 0.958, relative_absolute_error: 0.1901, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1816, root_relative_squared_error: 0.4021, scimark_benchmark: 1835.7157, usercpu_time_millis: 3423.504, usercpu_time_millis_testing: 19.199, usercpu_time_millis_training: 3404.305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9661, kappa: 0.9168, kb_relative_information_score: 29405.0177, mean_absolute_error: 0.0638, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9661, predictive_accuracy: 0.9662, prior_entropy: 0.863, recall: 0.9662, relative_absolute_error: 0.1562, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1638, root_relative_squared_error: 0.3627, scimark_benchmark: 1844.3569, usercpu_time_millis: 3414.211, usercpu_time_millis_testing: 10.187, usercpu_time_millis_training: 3404.024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9669, kappa: 0.9188, kb_relative_information_score: 30030.4297, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9669, predictive_accuracy: 0.9669, prior_entropy: 0.863, recall: 0.9669, relative_absolute_error: 0.1332, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1617, root_relative_squared_error: 0.358, scimark_benchmark: 1837.345, usercpu_time_millis: 1950.775, usercpu_time_millis_testing: 3.445, usercpu_time_millis_training: 1947.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9518, kappa: 0.8818, kb_relative_information_score: 27445.3388, mean_absolute_error: 0.0872, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9518, predictive_accuracy: 0.9519, prior_entropy: 0.863, recall: 0.9519, relative_absolute_error: 0.2138, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1941, root_relative_squared_error: 0.4297, scimark_benchmark: 1794.333, usercpu_time_millis: 1939.509, usercpu_time_millis_testing: 9.739, usercpu_time_millis_training: 1929.77,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.9187, kappa: 0.7958, kb_relative_information_score: 22519.8936, mean_absolute_error: 0.1537, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.923, predictive_accuracy: 0.9213, prior_entropy: 0.863, recall: 0.9213, relative_absolute_error: 0.3766, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2412, root_relative_squared_error: 0.534, scimark_benchmark: 1816.0597, usercpu_time_millis: 412.706, usercpu_time_millis_testing: 10.979, usercpu_time_millis_training: 401.727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9484, kappa: 0.8732, kb_relative_information_score: 26952.807, mean_absolute_error: 0.0933, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9483, predictive_accuracy: 0.9484, prior_entropy: 0.863, recall: 0.9484, relative_absolute_error: 0.2286, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1998, root_relative_squared_error: 0.4422, scimark_benchmark: 1829.7642, usercpu_time_millis: 1269.184, usercpu_time_millis_testing: 9.143, usercpu_time_millis_training: 1260.041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9727, f_measure: 0.9139, kappa: 0.7835, kb_relative_information_score: 23867.069, mean_absolute_error: 0.1301, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9182, predictive_accuracy: 0.9167, prior_entropy: 0.863, recall: 0.9167, relative_absolute_error: 0.3189, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2404, root_relative_squared_error: 0.5322, scimark_benchmark: 1853.5818, usercpu_time_millis: 55.799, usercpu_time_millis_testing: 0.459, usercpu_time_millis_training: 55.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.3845, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1851.0162, usercpu_time_millis: 24.616, usercpu_time_millis_testing: 3.769, usercpu_time_millis_training: 20.847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.8768, kappa: 0.6986, kb_relative_information_score: 16502.9925, mean_absolute_error: 0.224, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.877, predictive_accuracy: 0.8766, prior_entropy: 0.863, recall: 0.8766, relative_absolute_error: 0.5489, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2979, root_relative_squared_error: 0.6594, scimark_benchmark: 1853.9121, usercpu_time_millis: 29.256, usercpu_time_millis_testing: 0.924, usercpu_time_millis_training: 28.332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: 9.8691, mean_absolute_error: 0.4079, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1852.9259, usercpu_time_millis: 6.785, usercpu_time_millis_testing: 0.536, usercpu_time_millis_training: 6.249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9459, f_measure: 0.8688, kappa: 0.6804, kb_relative_information_score: 17471.8626, mean_absolute_error: 0.2058, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8698, predictive_accuracy: 0.868, prior_entropy: 0.863, recall: 0.868, relative_absolute_error: 0.5044, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3057, root_relative_squared_error: 0.6767, scimark_benchmark: 1845.3295, usercpu_time_millis: 1027.825, usercpu_time_millis_testing: 5.211, usercpu_time_millis_training: 