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: 0.9947, f_measure: 0.9671, kappa: 0.9191, kb_relative_information_score: 28732.2609, mean_absolute_error: 0.0749, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9671, predictive_accuracy: 0.9672, prior_entropy: 0.863, recall: 0.9672, relative_absolute_error: 0.1835, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1636, root_relative_squared_error: 0.3623, scimark_benchmark: 1264.4389, usercpu_time_millis: 761.953, usercpu_time_millis_testing: 32.097, usercpu_time_millis_training: 729.856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.965, kappa: 0.914, kb_relative_information_score: 28884.9471, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.965, predictive_accuracy: 0.9651, prior_entropy: 0.863, recall: 0.9651, relative_absolute_error: 0.1746, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1669, root_relative_squared_error: 0.3695, scimark_benchmark: 1275.1209, usercpu_time_millis: 1831.373, usercpu_time_millis_testing: 70.906, usercpu_time_millis_training: 1760.467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9441, kappa: 0.8617, kb_relative_information_score: 25559.0776, mean_absolute_error: 0.1142, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9444, predictive_accuracy: 0.9447, prior_entropy: 0.863, recall: 0.9447, relative_absolute_error: 0.2799, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.4606, scimark_benchmark: 1272.3107, usercpu_time_millis: 835.864, usercpu_time_millis_testing: 28.978, usercpu_time_millis_training: 806.886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9501, kappa: 0.877, kb_relative_information_score: 26515.4521, mean_absolute_error: 0.1011, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9501, predictive_accuracy: 0.9504, prior_entropy: 0.863, recall: 0.9504, relative_absolute_error: 0.2477, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.4399, scimark_benchmark: 1287.7723, usercpu_time_millis: 815.852, usercpu_time_millis_testing: 21.095, usercpu_time_millis_training: 794.757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9381, kappa: 0.8468, kb_relative_information_score: 25381.2065, mean_absolute_error: 0.1142, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9384, predictive_accuracy: 0.9389, prior_entropy: 0.863, recall: 0.9389, relative_absolute_error: 0.2798, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2161, root_relative_squared_error: 0.4784, scimark_benchmark: 1290.3588, usercpu_time_millis: 1541.576, usercpu_time_millis_testing: 61.248, usercpu_time_millis_training: 1480.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9472, kappa: 0.8696, kb_relative_information_score: 26173.5456, mean_absolute_error: 0.1054, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9472, predictive_accuracy: 0.9476, prior_entropy: 0.863, recall: 0.9476, relative_absolute_error: 0.2582, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2027, root_relative_squared_error: 0.4488, scimark_benchmark: 1253.392, usercpu_time_millis: 3874.988, usercpu_time_millis_testing: 87.501, usercpu_time_millis_training: 3787.487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9629, kappa: 0.9089, kb_relative_information_score: 28687.3351, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9629, predictive_accuracy: 0.963, prior_entropy: 0.863, recall: 0.963, relative_absolute_error: 0.1793, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1717, root_relative_squared_error: 0.3801, scimark_benchmark: 1299.4295, usercpu_time_millis: 3236.106, usercpu_time_millis_testing: 82.209, usercpu_time_millis_training: 3153.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9401, kappa: 0.851, kb_relative_information_score: 21401.8746, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9413, predictive_accuracy: 0.9412, prior_entropy: 0.863, recall: 0.9412, relative_absolute_error: 0.4233, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2427, root_relative_squared_error: 0.5374, scimark_benchmark: 1287.389, usercpu_time_millis: 1292.637, usercpu_time_millis_testing: 78.047, usercpu_time_millis_training: 1214.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.964, kappa: 0.9116, kb_relative_information_score: 28764.1242, mean_absolute_error: 0.0726, 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: 0.178, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1691, root_relative_squared_error: 0.3743, scimark_benchmark: 1327.7533, usercpu_time_millis: 1591.058, usercpu_time_millis_testing: 61.591, usercpu_time_millis_training: 1529.467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9541, kappa: 0.8873, kb_relative_information_score: 27473.1251, mean_absolute_error: 0.0875, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.954, predictive_accuracy: 0.9542, prior_entropy: 0.863, recall: 0.9542, relative_absolute_error: 0.2145, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1902, root_relative_squared_error: 0.4211, scimark_benchmark: 1263.2635, usercpu_time_millis: 3261.503, usercpu_time_millis_testing: 51.982, usercpu_time_millis_training: 3209.