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: 0.9, f_measure: 0.9232, kappa: 0.2102, kb_relative_information_score: -849.7605, mean_absolute_error: 0.0958, 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: 0.8078, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.8616, scimark_benchmark: 1295.4803, usercpu_time_millis: 494.035, usercpu_time_millis_testing: 5.046, usercpu_time_millis_training: 488.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8896, f_measure: 0.9195, kappa: 0.1646, kb_relative_information_score: -901.927, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9313, predictive_accuracy: 0.9412, prior_entropy: 0.3411, recall: 0.9412, relative_absolute_error: 0.82, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2122, root_relative_squared_error: 0.8726, scimark_benchmark: 1298.5465, usercpu_time_millis: 47.277, usercpu_time_millis_testing: 0.979, usercpu_time_millis_training: 46.298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9025, f_measure: 0.9267, kappa: 0.2565, kb_relative_information_score: -797.5496, mean_absolute_error: 0.0933, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.933, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7866, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.8569, scimark_benchmark: 1288.2563, usercpu_time_millis: 331.978, usercpu_time_millis_testing: 2.586, usercpu_time_millis_training: 329.392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9057, f_measure: 0.9265, kappa: 0.2515, kb_relative_information_score: -675.1088, mean_absolute_error: 0.0927, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9349, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7814, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.856, scimark_benchmark: 1289.1521, usercpu_time_millis: 18.452, usercpu_time_millis_testing: 0.567, usercpu_time_millis_training: 17.885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9105, f_measure: 0.926, kappa: 0.2445, kb_relative_information_score: -673.7388, mean_absolute_error: 0.0933, 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: 0.7863, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.8507, scimark_benchmark: 1283.5576, usercpu_time_millis: 51.935, usercpu_time_millis_testing: 1.978, usercpu_time_millis_training: 49.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9037, f_measure: 0.9253, kappa: 0.232, kb_relative_information_score: -768.461, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9394, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.7975, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.8567, scimark_benchmark: 1292.2138, usercpu_time_millis: 314.966, usercpu_time_millis_testing: 5.295, usercpu_time_millis_training: 309.671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8986, f_measure: 0.9244, kappa: 0.2304, kb_relative_information_score: -806.0676, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9305, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7904, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2093, root_relative_squared_error: 0.8607, scimark_benchmark: 1269.5731, usercpu_time_millis: 164.697, usercpu_time_millis_testing: 1.806, usercpu_time_millis_training: 162.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8722, f_measure: 0.9104, kappa: 0.0538, kb_relative_information_score: -1135.461, mean_absolute_error: 0.1035, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9188, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8724, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2182, root_relative_squared_error: 0.8972, scimark_benchmark: 1285.4586, usercpu_time_millis: 9.567, usercpu_time_millis_testing: 0.514, usercpu_time_millis_training: 9.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.905, f_measure: 0.9255, kappa: 0.2409, kb_relative_information_score: -748.1824, mean_absolute_error: 0.0933, 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: 0.7865, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.208, root_relative_squared_error: 0.8554, scimark_benchmark: 1292.2294, usercpu_time_millis: 311.175, usercpu_time_millis_testing: 5.57, usercpu_time_millis_training: 305.605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8909, f_measure: 0.9302, kappa: 0.3183, kb_relative_information_score: -776.8862, mean_absolute_error: 0.0916, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9293, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.772, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2123, root_relative_squared_error: 0.873, scimark_benchmark: 1274.2504, usercpu_time_millis: 775.479, usercpu_time_millis_testing: 6.055, usercpu_time_millis_training: 769.424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.897, f_measure: 0.9219, kappa: 0.1932, kb_relative_information_score: -842.8154, mean_absolute_error: 0.0966, 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: 0.8148, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2112, root_relative_squared_error: 0.8684, scimark_benchmark: 1298.1074, usercpu_time_millis: 283.165, usercpu_time_millis_testing: 5.118, usercpu_time_millis_training: 278.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8984, f_measure: 0.9205, kappa: 0.1758, kb_relative_information_score: -812.0093, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9347, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.8148, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.21, root_relative_squared_error: 0.8633, scimark_benchmark: 1295.6321, usercpu_time_millis: 54.822, usercpu_time_millis_testing: 1.897, usercpu_time_millis_training: 52.