1022.614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9676, kappa: 0.9204, kb_relative_information_score: 29730.2666, mean_absolute_error: 0.0595, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9675, predictive_accuracy: 0.9676, prior_entropy: 0.863, recall: 0.9676, relative_absolute_error: 0.1457, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1601, root_relative_squared_error: 0.3543, scimark_benchmark: 1852.4707, usercpu_time_millis: 979.04, usercpu_time_millis_testing: 2.408, usercpu_time_millis_training: 976.632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.9218, kappa: 0.8039, kb_relative_information_score: 24252.1607, mean_absolute_error: 0.1284, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9253, predictive_accuracy: 0.9241, prior_entropy: 0.863, recall: 0.9241, relative_absolute_error: 0.3146, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.23, root_relative_squared_error: 0.5092, scimark_benchmark: 1749.6466, usercpu_time_millis: 603.959, usercpu_time_millis_testing: 7.502, usercpu_time_millis_training: 596.457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9319, kappa: 0.8308, kb_relative_information_score: 24986.5199, mean_absolute_error: 0.1178, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9328, predictive_accuracy: 0.9331, prior_entropy: 0.863, recall: 0.9331, relative_absolute_error: 0.2887, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.4963, scimark_benchmark: 1850.3603, usercpu_time_millis: 540.687, usercpu_time_millis_testing: 3.225, usercpu_time_millis_training: 537.462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.9208, kappa: 0.8013, kb_relative_information_score: 24078.2755, mean_absolute_error: 0.131, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9245, predictive_accuracy: 0.9232, prior_entropy: 0.863, recall: 0.9232, relative_absolute_error: 0.3211, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.5116, scimark_benchmark: 1845.3295, usercpu_time_millis: 496.07, usercpu_time_millis_testing: 7.038, usercpu_time_millis_training: 489.032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9368, kappa: 0.8435, kb_relative_information_score: 25525.5193, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.937, predictive_accuracy: 0.9374, prior_entropy: 0.863, recall: 0.9374, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2173, root_relative_squared_error: 0.4811, scimark_benchmark: 1837.345, usercpu_time_millis: 475.057, usercpu_time_millis_testing: 4.171, usercpu_time_millis_training: 470.886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9738, f_measure: 0.9148, kappa: 0.7884, kb_relative_information_score: 23471.7879, mean_absolute_error: 0.1368, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9153, predictive_accuracy: 0.9162, prior_entropy: 0.863, recall: 0.9162, relative_absolute_error: 0.3353, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2396, root_relative_squared_error: 0.5304, scimark_benchmark: 1844.4224, usercpu_time_millis: 263.084, usercpu_time_millis_testing: 6.096, usercpu_time_millis_training: 256.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, f_measure: 0.8579, kappa: 0.6544, kb_relative_information_score: 15542.6932, mean_absolute_error: 0.2342, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8593, predictive_accuracy: 0.8568, prior_entropy: 0.863, recall: 0.8568, relative_absolute_error: 0.574, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.336, root_relative_squared_error: 0.7438, scimark_benchmark: 1835.1963, usercpu_time_millis: 240.311, usercpu_time_millis_testing: 3.835, usercpu_time_millis_training: 236.476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -1.0099, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1818.7838, usercpu_time_millis: 82.785, usercpu_time_millis_testing: 7.094, usercpu_time_millis_training: 75.691,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9668, kappa: 0.9186, kb_relative_information_score: 29491.7211, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9668, predictive_accuracy: 0.9669, prior_entropy: 0.863, recall: 0.9669, relative_absolute_error: 0.1535, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1625, root_relative_squared_error: 0.3597, scimark_benchmark: 1366.2156, usercpu_time_millis: 4572.426, usercpu_time_millis_testing: 20.582, usercpu_time_millis_training: 4551.844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9556, kappa: 0.8911, kb_relative_information_score: 28173.7356, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9556, predictive_accuracy: 0.9556, prior_entropy: 0.863, recall: 0.9556, relative_absolute_error: 0.1906, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4102, scimark_benchmark: 1363.9281, usercpu_time_millis: 8302.478, usercpu_time_millis_testing: 14.457, usercpu_time_millis_training: 8288.