OpenML
Supervised Classification on ozone-level-8hr

Supervised Classification on ozone-level-8hr

Task 145855 Supervised Classification ozone-level-8hr 90654 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9076, f_measure: 0.9275, kappa: 0.262, kb_relative_information_score: -741.9375, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9372, predictive_accuracy: 0.9448, prior_entropy: 0.3411, recall: 0.9448, relative_absolute_error: 0.7886, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.8517, scimark_benchmark: 1728.4686, usercpu_time_millis: 56.525, usercpu_time_millis_testing: 1.016, usercpu_time_millis_training: 55.509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -948.1765, mean_absolute_error: 0.0986, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8315, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.8891, scimark_benchmark: 1032.8138, usercpu_time_millis: 41.363, usercpu_time_millis_testing: 0.913, usercpu_time_millis_training: 40.45,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8963, f_measure: 0.9232, kappa: 0.2102, kb_relative_information_score: -858.3971, mean_absolute_error: 0.0964, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.934, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.8127, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2112, root_relative_squared_error: 0.8683, scimark_benchmark: 1040.0789, usercpu_time_millis: 80.225, usercpu_time_millis_testing: 1.018, usercpu_time_millis_training: 79.207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8981, f_measure: 0.9261, kappa: 0.2529, kb_relative_information_score: -728.2333, mean_absolute_error: 0.0921, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9306, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7767, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.8651, scimark_benchmark: 1733.299, usercpu_time_millis: 77.86, usercpu_time_millis_testing: 0.848, usercpu_time_millis_training: 77.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.89, f_measure: 0.9164, kappa: 0.1263, kb_relative_information_score: -936.9941, mean_absolute_error: 0.0987, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9291, predictive_accuracy: 0.94, prior_entropy: 0.3411, recall: 0.94, relative_absolute_error: 0.8322, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.8771, scimark_benchmark: 1085.3394, usercpu_time_millis: 91.178, usercpu_time_millis_testing: 1.846, usercpu_time_millis_training: 89.332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9029, f_measure: 0.926, kappa: 0.2445, kb_relative_information_score: -773.4463, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9356, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7936, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.858, scimark_benchmark: 1735.2099, usercpu_time_millis: 68.305, usercpu_time_millis_testing: 1.346, usercpu_time_millis_training: 66.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8235, f_measure: 0.9063, kb_relative_information_score: -1568.1833, mean_absolute_error: 0.1094, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9221, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2314, root_relative_squared_error: 0.9516, scimark_benchmark: 1063.7645, usercpu_time_millis: 42.244, usercpu_time_millis_testing: 0.831, usercpu_time_millis_training: 41.413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8783, f_measure: 0.9063, kb_relative_information_score: -1159.9314, mean_absolute_error: 0.1037, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.874, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2213, root_relative_squared_error: 0.9099, scimark_benchmark: 1723.0578, usercpu_time_millis: 49.299, usercpu_time_millis_testing: 1.352, usercpu_time_millis_training: 47.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8998, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -928.9244, mean_absolute_error: 0.1007, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8494, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2172, root_relative_squared_error: 0.8932, scimark_benchmark: 1075.3758, usercpu_time_millis: 13.01, usercpu_time_millis_testing: 0.87, usercpu_time_millis_training: 12.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9026, f_measure: 0.9216, kappa: 0.1916, kb_relative_information_score: -832.0516, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9322, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.808, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2095, root_relative_squared_error: 0.8615, scimark_benchmark: 1120.0715, usercpu_time_millis: 52.915, usercpu_time_millis_testing: 0.883, usercpu_time_millis_training: 52.032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9136, f_measure: 0.9264, kappa: 0.2547, kb_relative_information_score: -659.7116, mean_absolute_error: 0.0918, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9318, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.774, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2057, root_relative_squared_error: 0.8457, scimark_benchmark: 1733.8711, usercpu_time_millis: 28.192, usercpu_time_millis_testing: 0.624, usercpu_time_millis_training: 27.568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.9063, kb_relative_information_score: 4.5976, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9966, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1068.7568, usercpu_time_millis: 5.397, usercpu_time_millis_testing: 1.104, usercpu_time_millis_training: 4.293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8692, f_measure: 0.9259, kappa: 0.2916, kb_relative_information_score: -859.0553, mean_absolute_error: 0.0927, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9215, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.7819, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2244, root_relative_squared_error: 0.9226, scimark_benchmark: 1576.3956, usercpu_time_millis: 47.205, usercpu_time_millis_testing: 