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9047, f_measure: 0.9237, kappa: 0.2215, kb_relative_information_score: -738.3007, mean_absolute_error: 0.093, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9295, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.7841, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.8536, scimark_benchmark: 1290.2811, usercpu_time_millis: 323.347, usercpu_time_millis_testing: 4.705, usercpu_time_millis_training: 318.642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9145, f_measure: 0.9214, kappa: 0.1854, kb_relative_information_score: -621.3082, mean_absolute_error: 0.0936, 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: 0.7888, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.8548, scimark_benchmark: 1278.5643, usercpu_time_millis: 39.674, usercpu_time_millis_testing: 2.69, usercpu_time_millis_training: 36.984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9097, f_measure: 0.9263, kappa: 0.2463, kb_relative_information_score: -643.974, mean_absolute_error: 0.0927, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9372, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.7817, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2074, root_relative_squared_error: 0.8529, scimark_benchmark: 1299.4731, usercpu_time_millis: 162.613, usercpu_time_millis_testing: 5.671, usercpu_time_millis_training: 156.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9036, f_measure: 0.9237, kappa: 0.2215, kb_relative_information_score: -804.9377, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9295, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.7911, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.8578, scimark_benchmark: 1277.6421, usercpu_time_millis: 553.832, usercpu_time_millis_testing: 4.639, usercpu_time_millis_training: 549.193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8981, f_measure: 0.9227, kappa: 0.2026, kb_relative_information_score: -828.7129, mean_absolute_error: 0.0962, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9351, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.8107, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2106, root_relative_squared_error: 0.8658, scimark_benchmark: 1299.2658, usercpu_time_millis: 77.463, usercpu_time_millis_testing: 1.57, usercpu_time_millis_training: 75.893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9001, f_measure: 0.924, kappa: 0.2194, kb_relative_information_score: -840.4469, mean_absolute_error: 0.0956, 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: 0.806, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2092, root_relative_squared_error: 0.86, scimark_benchmark: 1299.3016, usercpu_time_millis: 136.842, usercpu_time_millis_testing: 1.547, usercpu_time_millis_training: 135.295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9056, f_measure: 0.9265, kappa: 0.2515, kb_relative_information_score: -754.247, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9349, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7881, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.8538, scimark_benchmark: 1280.1145, usercpu_time_millis: 376.417, usercpu_time_millis_testing: 5.011, usercpu_time_millis_training: 371.406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, f_measure: 0.9262, kappa: 0.2497, kb_relative_information_score: -679.9963, mean_absolute_error: 0.0928, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9335, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7824, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.8539, scimark_benchmark: 1296.6427, usercpu_time_millis: 237.346, usercpu_time_millis_testing: 6.209, usercpu_time_millis_training: 231.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8976, f_measure: 0.923, kappa: 0.2043, kb_relative_information_score: -867.475, mean_absolute_error: 0.0964, 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: 0.8128, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2105, root_relative_squared_error: 0.8653, scimark_benchmark: 1284.141, usercpu_time_millis: 253.636, usercpu_time_millis_testing: 2.855, usercpu_time_millis_training: 250.781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9063, f_measure: 0.9258, kappa: 0.2392, kb_relative_information_score: -723.4286, mean_absolute_error: 0.0942, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9383, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.7945, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2078, root_relative_squared_error: 0.8543, scimark_benchmark: 1286.3208, usercpu_time_millis: 117.044, usercpu_time_millis_testing: 3.09, usercpu_time_millis_training: 113.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9039, f_measure: 0.9178, kappa: 0.145, kb_relative_information_score: -798.9231, mean_absolute_error: 0.0959, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.929, predictive_accuracy: 0.9404, prior_entropy: 0.3411, recall: 0.9404, relative_absolute_error: 0.8087, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.8647, scimark_benchmark: 1277.4875, usercpu_time_millis: 17.395, usercpu_time_millis_testing: 1.149, usercpu_time_millis_training: 16.