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9612, kappa: 0.9046, kb_relative_information_score: 28389.9794, mean_absolute_error: 0.0774, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9612, predictive_accuracy: 0.9613, prior_entropy: 0.863, recall: 0.9613, relative_absolute_error: 0.1897, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1746, root_relative_squared_error: 0.3866, scimark_benchmark: 1376.0832, usercpu_time_millis: 46.033, usercpu_time_millis_testing: 1.356, usercpu_time_millis_training: 44.677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9592, kappa: 0.8999, kb_relative_information_score: 28451.926, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9592, predictive_accuracy: 0.9594, prior_entropy: 0.863, recall: 0.9594, relative_absolute_error: 0.1851, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1779, root_relative_squared_error: 0.3939, scimark_benchmark: 1368.1269, usercpu_time_millis: 1653.516, usercpu_time_millis_testing: 12.731, usercpu_time_millis_training: 1640.785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9732, f_measure: 0.9127, kappa: 0.7833, kb_relative_information_score: 22483.3944, mean_absolute_error: 0.1512, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9129, predictive_accuracy: 0.914, prior_entropy: 0.863, recall: 0.914, relative_absolute_error: 0.3706, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2477, root_relative_squared_error: 0.5484, scimark_benchmark: 1369.159, usercpu_time_millis: 961.463, usercpu_time_millis_testing: 4.88, usercpu_time_millis_training: 956.583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.9158, kappa: 0.7882, kb_relative_information_score: 24418.8171, mean_absolute_error: 0.1222, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9211, predictive_accuracy: 0.9188, prior_entropy: 0.863, recall: 0.9188, relative_absolute_error: 0.2995, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2367, root_relative_squared_error: 0.5239, scimark_benchmark: 1368.9636, usercpu_time_millis: 1253.165, usercpu_time_millis_testing: 3.725, usercpu_time_millis_training: 1249.44,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.9208, kappa: 0.8015, kb_relative_information_score: 24641.0601, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.924, predictive_accuracy: 0.9231, prior_entropy: 0.863, recall: 0.9231, relative_absolute_error: 0.2931, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2323, root_relative_squared_error: 0.5142, scimark_benchmark: 1372.0335, usercpu_time_millis: 378.392, usercpu_time_millis_testing: 1.214, usercpu_time_millis_training: 377.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, f_measure: 0.9046, kappa: 0.7633, kb_relative_information_score: 20239.8733, mean_absolute_error: 0.1781, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9046, predictive_accuracy: 0.9059, prior_entropy: 0.863, recall: 0.9059, relative_absolute_error: 0.4364, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2648, root_relative_squared_error: 0.5861, scimark_benchmark: 1369.9685, usercpu_time_millis: 364.395, usercpu_time_millis_testing: 8.112, usercpu_time_millis_training: 356.283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9239, f_measure: 0.8584, kappa: 0.6523, kb_relative_information_score: 15376.8826, mean_absolute_error: 0.2374, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8582, predictive_accuracy: 0.8587, prior_entropy: 0.863, recall: 0.8587, relative_absolute_error: 0.5818, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3323, root_relative_squared_error: 0.7355, scimark_benchmark: 1366.9294, usercpu_time_millis: 369.202, usercpu_time_millis_testing: 8.253, usercpu_time_millis_training: 360.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9683, kappa: 0.9223, kb_relative_information_score: 29819.2868, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9683, predictive_accuracy: 0.9684, prior_entropy: 0.863, recall: 0.9684, relative_absolute_error: 0.1435, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.157, root_relative_squared_error: 0.3476, scimark_benchmark: 1368.6965, usercpu_time_millis: 2127.763, usercpu_time_millis_testing: 8.943, usercpu_time_millis_training: 2118.82,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9467, kappa: 0.8689, kb_relative_information_score: 26738.5392, mean_absolute_error: 0.096, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9467, predictive_accuracy: 0.947, prior_entropy: 0.863, recall: 0.947, relative_absolute_error: 0.2354, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.4509, scimark_benchmark: 1368.3459, usercpu_time_millis: 749.751, usercpu_time_millis_testing: 5.04, usercpu_time_millis_training: 744.711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9582, f_measure: 0.8729, kappa: 0.6895, kb_relative_information_score: 17446.2032, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8733, predictive_accuracy: 0.8726, prior_entropy: 0.863, recall: 0.8726, relative_absolute_error: 0.5159, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2963, root_relative_squared_error: 0.656, scimark_benchmark: 1375.9928, usercpu_time_millis: 213.115, usercpu_time_millis_testing: 7.351, usercpu_time_millis_training: 