0.498, usercpu_time_millis_training: 46.707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9029, f_measure: 0.9284, kappa: 0.2754, kb_relative_information_score: -774.9205, mean_absolute_error: 0.0928, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9359, predictive_accuracy: 0.9448, prior_entropy: 0.3411, recall: 0.9448, relative_absolute_error: 0.7828, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.208, root_relative_squared_error: 0.8551, scimark_benchmark: 1730.591, usercpu_time_millis: 53.619, usercpu_time_millis_testing: 0.45, usercpu_time_millis_training: 53.169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9164, f_measure: 0.924, kappa: 0.2194, kb_relative_information_score: -632.5185, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9349, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7886, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.8493, scimark_benchmark: 1723.0244, usercpu_time_millis: 9.866, usercpu_time_millis_testing: 0.716, usercpu_time_millis_training: 9.15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7984, f_measure: 0.9063, kb_relative_information_score: -936.5411, mean_absolute_error: 0.1108, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9345, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2327, root_relative_squared_error: 0.9569, scimark_benchmark: 1727.6174, usercpu_time_millis: 5.986, usercpu_time_millis_testing: 0.548, usercpu_time_millis_training: 5.438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8236, f_measure: 0.9063, kb_relative_information_score: -1317.9076, mean_absolute_error: 0.1092, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9208, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2308, root_relative_squared_error: 0.9491, scimark_benchmark: 1049.825, usercpu_time_millis: 13.049, usercpu_time_millis_testing: 0.571, usercpu_time_millis_training: 12.478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9027, f_measure: 0.9234, kappa: 0.2159, kb_relative_information_score: -705.8023, mean_absolute_error: 0.0932, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7855, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.8616, scimark_benchmark: 1734.4537, usercpu_time_millis: 21.465, usercpu_time_millis_testing: 0.435, usercpu_time_millis_training: 21.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9097, f_measure: 0.9268, kappa: 0.2613, kb_relative_information_score: -594.8698, mean_absolute_error: 0.0904, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7622, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.8493, scimark_benchmark: 1731.0556, usercpu_time_millis: 19.444, usercpu_time_millis_testing: 0.646, usercpu_time_millis_training: 18.798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8789, f_measure: 0.9063, kb_relative_information_score: -1153.7769, mean_absolute_error: 0.1039, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2215, root_relative_squared_error: 0.9108, scimark_benchmark: 1730.591, usercpu_time_millis: 14.236, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 13.872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9007, f_measure: 0.9253, kappa: 0.2356, kb_relative_information_score: -799.4052, mean_absolute_error: 0.0945, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9348, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7967, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.8569, scimark_benchmark: 1011.4461, usercpu_time_millis: 34.068, usercpu_time_millis_testing: 0.508, usercpu_time_millis_training: 33.56,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8478, f_measure: 0.9063, kb_relative_information_score: -1327.1301, mean_absolute_error: 0.1072, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9039, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2259, root_relative_squared_error: 0.929, scimark_benchmark: 1073.468, usercpu_time_millis: 32.396, usercpu_time_millis_testing: 0.737, usercpu_time_millis_training: 31.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8314, f_measure: 0.9063, kb_relative_information_score: -1267.4699, mean_absolute_error: 0.1086, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9153, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.229, root_relative_squared_error: 0.9417, scimark_benchmark: 1737.9267, usercpu_time_millis: 26.711, usercpu_time_millis_testing: 0.545, usercpu_time_millis_training: 26.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8814, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1132.5715, mean_absolute_error: 0.103, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8685, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2221, root_relative_squared_error: 0.9132, scimark_benchmark: 1735.2836, usercpu_time_millis: 18.372, usercpu_time_millis_testing: 0.613, usercpu_time_millis_training: 17.759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.9063, kb_relative_information_score: 4.4297, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9967, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1725.3223, usercpu_time_millis: 2.095, usercpu_time_millis_testing: 0.47, usercpu_time_millis_training: 1.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9131, f_measure: 0.9124, kappa: 0.0766, kb_relative_information_score: -636.1786, mean_absolute_error: 0.0955, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9292, predictive_accuracy: 0.9388, prior_entropy: 0.3411, recall: 0.9388, relative_absolute_error: 0.8055, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.865, scimark_benchmark: 1738.3274, usercpu_time_millis: 19.237, usercpu_time_millis_testing: 1.905, usercpu_time_millis_training: 17.332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8858, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -1004.5216, mean_absolute_error: 0.1014, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9296, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.8549, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.8898, scimark_benchmark: 1731.9625, usercpu_time_millis: 12.354, usercpu_time_millis_testing: 0.56, usercpu_time_millis_training: 11.794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9133, f_measure: 0.9214, kappa: 0.1854, kb_relative_information_score: -650.8854, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9356, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7934, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.8536, scimark_benchmark: 1737.5279, usercpu_time_millis: 17.828, usercpu_time_millis_testing: 1.169, usercpu_time_millis_training: 16.