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9027, f_measure: 0.9263, kappa: 0.2577, kb_relative_information_score: -742.7361, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9293, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.781, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.8583, scimark_benchmark: 1290.1345, usercpu_time_millis: 181.133, usercpu_time_millis_testing: 2.412, usercpu_time_millis_training: 178.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8836, f_measure: 0.9303, kappa: 0.3219, kb_relative_information_score: -736.4262, mean_absolute_error: 0.0907, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9288, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.7649, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2115, root_relative_squared_error: 0.8694, scimark_benchmark: 1279.7091, usercpu_time_millis: 34.898, usercpu_time_millis_testing: 1.01, usercpu_time_millis_training: 33.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8992, f_measure: 0.9245, kappa: 0.2267, kb_relative_information_score: -787.5413, mean_absolute_error: 0.095, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.934, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.8005, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.8622, scimark_benchmark: 1277.2852, usercpu_time_millis: 238.02, usercpu_time_millis_testing: 3.333, usercpu_time_millis_training: 234.687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9002, f_measure: 0.9219, kappa: 0.1932, kb_relative_information_score: -845.4005, mean_absolute_error: 0.0958, 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: 0.8074, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.862, scimark_benchmark: 1293.2113, usercpu_time_millis: 421.327, usercpu_time_millis_testing: 4.586, usercpu_time_millis_training: 416.741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9025, f_measure: 0.9237, kappa: 0.2215, kb_relative_information_score: -774.1108, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9295, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.7881, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.8557, scimark_benchmark: 1286.2315, usercpu_time_millis: 216.255, usercpu_time_millis_testing: 2.808, usercpu_time_millis_training: 213.447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9054, f_measure: 0.9274, kappa: 0.265, kb_relative_information_score: -673.3584, mean_absolute_error: 0.0921, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9338, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7761, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2078, root_relative_squared_error: 0.8543, scimark_benchmark: 1281.5029, usercpu_time_millis: 328.665, usercpu_time_millis_testing: 7.264, usercpu_time_millis_training: 321.401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.9245, kappa: 0.2267, kb_relative_information_score: -838.4485, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.934, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.8074, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2094, root_relative_squared_error: 0.8608, scimark_benchmark: 1296.4785, usercpu_time_millis: 139.878, usercpu_time_millis_testing: 1.725, usercpu_time_millis_training: 138.153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9058, f_measure: 0.9245, kappa: 0.2267, kb_relative_information_score: -751.5645, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.934, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2078, root_relative_squared_error: 0.8542, scimark_benchmark: 1274.0958, usercpu_time_millis: 256.484, usercpu_time_millis_testing: 4.246, usercpu_time_millis_training: 252.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9054, f_measure: 0.9283, kappa: 0.2781, kb_relative_information_score: -700.2759, mean_absolute_error: 0.0918, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9331, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.774, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.208, root_relative_squared_error: 0.8554, scimark_benchmark: 1290.8103, usercpu_time_millis: 191.645, usercpu_time_millis_testing: 2.554, usercpu_time_millis_training: 189.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8977, f_measure: 0.9255, kappa: 0.2409, kb_relative_information_score: -856.9313, mean_absolute_error: 0.095, 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: 0.8012, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.863, scimark_benchmark: 1296.2842, usercpu_time_millis: 158.129, usercpu_time_millis_testing: 1.336, usercpu_time_millis_training: 156.793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8953, f_measure: 0.9267, kappa: 0.2565, kb_relative_information_score: -741.9999, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.933, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7934, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.8628, scimark_benchmark: 1286.7965, usercpu_time_millis: 8.968, usercpu_time_millis_testing: 0.328, usercpu_time_millis_training: 8.64,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8926, f_measure: 0.9197, kappa: 0.1661, kb_relative_information_score: -943.5641, mean_absolute_error: 0.0986, 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: 0.8312, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2123, root_relative_squared_error: 0.8728, scimark_benchmark: 1295.8904, usercpu_time_millis: 183.985, usercpu_time_millis_testing: 4.374, usercpu_time_millis_training: 179.611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.9216, kappa: 0.187, kb_relative_information_score: -911.8587, mean_absolute_error: 0.0979, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.938, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.8255, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.8707, scimark_benchmark: 1278.1001, usercpu_time_millis: 290.138, usercpu_time_millis_testing: 5.454, usercpu_time_millis_training: 284.