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9358, kappa: 0.8408, kb_relative_information_score: 24807.7347, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9364, predictive_accuracy: 0.9367, prior_entropy: 0.863, recall: 0.9367, relative_absolute_error: 0.3004, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2204, root_relative_squared_error: 0.4879, scimark_benchmark: 1300.2409, usercpu_time_millis: 2595.173, usercpu_time_millis_testing: 77.954, usercpu_time_millis_training: 2517.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9498, kappa: 0.8763, kb_relative_information_score: 26580.1405, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9498, predictive_accuracy: 0.9501, prior_entropy: 0.863, recall: 0.9501, relative_absolute_error: 0.2444, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1992, root_relative_squared_error: 0.441, scimark_benchmark: 1309.2879, usercpu_time_millis: 2638.587, usercpu_time_millis_testing: 61.026, usercpu_time_millis_training: 2577.561,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9657, kappa: 0.9157, kb_relative_information_score: 29209.2367, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9656, predictive_accuracy: 0.9657, prior_entropy: 0.863, recall: 0.9657, relative_absolute_error: 0.1633, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.164, root_relative_squared_error: 0.3631, scimark_benchmark: 1262.4981, usercpu_time_millis: 2988.821, usercpu_time_millis_testing: 63.312, usercpu_time_millis_training: 2925.509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9561, kappa: 0.8916, kb_relative_information_score: 26428.0176, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9563, predictive_accuracy: 0.9564, prior_entropy: 0.863, recall: 0.9564, relative_absolute_error: 0.2594, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.191, root_relative_squared_error: 0.4228, scimark_benchmark: 1274.698, usercpu_time_millis: 196.446, usercpu_time_millis_testing: 10.571, usercpu_time_millis_training: 185.875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9681, kappa: 0.9218, kb_relative_information_score: 29589.7735, mean_absolute_error: 0.062, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9681, predictive_accuracy: 0.9682, prior_entropy: 0.863, recall: 0.9682, relative_absolute_error: 0.1518, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1576, root_relative_squared_error: 0.3489, scimark_benchmark: 1262.556, usercpu_time_millis: 1181.987, usercpu_time_millis_testing: 23.957, usercpu_time_millis_training: 1158.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.9362, kappa: 0.8418, kb_relative_information_score: 24849.5019, mean_absolute_error: 0.122, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9368, predictive_accuracy: 0.9371, prior_entropy: 0.863, recall: 0.9371, relative_absolute_error: 0.299, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.22, root_relative_squared_error: 0.487, scimark_benchmark: 1285.3609, usercpu_time_millis: 684.38, usercpu_time_millis_testing: 26.115, usercpu_time_millis_training: 658.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.965, kappa: 0.9141, kb_relative_information_score: 29068.7356, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.965, predictive_accuracy: 0.9651, prior_entropy: 0.863, recall: 0.9651, relative_absolute_error: 0.168, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1653, root_relative_squared_error: 0.366, scimark_benchmark: 1273.4881, usercpu_time_millis: 1896.215, usercpu_time_millis_testing: 41.336, usercpu_time_millis_training: 1854.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9571, kappa: 0.8946, kb_relative_information_score: 27496.275, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9571, predictive_accuracy: 0.9573, prior_entropy: 0.863, recall: 0.9573, relative_absolute_error: 0.2177, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1854, root_relative_squared_error: 0.4104, scimark_benchmark: 1266.1046, usercpu_time_millis: 1475.311, usercpu_time_millis_testing: 44.989, usercpu_time_millis_training: 1430.322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9407, kappa: 0.8534, kb_relative_information_score: 25899.6988, mean_absolute_error: 0.107, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9408, predictive_accuracy: 0.9412, prior_entropy: 0.863, recall: 0.9412, relative_absolute_error: 0.2623, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.4653, scimark_benchmark: 1324.6709, usercpu_time_millis: 551.495, usercpu_time_millis_testing: 11.127, usercpu_time_millis_training: 