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8725, f_measure: 0.9282, kappa: 0.2916, kb_relative_information_score: -774.3891, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9276, predictive_accuracy: 0.9416, prior_entropy: 0.3411, recall: 0.9416, relative_absolute_error: 0.7633, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2142, root_relative_squared_error: 0.8805, scimark_benchmark: 1734.2699, usercpu_time_millis: 0.934, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 0.761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.9063, kb_relative_information_score: 1.7626, mean_absolute_error: 0.1184, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1729.3292, usercpu_time_millis: 4.746, usercpu_time_millis_testing: 0.769, usercpu_time_millis_training: 3.977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.9063, kb_relative_information_score: 3.714, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9973, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1745.3818, usercpu_time_millis: 1.592, usercpu_time_millis_testing: 0.381, usercpu_time_millis_training: 1.211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9063, kb_relative_information_score: 2.2794, mean_absolute_error: 0.1184, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9981, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1836.2249, usercpu_time_millis: 3.33, usercpu_time_millis_testing: 0.596, usercpu_time_millis_training: 2.734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8946, f_measure: 0.9149, kappa: 0.1071, kb_relative_information_score: -886.0144, mean_absolute_error: 0.0983, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9297, predictive_accuracy: 0.9396, prior_entropy: 0.3411, recall: 0.9396, relative_absolute_error: 0.8287, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.8735, scimark_benchmark: 1035.4495, usercpu_time_millis: 24.418, usercpu_time_millis_testing: 0.949, usercpu_time_millis_training: 23.469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8824, f_measure: 0.9113, kappa: 0.0647, kb_relative_information_score: -1016.7884, mean_absolute_error: 0.1012, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9218, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.8534, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2161, root_relative_squared_error: 0.8885, scimark_benchmark: 1086.2818, usercpu_time_millis: 20.476, usercpu_time_millis_testing: 0.772, usercpu_time_millis_training: 19.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8296, f_measure: 0.9063, kb_relative_information_score: -1388.0631, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9186, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.23, root_relative_squared_error: 0.9457, scimark_benchmark: 1711.9456, usercpu_time_millis: 12.325, usercpu_time_millis_testing: 0.339, usercpu_time_millis_training: 11.986,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8989, f_measure: 0.9237, kappa: 0.2176, kb_relative_information_score: -816.7805, mean_absolute_error: 0.095, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9331, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.8005, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.8637, scimark_benchmark: 1715.1818, usercpu_time_millis: 53.472, usercpu_time_millis_testing: 0.626, usercpu_time_millis_training: 52.846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8794, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1158.216, mean_absolute_error: 0.1029, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8677, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.9066, scimark_benchmark: 1717.9445, usercpu_time_millis: 40.454, usercpu_time_millis_testing: 0.535, usercpu_time_millis_training: 39.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8764, f_measure: 0.9063, kb_relative_information_score: -1177.1484, mean_absolute_error: 0.1034, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8721, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2221, root_relative_squared_error: 0.9132, scimark_benchmark: 1733.0257, usercpu_time_millis: 41.099, usercpu_time_millis_testing: 0.687, usercpu_time_millis_training: 40.412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9131, f_measure: 0.9271, kappa: 0.2632, kb_relative_information_score: -590.2402, mean_absolute_error: 0.0912, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9326, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7689, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.8481, scimark_benchmark: 1723.9921, usercpu_time_millis: 35.007, usercpu_time_millis_testing: 1.369, usercpu_time_millis_training: 33.638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9105, f_measure: 0.926, kappa: 0.2445, kb_relative_information_score: -672.2653, mean_absolute_error: 0.093, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9356, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7843, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.8518, scimark_benchmark: 1727.5077, usercpu_time_millis: 35.255, usercpu_time_millis_testing: 1.015, usercpu_time_millis_training: 34.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8634, f_measure: 0.9063, kb_relative_information_score: -1298.6482, mean_absolute_error: 0.106, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8941, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.9285, scimark_benchmark: 1724.5497, usercpu_time_millis: 25.639, usercpu_time_millis_testing: 0.504, usercpu_time_millis_training: 25.