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.92, kappa: 0.1676, kb_relative_information_score: -871.7347, mean_absolute_error: 0.0974, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9364, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.8209, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.8673, scimark_benchmark: 1290.1419, usercpu_time_millis: 191.473, usercpu_time_millis_testing: 3.777, usercpu_time_millis_training: 187.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.925, kappa: 0.2302, kb_relative_information_score: -850.0862, mean_absolute_error: 0.0957, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9375, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.8068, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.862, scimark_benchmark: 1282.3918, usercpu_time_millis: 105.004, usercpu_time_millis_testing: 1.393, usercpu_time_millis_training: 103.611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9031, f_measure: 0.9246, kappa: 0.2357, kb_relative_information_score: -791.4019, mean_absolute_error: 0.0933, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9289, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.7869, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2083, root_relative_squared_error: 0.8565, scimark_benchmark: 1291.9596, usercpu_time_millis: 528.095, usercpu_time_millis_testing: 4.855, usercpu_time_millis_training: 523.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.924, kappa: 0.2194, kb_relative_information_score: -762.6204, mean_absolute_error: 0.0949, 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: 0.8002, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.8576, scimark_benchmark: 1273.7015, usercpu_time_millis: 115.135, usercpu_time_millis_testing: 2.701, usercpu_time_millis_training: 112.434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9049, f_measure: 0.9267, kappa: 0.2565, kb_relative_information_score: -762.3335, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.933, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.208, root_relative_squared_error: 0.8551, scimark_benchmark: 1293.8389, usercpu_time_millis: 155.216, usercpu_time_millis_testing: 2.184, usercpu_time_millis_training: 153.032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8623, f_measure: 0.9104, kappa: 0.0538, kb_relative_information_score: -1212.5294, mean_absolute_error: 0.1044, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9188, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8804, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2197, root_relative_squared_error: 0.9034, scimark_benchmark: 1284.4615, usercpu_time_millis: 35.758, usercpu_time_millis_testing: 1.369, usercpu_time_millis_training: 34.389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8939, f_measure: 0.9122, kappa: 0.0755, kb_relative_information_score: -890.9214, mean_absolute_error: 0.0993, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9243, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.8375, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2136, root_relative_squared_error: 0.8783, scimark_benchmark: 1296.2259, usercpu_time_millis: 44.88, usercpu_time_millis_testing: 3.293, usercpu_time_millis_training: 41.587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9026, f_measure: 0.9248, kappa: 0.2284, kb_relative_information_score: -772.435, mean_absolute_error: 0.0945, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9357, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7966, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.8581, scimark_benchmark: 1297.4995, usercpu_time_millis: 103.931, usercpu_time_millis_testing: 1.912, usercpu_time_millis_training: 102.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.902, f_measure: 0.9243, kappa: 0.2211, kb_relative_information_score: -810.442, mean_absolute_error: 0.0956, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9367, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.8064, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.8599, scimark_benchmark: 1284.0408, usercpu_time_millis: 216.068, usercpu_time_millis_testing: 3.636, usercpu_time_millis_training: 212.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.896, f_measure: 0.9175, kappa: 0.1378, kb_relative_information_score: -886.7788, mean_absolute_error: 0.0982, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9335, predictive_accuracy: 0.9408, prior_entropy: 0.3411, recall: 0.9408, relative_absolute_error: 0.8276, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.872, scimark_benchmark: 1287.0756, usercpu_time_millis: 86.721, usercpu_time_millis_testing: 2.849, usercpu_time_millis_training: 83.872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8992, f_measure: 0.9277, kappa: 0.2744, kb_relative_information_score: -693.4848, mean_absolute_error: 0.0911, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.931, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7677, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.8579, scimark_benchmark: 1284.7272, usercpu_time_millis: 214.814, usercpu_time_millis_testing: 2.694, usercpu_time_millis_training: 212.