540.368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9601, kappa: 0.902, kb_relative_information_score: 27983.54, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9601, predictive_accuracy: 0.9603, prior_entropy: 0.863, recall: 0.9603, relative_absolute_error: 0.2033, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1783, root_relative_squared_error: 0.3948, scimark_benchmark: 1272.9096, usercpu_time_millis: 3274.21, usercpu_time_millis_testing: 95.749, usercpu_time_millis_training: 3178.461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9669, kappa: 0.9187, kb_relative_information_score: 29953.5714, mean_absolute_error: 0.0552, 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: 0.1354, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1611, root_relative_squared_error: 0.3566, scimark_benchmark: 1261.944, usercpu_time_millis: 91.289, usercpu_time_millis_testing: 4.427, usercpu_time_millis_training: 86.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9623, kappa: 0.9074, kb_relative_information_score: 28736.1036, mean_absolute_error: 0.0721, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9622, predictive_accuracy: 0.9623, prior_entropy: 0.863, recall: 0.9623, relative_absolute_error: 0.1768, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.172, root_relative_squared_error: 0.3807, scimark_benchmark: 1229.102, usercpu_time_millis: 6183.442, usercpu_time_millis_testing: 90.824, usercpu_time_millis_training: 6092.618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9435, kappa: 0.8598, kb_relative_information_score: 23261.7065, mean_absolute_error: 0.1476, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9441, predictive_accuracy: 0.9443, prior_entropy: 0.863, recall: 0.9443, relative_absolute_error: 0.3618, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2256, root_relative_squared_error: 0.4993, scimark_benchmark: 1333.4441, usercpu_time_millis: 786.165, usercpu_time_millis_testing: 39.129, usercpu_time_millis_training: 747.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9633, kappa: 0.9099, kb_relative_information_score: 28852.3234, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9633, predictive_accuracy: 0.9634, prior_entropy: 0.863, recall: 0.9634, relative_absolute_error: 0.1741, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1695, root_relative_squared_error: 0.3752, scimark_benchmark: 1304.0135, usercpu_time_millis: 2975.706, usercpu_time_millis_testing: 77.009, usercpu_time_millis_training: 2898.697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9649, kappa: 0.914, kb_relative_information_score: 29230.3091, mean_absolute_error: 0.0661, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9649, predictive_accuracy: 0.965, prior_entropy: 0.863, recall: 0.965, relative_absolute_error: 0.1619, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1646, root_relative_squared_error: 0.3644, scimark_benchmark: 1316.4653, usercpu_time_millis: 4699.051, usercpu_time_millis_testing: 66.743, usercpu_time_millis_training: 4632.308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9604, kappa: 0.9026, kb_relative_information_score: 27803.3865, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9604, predictive_accuracy: 0.9606, prior_entropy: 0.863, recall: 0.9606, relative_absolute_error: 0.2119, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1777, root_relative_squared_error: 0.3935, scimark_benchmark: 1273.0944, usercpu_time_millis: 1705.888, usercpu_time_millis_testing: 82.882, usercpu_time_millis_training: 1623.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.9152, kappa: 0.7861, kb_relative_information_score: 17843.4478, mean_absolute_error: 0.2209, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.922, predictive_accuracy: 0.9186, prior_entropy: 0.863, recall: 0.9186, relative_absolute_error: 0.5412, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2771, root_relative_squared_error: 0.6135, scimark_benchmark: 1270.4369, usercpu_time_millis: 732.808, usercpu_time_millis_testing: 61.454, usercpu_time_millis_training: 671.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9642, kappa: 0.9119, kb_relative_information_score: 28748.2392, mean_absolute_error: 0.0733, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9641, predictive_accuracy: 0.9643, prior_entropy: 0.863, recall: 0.9643, relative_absolute_error: 0.1795, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1681, root_relative_squared_error: 0.372, scimark_benchmark: 1323.8086, usercpu_time_millis: 430.724, usercpu_time_millis_testing: 19.316, usercpu_time_millis_training: 411.