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9083, f_measure: 0.9194, kappa: 0.1593, kb_relative_information_score: -792.7997, mean_absolute_error: 0.0969, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9386, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.8172, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.8625, scimark_benchmark: 1730.2204, usercpu_time_millis: 7.122, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 6.766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8866, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1084.3377, mean_absolute_error: 0.102, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8597, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.9026, scimark_benchmark: 1728.0111, usercpu_time_millis: 25.555, usercpu_time_millis_testing: 0.737, usercpu_time_millis_training: 24.818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.9063, kb_relative_information_score: -6.1656, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1733.7613, usercpu_time_millis: 1.701, usercpu_time_millis_testing: 0.206, usercpu_time_millis_training: 1.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8668, f_measure: 0.9063, kb_relative_information_score: -1159.0596, mean_absolute_error: 0.1057, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8908, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2239, root_relative_squared_error: 0.9206, scimark_benchmark: 1833.8456, usercpu_time_millis: 10.731, usercpu_time_millis_testing: 0.748, usercpu_time_millis_training: 9.983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8888, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1051.7266, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8636, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2202, root_relative_squared_error: 0.9052, scimark_benchmark: 1736.4936, usercpu_time_millis: 3.52, usercpu_time_millis_testing: 0.157, usercpu_time_millis_training: 3.363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8451, f_measure: 0.9063, kb_relative_information_score: -1367.7763, mean_absolute_error: 0.1077, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9082, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2273, root_relative_squared_error: 0.9347, scimark_benchmark: 1736.0929, usercpu_time_millis: 11.873, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 11.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8289, f_measure: 0.9063, kb_relative_information_score: -1346.2287, mean_absolute_error: 0.1084, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9142, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2288, root_relative_squared_error: 0.9407, scimark_benchmark: 1734.2259, usercpu_time_millis: 9.424, usercpu_time_millis_testing: 0.366, usercpu_time_millis_training: 9.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8955, f_measure: 0.9219, kappa: 0.1977, kb_relative_information_score: -899.5989, mean_absolute_error: 0.0969, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9296, predictive_accuracy: 0.9416, prior_entropy: 0.3411, recall: 0.9416, relative_absolute_error: 0.8167, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.8663, scimark_benchmark: 1734.3333, usercpu_time_millis: 22.001, usercpu_time_millis_testing: 0.259, usercpu_time_millis_training: 21.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9063, kb_relative_information_score: -2.7885, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9976, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1728.4686, usercpu_time_millis: 2.364, usercpu_time_millis_testing: 0.322, usercpu_time_millis_training: 2.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.9063, kb_relative_information_score: 4.5075, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9967, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1736.0929, usercpu_time_millis: 3.708, usercpu_time_millis_testing: 0.612, usercpu_time_millis_training: 3.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7861, f_measure: 0.9153, kappa: 0.1148, kb_relative_information_score: -1291.084, mean_absolute_error: 0.0945, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9248, predictive_accuracy: 0.9392, prior_entropy: 0.3411, recall: 0.9392, relative_absolute_error: 0.7963, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.9322, scimark_benchmark: 1686.9604, usercpu_time_millis: 0.592, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 0.524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9039, f_measure: 0.9211, kappa: 0.1838, kb_relative_information_score: -758.971, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9333, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.8037, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.8646, scimark_benchmark: 1736.9559, usercpu_time_millis: 13.597, usercpu_time_millis_testing: 0.391, usercpu_time_millis_training: 13.206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8775, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1182.0659, mean_absolute_error: 0.1033, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8709, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2211, root_relative_squared_error: 0.9091, scimark_benchmark: 1748.7606, usercpu_time_millis: 101.531, usercpu_time_millis_testing: 1.148, usercpu_time_millis_training: 100.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8954, f_measure: 0.9219, kappa: 0.1932, kb_relative_information_score: -880.9597, mean_absolute_error: 0.0969, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9342, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.8173, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.8681, scimark_benchmark: 1726.2635, usercpu_time_millis: 75.5, usercpu_time_millis_testing: 1.007, usercpu_time_millis_training: 74.493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9082, f_measure: 0.9255, kappa: 0.2409, kb_relative_information_score: -643.5361, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9327, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.775, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.8558, scimark_benchmark: 1842.6159, usercpu_time_millis: 27.061, usercpu_time_millis_testing: 0.924, usercpu_time_millis_training: 26.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8832, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: -1116.6218, mean_absolute_error: 0.1022, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9096, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8619, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.9024, scimark_benchmark: 1740.5937, usercpu_time_millis: 56.357, usercpu_time_millis_testing: 1.167, usercpu_time_millis_training: 55.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8848, f_measure: 0.9086, kappa: 0.0317, kb_relative_information_score: -989.6467, mean_absolute_error: 0.0981, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9102, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8268, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2184, root_relative_squared_error: 0.8978, scimark_benchmark: 1732.2067, usercpu_time_millis: 66.708, usercpu_time_millis_testing: 0.845, usercpu_time_millis_training: 65.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8928, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1034.4052, mean_absolute_error: 0.1014, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8546, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.9025, scimark_benchmark: 1842.1577, usercpu_time_millis: 21.857, usercpu_time_millis_testing: 1.042, usercpu_time_millis_training: 20.815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8885, f_measure: 0.9287, kappa: 0.3053, kb_relative_information_score: -810.5209, mean_absolute_error: 0.0914, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9267, predictive_accuracy: 0.9408, prior_entropy: 0.3411, recall: 0.9408, relative_absolute_error: 0.771, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2149, root_relative_squared_error: 0.8835, scimark_benchmark: 1797.731, usercpu_time_millis: 57.871, usercpu_time_millis_testing: 0.501, usercpu_time_millis_training: 57.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.912, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -669.404, mean_absolute_error: 0.0968, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9296, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.8162, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2115, root_relative_squared_error: 0.8697, scimark_benchmark: 1821.5235, usercpu_time_millis: 21.737, usercpu_time_millis_testing: 1.99, usercpu_time_millis_training: 19.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9157, f_measure: 0.923, kappa: 0.2043, kb_relative_information_score: -664.1238, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9372, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.793, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.8508, scimark_benchmark: 1869.5084, usercpu_time_millis: 11.168, usercpu_time_millis_testing: 0.73, usercpu_time_millis_training: 10.438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.917, f_measure: 0.9222, kappa: 0.1949, kb_relative_information_score: -630.8492, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9364, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7882, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.8495, scimark_benchmark: 1739.9602, usercpu_time_millis: 35.687, usercpu_time_millis_testing: 2.743, usercpu_time_millis_training: 32.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8299, f_measure: 0.9063, kb_relative_information_score: -1376.7708, mean_absolute_error: 0.1094, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.922, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2306, root_relative_squared_error: 0.9482, scimark_benchmark: 1732.9774, usercpu_time_millis: 6.327, usercpu_time_millis_testing: 0.378, usercpu_time_millis_training: 5.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.9197, kappa: 0.1661, kb_relative_information_score: -851.8885, mean_absolute_error: 0.0968, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9337, predictive_accuracy: 0.9416, prior_entropy: 0.3411, recall: 0.9416, relative_absolute_error: 0.8162, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.211, root_relative_squared_error: 0.8676, scimark_benchmark: 1748.7606, usercpu_time_millis: 29.207, usercpu_time_millis_testing: 0.555, usercpu_time_millis_training: 28.652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8298, f_measure: 0.9063, kb_relative_information_score: -1422.9784, mean_absolute_error: 0.1087, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9164, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2293, root_relative_squared_error: 0.9429, scimark_benchmark: 2111.1486, usercpu_time_millis: 29.354, usercpu_time_millis_testing: 0.479, usercpu_time_millis_training: 28.875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8952, f_measure: 0.9166, kappa: 0.1277, kb_relative_information_score: -919.4754, mean_absolute_error: 0.0983, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9323, predictive_accuracy: 0.9404, prior_entropy: 0.3411, recall: 0.9404, relative_absolute_error: 0.8288, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.8722, scimark_benchmark: 1726.2364, usercpu_time_millis: 31.76, usercpu_time_millis_testing: 0.703, usercpu_time_millis_training: 31.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.9063, kb_relative_information_score: 3.7838, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9972, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1842.1577, usercpu_time_millis: 3.138, usercpu_time_millis_testing: 0.585, usercpu_time_millis_training: 2.553,

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