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9025, f_measure: 0.9249, kappa: 0.2374, kb_relative_information_score: -735.7542, mean_absolute_error: 0.0931, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9301, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7853, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.8573, scimark_benchmark: 1268.2542, usercpu_time_millis: 175.646, usercpu_time_millis_testing: 2.367, usercpu_time_millis_training: 173.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.897, f_measure: 0.9318, kappa: 0.3315, kb_relative_information_score: -723.7654, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9321, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7626, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2106, root_relative_squared_error: 0.866, scimark_benchmark: 1289.9116, usercpu_time_millis: 172.404, usercpu_time_millis_testing: 2.452, usercpu_time_millis_training: 169.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9092, f_measure: 0.9267, kappa: 0.2565, kb_relative_information_score: -653.5988, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.933, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7758, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.207, root_relative_squared_error: 0.8511, scimark_benchmark: 1297.2491, usercpu_time_millis: 58.61, usercpu_time_millis_testing: 2.008, usercpu_time_millis_training: 56.602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9036, f_measure: 0.9262, kappa: 0.2497, kb_relative_information_score: -745.7661, mean_absolute_error: 0.0934, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9335, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7873, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.858, scimark_benchmark: 1289.4862, usercpu_time_millis: 262.279, usercpu_time_millis_testing: 3.541, usercpu_time_millis_training: 258.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9096, f_measure: 0.9181, kappa: 0.1464, kb_relative_information_score: -675.7184, mean_absolute_error: 0.0956, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9316, predictive_accuracy: 0.9408, prior_entropy: 0.3411, recall: 0.9408, relative_absolute_error: 0.8058, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.8622, scimark_benchmark: 1294.1095, usercpu_time_millis: 70.23, usercpu_time_millis_testing: 5.214, usercpu_time_millis_training: 65.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9017, f_measure: 0.9214, kappa: 0.1854, kb_relative_information_score: -766.249, mean_absolute_error: 0.0957, 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: 0.8065, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.21, root_relative_squared_error: 0.8636, scimark_benchmark: 1292.1261, usercpu_time_millis: 131.069, usercpu_time_millis_testing: 3.879, usercpu_time_millis_training: 127.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9135, f_measure: 0.9256, kappa: 0.2461, kb_relative_information_score: -578.9096, mean_absolute_error: 0.0907, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.931, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7651, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2061, root_relative_squared_error: 0.8475, scimark_benchmark: 1290.1442, usercpu_time_millis: 146.296, usercpu_time_millis_testing: 5.994, usercpu_time_millis_training: 140.302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8957, f_measure: 0.9181, kappa: 0.1464, kb_relative_information_score: -870.5192, mean_absolute_error: 0.0975, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9316, predictive_accuracy: 0.9408, prior_entropy: 0.3411, recall: 0.9408, relative_absolute_error: 0.8224, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2116, root_relative_squared_error: 0.87, scimark_benchmark: 1272.6489, usercpu_time_millis: 215.469, usercpu_time_millis_testing: 5.273, usercpu_time_millis_training: 210.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8919, f_measure: 0.9303, kappa: 0.3219, kb_relative_information_score: -778.7158, mean_absolute_error: 0.0914, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9288, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.7704, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.8773, scimark_benchmark: 1276.1615, usercpu_time_millis: 762.716, usercpu_time_millis_testing: 6.73, usercpu_time_millis_training: 755.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8989, f_measure: 0.9297, kappa: 0.305, kb_relative_information_score: -716.7187, mean_absolute_error: 0.0911, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9306, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7679, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.8619, scimark_benchmark: 1299.9151, usercpu_time_millis: 649.13, usercpu_time_millis_testing: 6.198, usercpu_time_millis_training: 642.