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.972, f_measure: 0.9238, kappa: 0.8112, kb_relative_information_score: 20073.6309, mean_absolute_error: 0.1854, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9239, predictive_accuracy: 0.9247, prior_entropy: 0.863, recall: 0.9247, relative_absolute_error: 0.4542, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2619, root_relative_squared_error: 0.5798, scimark_benchmark: 1295.8549, usercpu_time_millis: 7185.74, usercpu_time_millis_testing: 0.816, usercpu_time_millis_training: 7184.924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9416, kappa: 0.8557, kb_relative_information_score: 25923.7564, mean_absolute_error: 0.1072, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9417, predictive_accuracy: 0.9421, prior_entropy: 0.863, recall: 0.9421, relative_absolute_error: 0.2627, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.209, root_relative_squared_error: 0.4626, scimark_benchmark: 1281.0967, usercpu_time_millis: 1883.651, usercpu_time_millis_testing: 37.934, usercpu_time_millis_training: 1845.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9462, kappa: 0.8676, kb_relative_information_score: 26617.2033, mean_absolute_error: 0.098, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9462, predictive_accuracy: 0.9465, prior_entropy: 0.863, recall: 0.9465, relative_absolute_error: 0.2402, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2019, root_relative_squared_error: 0.4469, scimark_benchmark: 1323.5334, usercpu_time_millis: 2181.11, usercpu_time_millis_testing: 30.191, usercpu_time_millis_training: 2150.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9609, kappa: 0.9038, kb_relative_information_score: 28234.5712, mean_absolute_error: 0.0797, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9608, predictive_accuracy: 0.961, prior_entropy: 0.863, recall: 0.961, relative_absolute_error: 0.1954, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1756, root_relative_squared_error: 0.3887, scimark_benchmark: 1265.5476, usercpu_time_millis: 172.679, usercpu_time_millis_testing: 9.063, usercpu_time_millis_training: 163.616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9408, kappa: 0.8534, kb_relative_information_score: 24998.3888, mean_absolute_error: 0.1216, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9412, predictive_accuracy: 0.9415, prior_entropy: 0.863, recall: 0.9415, relative_absolute_error: 0.298, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.214, root_relative_squared_error: 0.4738, scimark_benchmark: 1264.9645, usercpu_time_millis: 400.505, usercpu_time_millis_testing: 18.257, usercpu_time_millis_training: 382.248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9208, kappa: 0.8007, kb_relative_information_score: 18368.5531, mean_absolute_error: 0.2141, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9263, predictive_accuracy: 0.9236, prior_entropy: 0.863, recall: 0.9236, relative_absolute_error: 0.5247, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2717, root_relative_squared_error: 0.6014, scimark_benchmark: 1268.3295, usercpu_time_millis: 296.931, usercpu_time_millis_testing: 19.924, usercpu_time_millis_training: 277.007,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9543, kappa: 0.8879, kb_relative_information_score: 27490.5133, mean_absolute_error: 0.0874, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9543, predictive_accuracy: 0.9544, prior_entropy: 0.863, recall: 0.9544, relative_absolute_error: 0.2142, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1897, root_relative_squared_error: 0.42, scimark_benchmark: 1323.0494, usercpu_time_millis: 4233.608, usercpu_time_millis_testing: 78.464, usercpu_time_millis_training: 4155.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.9246, kappa: 0.8134, kb_relative_information_score: 20011.6143, mean_absolute_error: 0.1865, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9247, predictive_accuracy: 0.9255, prior_entropy: 0.863, recall: 0.9255, relative_absolute_error: 0.4569, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2613, root_relative_squared_error: 0.5785, scimark_benchmark: 1271.6679, usercpu_time_millis: 5433.794, usercpu_time_millis_testing: 0.827, usercpu_time_millis_training: 5432.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.966, kappa: 0.9165, kb_relative_information_score: 29075.9999, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.966, predictive_accuracy: 0.9661, prior_entropy: 0.863, recall: 0.9661, relative_absolute_error: 0.1687, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.3633, scimark_benchmark: 1232.9269, usercpu_time_millis: 963.65, usercpu_time_millis_testing: 31.759, usercpu_time_millis_training: 931.