205.764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.9224, kappa: 0.8055, kb_relative_information_score: 24689.9532, mean_absolute_error: 0.1192, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9255, predictive_accuracy: 0.9245, prior_entropy: 0.863, recall: 0.9245, relative_absolute_error: 0.292, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2314, root_relative_squared_error: 0.5123, scimark_benchmark: 1367.0642, usercpu_time_millis: 755.793, usercpu_time_millis_testing: 2.459, usercpu_time_millis_training: 753.334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9628, kappa: 0.9086, kb_relative_information_score: 28734.7876, mean_absolute_error: 0.0725, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9628, predictive_accuracy: 0.9629, prior_entropy: 0.863, recall: 0.9629, relative_absolute_error: 0.1777, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1715, root_relative_squared_error: 0.3796, scimark_benchmark: 1371.1084, usercpu_time_millis: 316.115, usercpu_time_millis_testing: 5.657, usercpu_time_millis_training: 310.458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9347, kappa: 0.8383, kb_relative_information_score: 25876.5264, mean_absolute_error: 0.1041, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.935, predictive_accuracy: 0.9355, prior_entropy: 0.863, recall: 0.9355, relative_absolute_error: 0.2552, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2182, root_relative_squared_error: 0.4831, scimark_benchmark: 1370.418, usercpu_time_millis: 2131.53, usercpu_time_millis_testing: 4.09, usercpu_time_millis_training: 2127.44,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9664, kappa: 0.9175, kb_relative_information_score: 29360.4869, mean_absolute_error: 0.0645, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9664, predictive_accuracy: 0.9665, prior_entropy: 0.863, recall: 0.9665, relative_absolute_error: 0.1581, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1626, root_relative_squared_error: 0.36, scimark_benchmark: 1367.9085, usercpu_time_millis: 83.328, usercpu_time_millis_testing: 1.28, usercpu_time_millis_training: 82.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9414, f_measure: 0.8668, kappa: 0.6749, kb_relative_information_score: 17067.242, mean_absolute_error: 0.2117, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8674, predictive_accuracy: 0.8663, prior_entropy: 0.863, recall: 0.8663, relative_absolute_error: 0.5189, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3089, root_relative_squared_error: 0.6837, scimark_benchmark: 1369.3279, usercpu_time_millis: 596.031, usercpu_time_millis_testing: 6.966, usercpu_time_millis_training: 589.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9466, kappa: 0.869, kb_relative_information_score: 27115.8251, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9466, predictive_accuracy: 0.9468, prior_entropy: 0.863, recall: 0.9468, relative_absolute_error: 0.2212, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2016, root_relative_squared_error: 0.4462, scimark_benchmark: 1368.2874, usercpu_time_millis: 3919.808, usercpu_time_millis_testing: 7.209, usercpu_time_millis_training: 3912.599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9627, kappa: 0.9084, kb_relative_information_score: 29014.6526, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9626, predictive_accuracy: 0.9627, prior_entropy: 0.863, recall: 0.9627, relative_absolute_error: 0.1668, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1702, root_relative_squared_error: 0.3769, scimark_benchmark: 1365.9879, usercpu_time_millis: 5757.598, usercpu_time_millis_testing: 24.383, usercpu_time_millis_training: 5733.215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9535, kappa: 0.8858, kb_relative_information_score: 27301.7587, mean_absolute_error: 0.0898, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9534, predictive_accuracy: 0.9536, prior_entropy: 0.863, recall: 0.9536, relative_absolute_error: 0.2201, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.4258, scimark_benchmark: 1372.1957, usercpu_time_millis: 1225.006, usercpu_time_millis_testing: 17.95, usercpu_time_millis_training: 1207.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9687, kappa: 0.9231, kb_relative_information_score: 29987.4219, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9686, predictive_accuracy: 0.9687, prior_entropy: 0.863, recall: 0.9687, relative_absolute_error: 0.1373, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1568, root_relative_squared_error: 0.347, scimark_benchmark: 1371.1913, usercpu_time_millis: 4521.467, usercpu_time_millis_testing: 11.484, usercpu_time_millis_training: 4509.983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9574, kappa: 0.8954, kb_relative_information_score: 28153.9595, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9573, predictive_accuracy: 0.9574, prior_entropy: 0.863, recall: 0.9574, relative_absolute_error: 