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9022, f_measure: 0.9264, kappa: 0.2547, kb_relative_information_score: -694.3581, 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: 0.7743, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2083, root_relative_squared_error: 0.8564, scimark_benchmark: 1287.3286, usercpu_time_millis: 216.739, usercpu_time_millis_testing: 2.716, usercpu_time_millis_training: 214.023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9017, f_measure: 0.923, kappa: 0.2043, kb_relative_information_score: -841.4757, mean_absolute_error: 0.096, 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: 0.8092, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2094, root_relative_squared_error: 0.8608, scimark_benchmark: 1269.3466, usercpu_time_millis: 513.797, usercpu_time_millis_testing: 5.729, usercpu_time_millis_training: 508.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.909, f_measure: 0.9261, kappa: 0.2529, kb_relative_information_score: -708.9853, mean_absolute_error: 0.0925, 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: 0.7798, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.8507, scimark_benchmark: 1277.4842, usercpu_time_millis: 113.724, usercpu_time_millis_testing: 2.459, usercpu_time_millis_training: 111.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9083, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -728.2191, mean_absolute_error: 0.0981, 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: 0.8269, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2129, root_relative_squared_error: 0.8753, scimark_benchmark: 1291.4377, usercpu_time_millis: 44.934, usercpu_time_millis_testing: 3.73, usercpu_time_millis_training: 41.204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9097, f_measure: 0.9108, kappa: 0.0559, kb_relative_information_score: -747.4501, mean_absolute_error: 0.0982, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.932, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.8282, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2123, root_relative_squared_error: 0.873, scimark_benchmark: 1297.5823, usercpu_time_millis: 71.871, usercpu_time_millis_testing: 6.518, usercpu_time_millis_training: 65.353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9117, f_measure: 0.9262, kappa: 0.2497, kb_relative_information_score: -616.5987, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9335, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7744, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2068, root_relative_squared_error: 0.8502, scimark_benchmark: 1294.4466, usercpu_time_millis: 189.732, usercpu_time_millis_testing: 6.074, usercpu_time_millis_training: 183.658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.897, f_measure: 0.9149, kappa: 0.1071, kb_relative_information_score: -859.396, mean_absolute_error: 0.0982, 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: 0.8281, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2122, root_relative_squared_error: 0.8724, scimark_benchmark: 1297.2995, usercpu_time_millis: 90.779, usercpu_time_millis_testing: 3.568, usercpu_time_millis_training: 87.211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.909, f_measure: 0.9289, kappa: 0.293, kb_relative_information_score: -601.8689, mean_absolute_error: 0.09, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9306, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7586, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.207, root_relative_squared_error: 0.851, scimark_benchmark: 1300.1545, usercpu_time_millis: 42.77, usercpu_time_millis_testing: 0.949, usercpu_time_millis_training: 41.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9019, f_measure: 0.923, kappa: 0.2043, kb_relative_information_score: -787.9888, mean_absolute_error: 0.0955, 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: 0.8054, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2092, root_relative_squared_error: 0.86, scimark_benchmark: 1298.1125, usercpu_time_millis: 139.606, usercpu_time_millis_testing: 3.095, usercpu_time_millis_training: 136.511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9005, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -802.5786, mean_absolute_error: 0.1009, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9412, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8509, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2161, root_relative_squared_error: 0.8885, scimark_benchmark: 1272.0099, usercpu_time_millis: 22.294, usercpu_time_millis_testing: 2.024, usercpu_time_millis_training: 20.27,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8865, f_measure: 0.9157, kappa: 0.1175, kb_relative_information_score: -959.5389, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9311, predictive_accuracy: 0.94, prior_entropy: 0.3411, recall: 0.94, relative_absolute_error: 0.8376, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2144, root_relative_squared_error: 0.8816, scimark_benchmark: 1279.4722, usercpu_time_millis: 23.879, usercpu_time_millis_testing: 0.785, usercpu_time_millis_training: 23.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.904, f_measure: 0.9222, kappa: 0.1949, kb_relative_information_score: -758.4929, mean_absolute_error: 0.0953, 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: 0.8035, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.8579, scimark_benchmark: 1280.9368, usercpu_time_millis: 202.757, usercpu_time_millis_testing: 5.657, usercpu_time_millis_training: 197.1,

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