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.951, kappa: 0.8793, kb_relative_information_score: 26805.6534, mean_absolute_error: 0.097, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.951, predictive_accuracy: 0.9513, prior_entropy: 0.863, recall: 0.9513, relative_absolute_error: 0.2378, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1963, root_relative_squared_error: 0.4346, scimark_benchmark: 1243.0347, usercpu_time_millis: 906.494, usercpu_time_millis_testing: 38.006, usercpu_time_millis_training: 868.488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.962, kappa: 0.9065, kb_relative_information_score: 28425.7706, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9619, predictive_accuracy: 0.9621, prior_entropy: 0.863, recall: 0.9621, relative_absolute_error: 0.1898, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1726, root_relative_squared_error: 0.382, scimark_benchmark: 1248.1115, usercpu_time_millis: 241.936, usercpu_time_millis_testing: 17.401, usercpu_time_millis_training: 224.535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9676, kappa: 0.9205, kb_relative_information_score: 29653.501, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9676, predictive_accuracy: 0.9676, prior_entropy: 0.863, recall: 0.9676, relative_absolute_error: 0.1489, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1591, root_relative_squared_error: 0.3522, scimark_benchmark: 1241.2618, usercpu_time_millis: 2476.496, usercpu_time_millis_testing: 23.602, usercpu_time_millis_training: 2452.894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9443, kappa: 0.862, kb_relative_information_score: 25158.8719, mean_absolute_error: 0.1205, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9446, predictive_accuracy: 0.9449, prior_entropy: 0.863, recall: 0.9449, relative_absolute_error: 0.2953, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.4648, scimark_benchmark: 1245.1192, usercpu_time_millis: 2108.072, usercpu_time_millis_testing: 70.627, usercpu_time_millis_training: 2037.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9491, kappa: 0.8749, kb_relative_information_score: 27037.1494, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.949, predictive_accuracy: 0.9491, prior_entropy: 0.863, recall: 0.9491, relative_absolute_error: 0.2264, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1984, root_relative_squared_error: 0.4391, scimark_benchmark: 1218.6555, usercpu_time_millis: 905.173, usercpu_time_millis_testing: 16.589, usercpu_time_millis_training: 888.584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.939, kappa: 0.8493, kb_relative_information_score: 25856.4153, mean_absolute_error: 0.1066, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9391, predictive_accuracy: 0.9395, prior_entropy: 0.863, recall: 0.9395, relative_absolute_error: 0.2613, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2128, root_relative_squared_error: 0.471, scimark_benchmark: 1206.3477, usercpu_time_millis: 1671.108, usercpu_time_millis_testing: 18.499, usercpu_time_millis_training: 1652.609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9631, kappa: 0.9093, kb_relative_information_score: 28700.2679, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.963, predictive_accuracy: 0.9632, prior_entropy: 0.863, recall: 0.9632, relative_absolute_error: 0.1798, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1701, root_relative_squared_error: 0.3766, scimark_benchmark: 1255.9676, usercpu_time_millis: 2199.435, usercpu_time_millis_testing: 54.222, usercpu_time_millis_training: 2145.213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9532, kappa: 0.8848, kb_relative_information_score: 26960.3232, mean_absolute_error: 0.0951, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9531, predictive_accuracy: 0.9533, prior_entropy: 0.863, recall: 0.9533, relative_absolute_error: 0.233, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1937, root_relative_squared_error: 0.4288, scimark_benchmark: 1224.6487, usercpu_time_millis: 575.368, usercpu_time_millis_testing: 16.731, usercpu_time_millis_training: 558.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9617, kappa: 0.906, kb_relative_information_score: 28452.5189, mean_absolute_error: 0.0764, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9617, predictive_accuracy: 0.9618, prior_entropy: 0.863, recall: 0.9618, relative_absolute_error: 0.1873, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1739, root_relative_squared_error: 0.3849, scimark_benchmark: 1230.9964, usercpu_time_millis: 3060.379, usercpu_time_millis_testing: 89.251, usercpu_time_millis_training: 2971.128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9818, f_measure: 0.934, kappa: 0.8364, kb_relative_information_score: 25279.3717, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9344, predictive_accuracy: 0.9349, prior_entropy: 0.863, recall: 0.9349, relative_absolute_error: 0.2794, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2212, root_relative_squared_error: 0.4896, scimark_benchmark: 1211.1531, usercpu_time_millis: 64.297, usercpu_time_millis_testing: 3.302, usercpu_time_millis_training: 60.995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9623, kappa: 