0.1933, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1825, root_relative_squared_error: 0.404, scimark_benchmark: 1373.9969, usercpu_time_millis: 2237.5, usercpu_time_millis_testing: 18.677, usercpu_time_millis_training: 2218.823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9669, kappa: 0.9188, kb_relative_information_score: 29667.6633, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9669, predictive_accuracy: 0.967, prior_entropy: 0.863, recall: 0.967, relative_absolute_error: 0.1475, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1613, root_relative_squared_error: 0.3572, scimark_benchmark: 1367.4038, usercpu_time_millis: 4549.864, usercpu_time_millis_testing: 9.259, usercpu_time_millis_training: 4540.605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9572, kappa: 0.8951, kb_relative_information_score: 28227.3538, mean_absolute_error: 0.0776, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9572, predictive_accuracy: 0.9573, prior_entropy: 0.863, recall: 0.9573, relative_absolute_error: 0.1901, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1826, root_relative_squared_error: 0.4043, scimark_benchmark: 1373.4196, usercpu_time_millis: 1525.729, usercpu_time_millis_testing: 6.531, usercpu_time_millis_training: 1519.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9598, kappa: 0.9014, kb_relative_information_score: 28679.5427, mean_absolute_error: 0.072, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9598, predictive_accuracy: 0.9598, prior_entropy: 0.863, recall: 0.9598, relative_absolute_error: 0.1765, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1771, root_relative_squared_error: 0.3921, scimark_benchmark: 1369.5173, usercpu_time_millis: 6424.612, usercpu_time_millis_testing: 14.292, usercpu_time_millis_training: 6410.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.9169, kappa: 0.7913, kb_relative_information_score: 22916.1806, mean_absolute_error: 0.1482, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9214, predictive_accuracy: 0.9197, prior_entropy: 0.863, recall: 0.9197, relative_absolute_error: 0.3632, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2398, root_relative_squared_error: 0.5308, scimark_benchmark: 1375.1317, usercpu_time_millis: 357.558, usercpu_time_millis_testing: 4.063, usercpu_time_millis_training: 353.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9741, f_measure: 0.9154, kappa: 0.787, kb_relative_information_score: 24374.3016, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9206, predictive_accuracy: 0.9184, prior_entropy: 0.863, recall: 0.9184, relative_absolute_error: 0.3006, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2377, root_relative_squared_error: 0.5263, scimark_benchmark: 1366.7293, usercpu_time_millis: 5429.274, usercpu_time_millis_testing: 14.314, usercpu_time_millis_training: 5414.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.9222, kappa: 0.8051, kb_relative_information_score: 24740.6456, mean_absolute_error: 0.1178, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9252, predictive_accuracy: 0.9243, prior_entropy: 0.863, recall: 0.9243, relative_absolute_error: 0.2886, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.5133, scimark_benchmark: 1368.2692, usercpu_time_millis: 3250.692, usercpu_time_millis_testing: 7.685, usercpu_time_millis_training: 3243.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.958, kappa: 0.8969, kb_relative_information_score: 28251.539, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.958, predictive_accuracy: 0.9581, prior_entropy: 0.863, recall: 0.9581, relative_absolute_error: 0.1906, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1815, root_relative_squared_error: 0.4018, scimark_benchmark: 1370.9313, usercpu_time_millis: 1584.821, usercpu_time_millis_testing: 9.601, usercpu_time_millis_training: 1575.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.964, kappa: 0.9116, kb_relative_information_score: 29349.9769, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.964, predictive_accuracy: 0.9641, prior_entropy: 0.863, recall: 0.9641, relative_absolute_error: 0.1561, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1678, root_relative_squared_error: 0.3715, scimark_benchmark: 1369.5026, usercpu_time_millis: 13168.281, usercpu_time_millis_testing: 16.755, usercpu_time_millis_training: 13151.526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.9312, kappa: 0.8286, kb_relative_information_score: 25143.9696, mean_absolute_error: 0.1142, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9324, predictive_accuracy: 0.9325, prior_entropy: 0.863, recall: 0.9325, relative_absolute_error: 0.2797, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2252, root_relative_squared_error: 0.4986, scimark_benchmark: 1368.9734, usercpu_time_millis: 2625.473, usercpu_time_millis_testing: 8.706, usercpu_time_millis_training: 2616.767,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

OpenML bootcamp

From your own software

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

OpenML APIs