0.9074, kb_relative_information_score: 29209.5149, mean_absolute_error: 0.065, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9622, predictive_accuracy: 0.9624, prior_entropy: 0.863, recall: 0.9624, relative_absolute_error: 0.1592, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1704, root_relative_squared_error: 0.3773, scimark_benchmark: 1204.4786, usercpu_time_millis: 74.872, usercpu_time_millis_testing: 4.04, usercpu_time_millis_training: 70.832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9679, kappa: 0.9212, kb_relative_information_score: 30065.1654, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9679, predictive_accuracy: 0.9679, prior_entropy: 0.863, recall: 0.9679, relative_absolute_error: 0.1349, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1552, root_relative_squared_error: 0.3435, scimark_benchmark: 1298.6757, usercpu_time_millis: 6987.23, usercpu_time_millis_testing: 23.118, usercpu_time_millis_training: 6964.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.966, kappa: 0.9167, kb_relative_information_score: 29722.0337, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.966, predictive_accuracy: 0.9661, prior_entropy: 0.863, recall: 0.9661, relative_absolute_error: 0.1445, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1628, root_relative_squared_error: 0.3604, scimark_benchmark: 1277.244, usercpu_time_millis: 10936.942, usercpu_time_millis_testing: 34.138, usercpu_time_millis_training: 10902.804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9402, kappa: 0.8521, kb_relative_information_score: 25930.4539, mean_absolute_error: 0.1061, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9402, predictive_accuracy: 0.9407, prior_entropy: 0.863, recall: 0.9407, relative_absolute_error: 0.26, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.4668, scimark_benchmark: 1239.3622, usercpu_time_millis: 1884.347, usercpu_time_millis_testing: 26.62, usercpu_time_millis_training: 1857.727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9249, kappa: 0.8123, kb_relative_information_score: 24443.1127, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9275, predictive_accuracy: 0.9269, prior_entropy: 0.863, recall: 0.9269, relative_absolute_error: 0.3072, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2283, root_relative_squared_error: 0.5054, scimark_benchmark: 1235.13, usercpu_time_millis: 1959.097, usercpu_time_millis_testing: 23.568, usercpu_time_millis_training: 1935.529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9395, kappa: 0.8502, kb_relative_information_score: 25218.5421, mean_absolute_error: 0.1175, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9398, predictive_accuracy: 0.9402, prior_entropy: 0.863, recall: 0.9402, relative_absolute_error: 0.288, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.475, scimark_benchmark: 1232.3791, usercpu_time_millis: 1967.507, usercpu_time_millis_testing: 60.585, usercpu_time_millis_training: 1906.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9429, kappa: 0.8586, kb_relative_information_score: 25030.3038, mean_absolute_error: 0.1223, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9433, predictive_accuracy: 0.9436, prior_entropy: 0.863, recall: 0.9436, relative_absolute_error: 0.2997, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2116, root_relative_squared_error: 0.4683, scimark_benchmark: 1240.1513, usercpu_time_millis: 1115.048, usercpu_time_millis_testing: 65.35, usercpu_time_millis_training: 1049.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9673, kappa: 0.9197, kb_relative_information_score: 29432.9122, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9673, predictive_accuracy: 0.9674, prior_entropy: 0.863, recall: 0.9674, relative_absolute_error: 0.1567, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1602, root_relative_squared_error: 0.3546, scimark_benchmark: 1253.6762, usercpu_time_millis: 3253.968, usercpu_time_millis_testing: 66.734, usercpu_time_millis_training: 3187.234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9522, kappa: 0.882, kb_relative_information_score: 26517.4696, mean_absolute_error: 0.1021, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9523, predictive_accuracy: 0.9525, prior_entropy: 0.863, recall: 0.9525, relative_absolute_error: 0.2503, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1957, root_relative_squared_error: 0.4332, scimark_benchmark: 1216.7273, usercpu_time_millis: 2414.678, usercpu_time_millis_testing: 91.328, usercpu_time_millis_training: 2323.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9702, kappa: 0.9269, kb_relative_information_score: 30175.2873, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9702, predictive_accuracy: 0.9702, prior_entropy: 0.863, recall: 0.9702, relative_absolute_error: 0.1321, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1512, root_relative_squared_error: 0.3347, scimark_benchmark: 1254.3961, usercpu_time_millis: 3243.798, usercpu_time_millis_testing: 44.175, usercpu_time_millis_training: 3199.623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9651, kappa: 0.9144, kb_relative_information_score: 29192.001, mean_absolute_error: 0.0666, 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: 0.1631, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1659, root_relative_squared_error: 0.3672, scimark_benchmark: 1222.9085, usercpu_time_millis: 4850.519, usercpu_time_millis_testing: 75.483, usercpu_time_millis_training: 4775.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9382, kappa: 0.847, kb_relative_information_score: 25068.9955, mean_absolute_error: 0.1194, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9386, predictive_accuracy: 0.939, prior_entropy: 0.863, recall: 0.939, relative_absolute_error: 0.2927, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2161, root_relative_squared_error: 0.4785, scimark_benchmark: 1294.8698, usercpu_time_millis: 1665.449, usercpu_time_millis_testing: 40.048, usercpu_time_millis_training: 1625.401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9477, kappa: 0.8706, kb_relative_information_score: 25023.1106, mean_absolute_error: 0.1237, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9481, predictive_accuracy: 0.9483, prior_entropy: 0.863, recall: 0.9483, relative_absolute_error: 0.3031, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.4614, scimark_benchmark: 1295.4382, usercpu_time_millis: 1677.551, usercpu_time_millis_testing: 62.783, usercpu_time_millis_training: 1614.768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9558, kappa: 0.8914, kb_relative_information_score: 27459.6367, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9558, predictive_accuracy: 0.956, prior_entropy: 0.863, recall: 0.956, relative_absolute_error: 0.2176, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1872, root_relative_squared_error: 0.4145, scimark_benchmark: 1273.4211, usercpu_time_millis: 1086.398, usercpu_time_millis_testing: 32.165, usercpu_time_millis_training: 1054.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9696, kappa: 0.9255, kb_relative_information_score: 29853.6855, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9696, predictive_accuracy: 0.9697, prior_entropy: 0.863, recall: 0.9697, relative_absolute_error: 0.1435, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1534, root_relative_squared_error: 0.3397, scimark_benchmark: 1291.5678, usercpu_time_millis: 945.921, usercpu_time_millis_testing: 24.41, usercpu_time_millis_training: 921.511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9406, kappa: 0.8529, kb_relative_information_score: 25565.0842, mean_absolute_error: 0.1125, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9408, predictive_accuracy: 0.9412, prior_entropy: 0.863, recall: 0.9412, relative_absolute_error: 0.2758, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.4695, scimark_benchmark: 1281.2696, usercpu_time_millis: 1545.168, usercpu_time_millis_testing: 72.09, usercpu_time_millis_training: 1473.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9614, kappa: 0.9052, kb_relative_information_score: 28431.4444, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9614, predictive_accuracy: 0.9615, prior_entropy: 0.863, recall: 0.9615, relative_absolute_error: 0.1876, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1749, root_relative_squared_error: 0.3872, scimark_benchmark: 1239.6711, usercpu_time_millis: 1990.931, usercpu_time_millis_testing: 77.876, usercpu_time_millis_training: 1913.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9589, kappa: 0.8988, kb_relative_information_score: 29118.3734, mean_absolute_error: 0.0671, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9589, predictive_accuracy: 0.9591, prior_entropy: 0.863, recall: 0.9591, relative_absolute_error: 0.1644, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1784, root_relative_squared_error: 0.3949, scimark_benchmark: 1297.9099, usercpu_time_millis: 18050.39, usercpu_time_millis_testing: 61.135, usercpu_time_millis_training: 17989.255,
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: 0.9927, f_measure: 0.9617, kappa: 0.9057, kb_relative_information_score: 28270.5721, mean_absolute_error: 0.0793, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9616, predictive_accuracy: 0.9618, prior_entropy: 0.863, recall: 0.9618, relative_absolute_error: 0.1943, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1746, root_relative_squared_error: 0.3866, scimark_benchmark: 1237.0612, usercpu_time_millis: 3076.922, usercpu_time_millis_testing: 95.465, usercpu_time_millis_training: 2981.457,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs