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: 0.99, f_measure: 0.9545, kappa: 0.8881, kb_relative_information_score: 27166.8627, mean_absolute_error: 0.0928, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9545, predictive_accuracy: 0.9547, prior_entropy: 0.863, recall: 0.9547, relative_absolute_error: 0.2273, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1904, root_relative_squared_error: 0.4215, scimark_benchmark: 1242.1097, usercpu_time_millis: 1528.124, usercpu_time_millis_testing: 57.85, usercpu_time_millis_training: 1470.274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9579, kappa: 0.8966, kb_relative_information_score: 27753.6097, mean_absolute_error: 0.0852, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9579, predictive_accuracy: 0.9581, prior_entropy: 0.863, recall: 0.9581, relative_absolute_error: 0.2088, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1829, root_relative_squared_error: 0.4049, scimark_benchmark: 1267.8387, usercpu_time_millis: 1024.127, usercpu_time_millis_testing: 28.147, usercpu_time_millis_training: 995.98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9563, kappa: 0.8929, kb_relative_information_score: 29375.8935, mean_absolute_error: 0.0598, 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: 0.1466, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1802, root_relative_squared_error: 0.3989, scimark_benchmark: 1731.3579, usercpu_time_millis: 206.349, usercpu_time_millis_testing: 205.855, usercpu_time_millis_training: 0.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.9038, kappa: 0.7567, kb_relative_information_score: 16588.0285, mean_absolute_error: 0.2346, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9126, predictive_accuracy: 0.9083, prior_entropy: 0.863, recall: 0.9083, relative_absolute_error: 0.575, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2902, root_relative_squared_error: 0.6424, scimark_benchmark: 1254.7912, usercpu_time_millis: 587.536, usercpu_time_millis_testing: 45.425, usercpu_time_millis_training: 542.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9583, kappa: 0.8976, kb_relative_information_score: 27850.6525, mean_absolute_error: 0.0836, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9583, predictive_accuracy: 0.9584, prior_entropy: 0.863, recall: 0.9584, relative_absolute_error: 0.2048, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1826, root_relative_squared_error: 0.4042, scimark_benchmark: 1256.5871, usercpu_time_millis: 3587.781, usercpu_time_millis_testing: 67.28, usercpu_time_millis_training: 3520.501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.94, kappa: 0.8511, kb_relative_information_score: 23073.9008, mean_absolute_error: 0.149, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9408, predictive_accuracy: 0.9409, prior_entropy: 0.863, recall: 0.9409, relative_absolute_error: 0.3651, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2291, root_relative_squared_error: 0.5071, scimark_benchmark: 1259.2503, usercpu_time_millis: 111.04, usercpu_time_millis_testing: 7.133, usercpu_time_millis_training: 103.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9465, kappa: 0.8676, kb_relative_information_score: 25244.9707, mean_absolute_error: 0.12, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9468, predictive_accuracy: 0.947, prior_entropy: 0.863, recall: 0.947, relative_absolute_error: 0.2942, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.4602, scimark_benchmark: 1332.2508, usercpu_time_millis: 890.692, usercpu_time_millis_testing: 65.193, usercpu_time_millis_training: 825.499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9601, kappa: 0.9021, kb_relative_information_score: 28497.9787, mean_absolute_error: 0.0749, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9601, predictive_accuracy: 0.9602, prior_entropy: 0.863, recall: 0.9602, relative_absolute_error: 0.1836, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1758, root_relative_squared_error: 0.3891, scimark_benchmark: 1290.8007, usercpu_time_millis: 2459.834, usercpu_time_millis_testing: 38.862, usercpu_time_millis_training: 2420.972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9661, kappa: 0.9169, kb_relative_information_score: 29331.2998, mean_absolute_error: 0.065, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9661, predictive_accuracy: 0.9662, prior_entropy: 0.863, recall: 0.9662, relative_absolute_error: 0.1594, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1626, root_relative_squared_error: 0.36, scimark_benchmark: 1300.4071, usercpu_time_millis: 2843.507, usercpu_time_millis_testing: 47.099, usercpu_time_millis_training: 2796.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.962, kappa: 0.9066, kb_relative_information_score: 28306.6526, mean_absolute_error: 0.079, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.962, predictive_accuracy: 0.9622, prior_entropy: 0.863, recall: 0.9622, relative_absolute_error: 0.1935, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.174, root_relative_squared_error: 0.3851, scimark_benchmark: 1316.8481, usercpu_time_millis: 2689.114, usercpu_time_millis_testing: 107.178, usercpu_time_millis_training: 2581.936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9325, kappa: 0.8322, kb_relative_information_score: 24753.3711, mean_absolute_error: 0.1221, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9333, predictive_accuracy: 0.9336, prior_entropy: 0.863, recall: 0.9336, relative_absolute_error: 0.2993, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2238, root_relative_squared_error: 0.4954, scimark_benchmark: 1308.684, usercpu_time_millis: 1452.807, usercpu_time_millis_testing: 39.463, usercpu_time_millis_training: 1413.344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9374, kappa: 0.8448, kb_relative_information_score: 24839.2134, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.938, predictive_accuracy: 0.9383, prior_entropy: 0.863, recall: 0.9383, relative_absolute_error: 0.3007, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2186, root_relative_squared_error: 0.4839, scimark_benchmark: 1281.5659, usercpu_time_millis: 1525.649, usercpu_time_millis_testing: 57.719, usercpu_time_millis_training: 1467.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9577, kappa: 0.8954, kb_relative_information_score: 25816.3414, mean_absolute_error: 0.1163, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9581, predictive_accuracy: 0.9581, prior_entropy: 0.863, recall: 0.9581, relative_absolute_error: 0.2849, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1931, root_relative_squared_error: 0.4275, scimark_benchmark: 1309.5475, usercpu_time_millis: 653, usercpu_time_millis_testing: 35.144, usercpu_time_millis_training: 617.856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9551, kappa: 0.8889, kb_relative_information_score: 25156.9154, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9555, predictive_accuracy: 0.9556, prior_entropy: 0.863, recall: 0.9556, relative_absolute_error: 0.3058, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2008, root_relative_squared_error: 0.4445, scimark_benchmark: 1327.1379, usercpu_time_millis: 644.22, usercpu_time_millis_testing: 45.934, usercpu_time_millis_training: 598.286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.96, kappa: 0.9016, kb_relative_information_score: 27987.8344, mean_absolute_error: 0.0825, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9599, predictive_accuracy: 0.9601, prior_entropy: 0.863, recall: 0.9601, relative_absolute_error: 0.2022, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1789, root_relative_squared_error: 0.396, scimark_benchmark: 1328.6255, usercpu_time_millis: 2062.54, usercpu_time_millis_testing: 47.398, usercpu_time_millis_training: 2015.142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9682, kappa: 0.9219, kb_relative_information_score: 29549.4297, mean_absolute_error: 0.0625, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9682, predictive_accuracy: 0.9683, prior_entropy: 0.863, recall: 0.9683, relative_absolute_error: 0.1532, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1579, root_relative_squared_error: 0.3496, scimark_benchmark: 1254.1123, usercpu_time_millis: 160.467, usercpu_time_millis_testing: 7.293, usercpu_time_millis_training: 153.174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9575, kappa: 0.8952, kb_relative_information_score: 26522.1471, mean_absolute_error: 0.1047, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9577, predictive_accuracy: 0.9578, prior_entropy: 0.863, recall: 0.9578, relative_absolute_error: 0.2567, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.419, scimark_benchmark: 1250.0691, usercpu_time_millis: 1027.681, usercpu_time_millis_testing: 80.588, usercpu_time_millis_training: 947.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9546, kappa: 0.8885, kb_relative_information_score: 27509.6869, mean_absolute_error: 0.0872, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9545, predictive_accuracy: 0.9547, prior_entropy: 0.863, recall: 0.9547, relative_absolute_error: 0.2138, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1896, root_relative_squared_error: 0.4196, scimark_benchmark: 1259.2115, usercpu_time_millis: 1183.124, usercpu_time_millis_testing: 35.808, usercpu_time_millis_training: 1147.316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9399, kappa: 0.8512, kb_relative_information_score: 25193.2572, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9401, predictive_accuracy: 0.9405, prior_entropy: 0.863, recall: 0.9405, relative_absolute_error: 0.2898, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.4724, scimark_benchmark: 1276.3927, usercpu_time_millis: 71.546, usercpu_time_millis_testing: 4.595, usercpu_time_millis_training: 66.951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9677, kappa: 0.9208, kb_relative_information_score: 29329.8996, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9677, predictive_accuracy: 0.9678, prior_entropy: 0.863, recall: 0.9678, relative_absolute_error: 0.1615, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1591, root_relative_squared_error: 0.3523, scimark_benchmark: 1255.0059, usercpu_time_millis: 1263.949, usercpu_time_millis_testing: 38.43, usercpu_time_millis_training: 1225.519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9257, kappa: 0.8134, kb_relative_information_score: 18933.837, mean_absolute_error: 0.2075, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9305, predictive_accuracy: 0.9282, prior_entropy: 0.863, recall: 0.9282, relative_absolute_error: 0.5085, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2657, root_relative_squared_error: 0.5882, scimark_benchmark: 1309.7519, usercpu_time_millis: 83.007, usercpu_time_millis_testing: 5.967, usercpu_time_millis_training: 77.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9613, kappa: 0.905, kb_relative_information_score: 28423.9891, mean_absolute_error: 0.0768, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9613, predictive_accuracy: 0.9614, prior_entropy: 0.863, recall: 0.9614, relative_absolute_error: 0.1881, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1741, root_relative_squared_error: 0.3855, scimark_benchmark: 1291.178, usercpu_time_millis: 1030.032, usercpu_time_millis_testing: 22.366, usercpu_time_millis_training: 1007.666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.946, kappa: 0.867, kb_relative_information_score: 26451.0085, mean_absolute_error: 0.1006, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.946, predictive_accuracy: 0.9464, prior_entropy: 0.863, recall: 0.9464, relative_absolute_error: 0.2464, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2036, root_relative_squared_error: 0.4506, scimark_benchmark: 1303.9197, usercpu_time_millis: 2034.182, usercpu_time_millis_testing: 75.906, usercpu_time_millis_training: 1958.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9527, kappa: 0.8831, kb_relative_information_score: 26151.5891, mean_absolute_error: 0.1081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9528, predictive_accuracy: 0.9531, prior_entropy: 0.863, recall: 0.9531, relative_absolute_error: 0.2648, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1974, root_relative_squared_error: 0.437, scimark_benchmark: 1244.9005, usercpu_time_millis: 1852.657, usercpu_time_millis_testing: 80.581, usercpu_time_millis_training: 1772.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9623, kappa: 0.9074, kb_relative_information_score: 28527.0109, mean_absolute_error: 0.0755, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9623, predictive_accuracy: 0.9624, prior_entropy: 0.863, recall: 0.9624, relative_absolute_error: 0.1851, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1722, root_relative_squared_error: 0.3812, scimark_benchmark: 1252.9266, usercpu_time_millis: 5460.113, usercpu_time_millis_testing: 106.094, usercpu_time_millis_training: 5354.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.919, kappa: 0.7961, kb_relative_information_score: 18350.5287, mean_absolute_error: 0.214, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9247, predictive_accuracy: 0.922, prior_entropy: 0.863, recall: 0.922, relative_absolute_error: 0.5244, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2723, root_relative_squared_error: 0.6028, scimark_benchmark: 1308.3783, usercpu_time_millis: 118.497, usercpu_time_millis_testing: 7.767, usercpu_time_millis_training: 110.73,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9645, kappa: 0.9128, kb_relative_information_score: 28977.778, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9645, predictive_accuracy: 0.9646, prior_entropy: 0.863, recall: 0.9646, relative_absolute_error: 0.1711, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1663, root_relative_squared_error: 0.3683, scimark_benchmark: 1334.7006, usercpu_time_millis: 1298.51, usercpu_time_millis_testing: 44.153, usercpu_time_millis_training: 1254.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9563, kappa: 0.8926, kb_relative_information_score: 27599.0074, mean_absolute_error: 0.0864, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9562, predictive_accuracy: 0.9564, prior_entropy: 0.863, recall: 0.9564, relative_absolute_error: 0.2118, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1868, root_relative_squared_error: 0.4136, scimark_benchmark: 1289.2727, usercpu_time_millis: 1707.16, usercpu_time_millis_testing: 36.25, usercpu_time_millis_training: 1670.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9503, kappa: 0.878, kb_relative_information_score: 26979.0289, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9502, predictive_accuracy: 0.9504, prior_entropy: 0.863, recall: 0.9504, relative_absolute_error: 0.2294, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.4365, scimark_benchmark: 1263.7004, usercpu_time_millis: 2403.946, usercpu_time_millis_testing: 41.482, usercpu_time_millis_training: 2362.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.952, kappa: 0.8811, kb_relative_information_score: 24472.9788, mean_absolute_error: 0.133, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9526, predictive_accuracy: 0.9526, prior_entropy: 0.863, recall: 0.9526, relative_absolute_error: 0.3259, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.4643, scimark_benchmark: 1313.2884, usercpu_time_millis: 122.149, usercpu_time_millis_testing: 6.889, usercpu_time_millis_training: 115.26,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9464, kappa: 0.8677, kb_relative_information_score: 26346.4087, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9464, predictive_accuracy: 0.9467, prior_entropy: 0.863, recall: 0.9467, relative_absolute_error: 0.2509, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.4498, scimark_benchmark: 1317.5005, usercpu_time_millis: 1350.234, usercpu_time_millis_testing: 47.105, usercpu_time_millis_training: 1303.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9532, kappa: 0.8844, kb_relative_information_score: 26284.6946, mean_absolute_error: 0.1063, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9533, predictive_accuracy: 0.9535, prior_entropy: 0.863, recall: 0.9535, relative_absolute_error: 0.2605, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.196, root_relative_squared_error: 0.4338, scimark_benchmark: 1326.4356, usercpu_time_millis: 2210.397, usercpu_time_millis_testing: 99.532, usercpu_time_millis_training: 2110.865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.9208, kappa: 0.8007, kb_relative_information_score: 18252.9029, mean_absolute_error: 0.2165, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9266, predictive_accuracy: 0.9237, prior_entropy: 0.863, recall: 0.9237, relative_absolute_error: 0.5304, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.6034, scimark_benchmark: 1317.9495, usercpu_time_millis: 467.792, usercpu_time_millis_testing: 40.362, usercpu_time_millis_training: 427.43,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9454, kappa: 0.8644, kb_relative_information_score: 23036.0438, mean_absolute_error: 0.1518, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9462, predictive_accuracy: 0.9462, prior_entropy: 0.863, recall: 0.9462, relative_absolute_error: 0.3721, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2256, root_relative_squared_error: 0.4995, scimark_benchmark: 1278.7065, usercpu_time_millis: 941.415, usercpu_time_millis_testing: 54.617, usercpu_time_millis_training: 886.798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9474, kappa: 0.8699, kb_relative_information_score: 25783.1484, mean_absolute_error: 0.1118, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9476, predictive_accuracy: 0.9479, prior_entropy: 0.863, recall: 0.9479, relative_absolute_error: 0.2739, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2042, root_relative_squared_error: 0.4521, scimark_benchmark: 1303.5545, usercpu_time_millis: 2415.793, usercpu_time_millis_testing: 69.144, usercpu_time_millis_training: 2346.649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9627, kappa: 0.9084, kb_relative_information_score: 28612.6778, mean_absolute_error: 0.0744, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9627, predictive_accuracy: 0.9628, prior_entropy: 0.863, recall: 0.9628, relative_absolute_error: 0.1823, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.172, root_relative_squared_error: 0.3808, scimark_benchmark: 1270.8506, usercpu_time_millis: 612.367, usercpu_time_millis_testing: 23.155, usercpu_time_millis_training: 589.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9305, kappa: 0.827, kb_relative_information_score: 24352.8466, mean_absolute_error: 0.1282, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9318, predictive_accuracy: 0.9318, prior_entropy: 0.863, recall: 0.9318, relative_absolute_error: 0.3142, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.226, root_relative_squared_error: 0.5004, scimark_benchmark: 1245.8027, usercpu_time_millis: 2070.73, usercpu_time_millis_testing: 63.75, usercpu_time_millis_training: 2006.98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9348, kappa: 0.8366, kb_relative_information_score: 19703.5495, mean_absolute_error: 0.1993, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9385, predictive_accuracy: 0.9366, prior_entropy: 0.863, recall: 0.9366, relative_absolute_error: 0.4884, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2565, root_relative_squared_error: 0.5679, scimark_benchmark: 1274.9636, usercpu_time_millis: 1235.901, usercpu_time_millis_testing: 87.039, usercpu_time_millis_training: 1148.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9422, kappa: 0.8567, kb_relative_information_score: 25021.5228, mean_absolute_error: 0.1218, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9426, predictive_accuracy: 0.9429, prior_entropy: 0.863, recall: 0.9429, relative_absolute_error: 0.2984, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2127, root_relative_squared_error: 0.4709, scimark_benchmark: 1293.0261, usercpu_time_millis: 2886.085, usercpu_time_millis_testing: 80.27, usercpu_time_millis_training: 2805.815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9448, kappa: 0.8632, kb_relative_information_score: 24855.6833, mean_absolute_error: 0.1252, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9452, predictive_accuracy: 0.9454, prior_entropy: 0.863, recall: 0.9454, relative_absolute_error: 0.3068, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2119, root_relative_squared_error: 0.4692, scimark_benchmark: 1297.4796, usercpu_time_millis: 1351.2, usercpu_time_millis_testing: 48.915, usercpu_time_millis_training: 1302.285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9534, kappa: 0.8847, kb_relative_information_score: 25564.8364, mean_absolute_error: 0.1174, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9537, predictive_accuracy: 0.9538, prior_entropy: 0.863, recall: 0.9538, relative_absolute_error: 0.2876, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2006, root_relative_squared_error: 0.4441, scimark_benchmark: 1301.4888, usercpu_time_millis: 300.769, usercpu_time_millis_testing: 16.977, usercpu_time_millis_training: 283.792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9324, kappa: 0.8319, kb_relative_information_score: 24057.6734, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9335, predictive_accuracy: 0.9336, prior_entropy: 0.863, recall: 0.9336, relative_absolute_error: 0.3268, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.226, root_relative_squared_error: 0.5002, scimark_benchmark: 1326.2919, usercpu_time_millis: 1322.505, usercpu_time_millis_testing: 43.5, usercpu_time_millis_training: 1279.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9606, kappa: 0.9031, kb_relative_information_score: 28334.2896, mean_absolute_error: 0.0777, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9605, predictive_accuracy: 0.9607, prior_entropy: 0.863, recall: 0.9607, relative_absolute_error: 0.1905, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.3891, scimark_benchmark: 1260.3392, usercpu_time_millis: 4148.486, usercpu_time_millis_testing: 76.251, usercpu_time_millis_training: 4072.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9508, kappa: 0.8792, kb_relative_information_score: 26985.352, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9507, predictive_accuracy: 0.9509, prior_entropy: 0.863, recall: 0.9509, relative_absolute_error: 0.2295, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1969, root_relative_squared_error: 0.436, scimark_benchmark: 1291.8803, usercpu_time_millis: 693.745, usercpu_time_millis_testing: 14.592, usercpu_time_millis_training: 679.153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9617, kappa: 0.9059, kb_relative_information_score: 28353.8661, mean_absolute_error: 0.0784, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9617, predictive_accuracy: 0.9619, prior_entropy: 0.863, recall: 0.9619, relative_absolute_error: 0.192, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1734, root_relative_squared_error: 0.3838, scimark_benchmark: 1291.3211, usercpu_time_millis: 663.217, usercpu_time_millis_testing: 33.135, usercpu_time_millis_training: 630.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9495, kappa: 0.8752, kb_relative_information_score: 25681.4679, mean_absolute_error: 0.1143, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9498, predictive_accuracy: 0.95, prior_entropy: 0.863, recall: 0.95, relative_absolute_error: 0.2801, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2029, root_relative_squared_error: 0.4491, scimark_benchmark: 1257.4949, usercpu_time_millis: 738.779, usercpu_time_millis_testing: 31.289, usercpu_time_millis_training: 707.49,
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: 0.9785, f_measure: 0.9538, kappa: 0.8866, kb_relative_information_score: 29898.528, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9537, predictive_accuracy: 0.9538, prior_entropy: 0.863, recall: 0.9538, relative_absolute_error: 0.1262, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1882, root_relative_squared_error: 0.4165, scimark_benchmark: 1044.6066, usercpu_time_millis: 402.311, usercpu_time_millis_testing: 401.614, usercpu_time_millis_training: 0.697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9572, kappa: 0.895, kb_relative_information_score: 29567.3271, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9572, predictive_accuracy: 0.9573, prior_entropy: 0.863, recall: 0.9573, relative_absolute_error: 0.1393, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.181, root_relative_squared_error: 0.4007, scimark_benchmark: 1047.554, usercpu_time_millis: 435.545, usercpu_time_millis_testing: 434.621, usercpu_time_millis_training: 0.924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9571, kappa: 0.8947, kb_relative_information_score: 29500.7362, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.957, predictive_accuracy: 0.9571, prior_entropy: 0.863, recall: 0.9571, relative_absolute_error: 0.1419, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.3996, scimark_benchmark: 1205.0109, usercpu_time_millis: 439.775, usercpu_time_millis_testing: 438.881, usercpu_time_millis_training: 0.894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9563, kappa: 0.8927, kb_relative_information_score: 29142.1922, mean_absolute_error: 0.0632, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9562, predictive_accuracy: 0.9563, prior_entropy: 0.863, recall: 0.9563, relative_absolute_error: 0.1548, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1808, root_relative_squared_error: 0.4002, scimark_benchmark: 1046.4323, usercpu_time_millis: 457.869, usercpu_time_millis_testing: 457.01, usercpu_time_millis_training: 0.859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9563, kappa: 0.8927, kb_relative_information_score: 29142.1922, mean_absolute_error: 0.0632, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9562, predictive_accuracy: 0.9563, prior_entropy: 0.863, recall: 0.9563, relative_absolute_error: 0.1548, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1808, root_relative_squared_error: 0.4002, scimark_benchmark: 1116.8939, usercpu_time_millis: 470.345, usercpu_time_millis_testing: 469.485, usercpu_time_millis_training: 0.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9563, kappa: 0.8928, kb_relative_information_score: 29087.5359, mean_absolute_error: 0.0639, 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: 0.1567, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1811, root_relative_squared_error: 0.4008, scimark_benchmark: 1118.1124, usercpu_time_millis: 511.877, usercpu_time_millis_testing: 510.97, usercpu_time_millis_training: 0.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9563, kappa: 0.8928, kb_relative_information_score: 29087.5359, mean_absolute_error: 0.0639, 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: 0.1567, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1811, root_relative_squared_error: 0.4008, scimark_benchmark: 1718.2275, usercpu_time_millis: 278.645, usercpu_time_millis_testing: 278.108, usercpu_time_millis_training: 0.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9537, kappa: 0.8864, kb_relative_information_score: 28634.2626, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9536, predictive_accuracy: 0.9537, prior_entropy: 0.863, recall: 0.9537, relative_absolute_error: 0.1717, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1843, root_relative_squared_error: 0.4081, scimark_benchmark: 1840.3077, usercpu_time_millis: 299.657, usercpu_time_millis_testing: 299.131, usercpu_time_millis_training: 0.526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9536, kappa: 0.8861, kb_relative_information_score: 28557.2695, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9535, predictive_accuracy: 0.9536, prior_entropy: 0.863, recall: 0.9536, relative_absolute_error: 0.1741, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.185, root_relative_squared_error: 0.4096, scimark_benchmark: 1703.6114, usercpu_time_millis: 345.935, usercpu_time_millis_testing: 345.346, usercpu_time_millis_training: 0.589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9599, kappa: 0.9014, kb_relative_information_score: 28218.1412, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9598, predictive_accuracy: 0.96, prior_entropy: 0.863, recall: 0.96, relative_absolute_error: 0.1938, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1781, root_relative_squared_error: 0.3943, scimark_benchmark: 1287.897, usercpu_time_millis: 1112.582, usercpu_time_millis_testing: 37.621, usercpu_time_millis_training: 1074.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9589, kappa: 0.899, kb_relative_information_score: 28176.6275, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9588, predictive_accuracy: 0.959, prior_entropy: 0.863, recall: 0.959, relative_absolute_error: 0.1946, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.3971, scimark_benchmark: 1313.2931, usercpu_time_millis: 2249.129, usercpu_time_millis_testing: 74.598, usercpu_time_millis_training: 2174.531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.957, kappa: 0.8945, kb_relative_information_score: 29639.1611, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9569, predictive_accuracy: 0.957, prior_entropy: 0.863, recall: 0.957, relative_absolute_error: 0.1365, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1818, root_relative_squared_error: 0.4024, scimark_benchmark: 1193.8825, usercpu_time_millis: 431.302, usercpu_time_millis_testing: 430.612, usercpu_time_millis_training: 0.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9552, kappa: 0.8902, kb_relative_information_score: 28936.6073, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9552, predictive_accuracy: 0.9553, prior_entropy: 0.863, recall: 0.9553, relative_absolute_error: 0.1618, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.182, root_relative_squared_error: 0.4029, scimark_benchmark: 1197.4697, usercpu_time_millis: 534.524, usercpu_time_millis_testing: 533.622, usercpu_time_millis_training: 0.902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9535, kappa: 0.886, kb_relative_information_score: 28595.3673, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9535, predictive_accuracy: 0.9536, prior_entropy: 0.863, recall: 0.9536, relative_absolute_error: 0.1729, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1847, root_relative_squared_error: 0.4089, scimark_benchmark: 1067.2641, usercpu_time_millis: 553.977, usercpu_time_millis_testing: 553.078, usercpu_time_millis_training: 0.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9563, kappa: 0.8927, kb_relative_information_score: 29256.3885, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9562, predictive_accuracy: 0.9563, prior_entropy: 0.863, recall: 0.9563, relative_absolute_error: 0.1509, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1803, root_relative_squared_error: 0.3992, scimark_benchmark: 1214.1903, usercpu_time_millis: 481.503, usercpu_time_millis_testing: 480.614, usercpu_time_millis_training: 0.889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9699, kappa: 0.926, kb_relative_information_score: 29402.0603, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9699, predictive_accuracy: 0.97, prior_entropy: 0.863, recall: 0.97, relative_absolute_error: 0.1615, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.155, root_relative_squared_error: 0.3431, scimark_benchmark: 1256.1251, usercpu_time_millis: 608.373, usercpu_time_millis_testing: 24.765, usercpu_time_millis_training: 583.608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9563, kappa: 0.8929, kb_relative_information_score: 29375.8935, mean_absolute_error: 0.0598, 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: 0.1466, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1802, root_relative_squared_error: 0.3989, scimark_benchmark: 1040.2361, usercpu_time_millis: 469.47, usercpu_time_millis_testing: 468.548, usercpu_time_millis_training: 0.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9552, kappa: 0.8902, kb_relative_information_score: 28936.6073, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9552, predictive_accuracy: 0.9553, prior_entropy: 0.863, recall: 0.9553, relative_absolute_error: 0.1618, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.182, root_relative_squared_error: 0.4029, scimark_benchmark: 1110.2427, usercpu_time_millis: 485.598, usercpu_time_millis_testing: 484.748, usercpu_time_millis_training: 0.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9551, kappa: 0.8898, kb_relative_information_score: 28889.5254, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.955, predictive_accuracy: 0.9551, prior_entropy: 0.863, recall: 0.9551, relative_absolute_error: 0.1633, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1823, root_relative_squared_error: 0.4036, scimark_benchmark: 1040.562, usercpu_time_millis: 511.844, usercpu_time_millis_testing: 510.946, usercpu_time_millis_training: 0.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.953, kappa: 0.8848, kb_relative_information_score: 28519.9706, mean_absolute_error: 0.0716, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.953, predictive_accuracy: 0.9531, prior_entropy: 0.863, recall: 0.9531, relative_absolute_error: 0.1753, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1854, root_relative_squared_error: 0.4103, scimark_benchmark: 1042.4492, usercpu_time_millis: 531.967, usercpu_time_millis_testing: 531.117, usercpu_time_millis_training: 0.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.953, kappa: 0.8848, kb_relative_information_score: 28519.9706, mean_absolute_error: 0.0716, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.953, predictive_accuracy: 0.9531, prior_entropy: 0.863, recall: 0.9531, relative_absolute_error: 0.1753, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1854, root_relative_squared_error: 0.4103, scimark_benchmark: 1834.6199, usercpu_time_millis: 315.294, usercpu_time_millis_testing: 314.769, usercpu_time_millis_training: 0.525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9542, kappa: 0.8877, kb_relative_information_score: 28799.4281, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9542, predictive_accuracy: 0.9542, prior_entropy: 0.863, recall: 0.9542, relative_absolute_error: 0.1663, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.183, root_relative_squared_error: 0.4051, scimark_benchmark: 1721.3501, usercpu_time_millis: 322.925, usercpu_time_millis_testing: 322.351, usercpu_time_millis_training: 0.574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.9251, kappa: 0.8128, kb_relative_information_score: 24103.0633, mean_absolute_error: 0.1312, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9274, predictive_accuracy: 0.9269, prior_entropy: 0.863, recall: 0.9269, relative_absolute_error: 0.3216, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2292, root_relative_squared_error: 0.5073, scimark_benchmark: 1281.0651, usercpu_time_millis: 1185.189, usercpu_time_millis_testing: 41.641, usercpu_time_millis_training: 1143.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9411, kappa: 0.8543, kb_relative_information_score: 25616.7471, mean_absolute_error: 0.1121, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9414, predictive_accuracy: 0.9418, prior_entropy: 0.863, recall: 0.9418, relative_absolute_error: 0.2746, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.4669, scimark_benchmark: 1264.7556, usercpu_time_millis: 310.648, usercpu_time_millis_testing: 13.668, usercpu_time_millis_training: 296.98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.9213, kappa: 0.8018, kb_relative_information_score: 18361.8261, mean_absolute_error: 0.2147, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9268, predictive_accuracy: 0.9241, prior_entropy: 0.863, recall: 0.9241, relative_absolute_error: 0.5262, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2716, root_relative_squared_error: 0.6012, scimark_benchmark: 1283.4966, usercpu_time_millis: 1035.991, usercpu_time_millis_testing: 67.26, usercpu_time_millis_training: 968.731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9518, kappa: 0.8812, kb_relative_information_score: 26651.1126, mean_absolute_error: 0.0996, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9518, predictive_accuracy: 0.9521, prior_entropy: 0.863, recall: 0.9521, relative_absolute_error: 0.244, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.196, root_relative_squared_error: 0.434, scimark_benchmark: 1288.3784, usercpu_time_millis: 4129.481, usercpu_time_millis_testing: 97.952, usercpu_time_millis_training: 4031.529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9592, kappa: 0.8998, kb_relative_information_score: 28191.8018, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9591, predictive_accuracy: 0.9592, prior_entropy: 0.863, recall: 0.9592, relative_absolute_error: 0.1931, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1795, root_relative_squared_error: 0.3975, scimark_benchmark: 1252.268, usercpu_time_millis: 2626.767, usercpu_time_millis_testing: 38.502, usercpu_time_millis_training: 2588.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9274, kappa: 0.8192, kb_relative_information_score: 22435.8099, mean_absolute_error: 0.1555, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9286, predictive_accuracy: 0.9288, prior_entropy: 0.863, recall: 0.9288, relative_absolute_error: 0.3811, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2382, root_relative_squared_error: 0.5274, scimark_benchmark: 1287.6808, usercpu_time_millis: 469.121, usercpu_time_millis_testing: 23.498, usercpu_time_millis_training: 445.623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9383, kappa: 0.847, kb_relative_information_score: 23794.3988, mean_absolute_error: 0.1388, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.939, predictive_accuracy: 0.9392, prior_entropy: 0.863, recall: 0.9392, relative_absolute_error: 0.3401, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.224, root_relative_squared_error: 0.4959, scimark_benchmark: 1271.4812, usercpu_time_millis: 1183.218, usercpu_time_millis_testing: 56.949, usercpu_time_millis_training: 1126.269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9473, kappa: 0.8699, kb_relative_information_score: 26254.0685, mean_absolute_error: 0.1041, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9473, predictive_accuracy: 0.9477, prior_entropy: 0.863, recall: 0.9477, relative_absolute_error: 0.2551, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2031, root_relative_squared_error: 0.4495, scimark_benchmark: 1304.859, usercpu_time_millis: 91.866, usercpu_time_millis_testing: 4.807, usercpu_time_millis_training: 87.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9601, kappa: 0.9019, kb_relative_information_score: 28143.8293, mean_absolute_error: 0.0803, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9601, predictive_accuracy: 0.9602, prior_entropy: 0.863, recall: 0.9602, relative_absolute_error: 0.1967, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1781, root_relative_squared_error: 0.3943, scimark_benchmark: 1285.1237, usercpu_time_millis: 2062.542, usercpu_time_millis_testing: 62.335, usercpu_time_millis_training: 2000.207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9583, kappa: 0.8976, kb_relative_information_score: 27814.9731, mean_absolute_error: 0.0845, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9583, predictive_accuracy: 0.9585, prior_entropy: 0.863, recall: 0.9585, relative_absolute_error: 0.207, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1825, root_relative_squared_error: 0.404, scimark_benchmark: 1269.9121, usercpu_time_millis: 1591.19, usercpu_time_millis_testing: 63.583, usercpu_time_millis_training: 1527.607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9658, kappa: 0.9159, kb_relative_information_score: 29336.7858, mean_absolute_error: 0.0649, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9657, predictive_accuracy: 0.9658, prior_entropy: 0.863, recall: 0.9658, relative_absolute_error: 0.1589, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1626, root_relative_squared_error: 0.3601, scimark_benchmark: 1301.3164, usercpu_time_millis: 1524.631, usercpu_time_millis_testing: 28.717, usercpu_time_millis_training: 1495.914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.947, kappa: 0.8689, kb_relative_information_score: 25588.0458, mean_absolute_error: 0.1149, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9473, predictive_accuracy: 0.9476, prior_entropy: 0.863, recall: 0.9476, relative_absolute_error: 0.2815, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2052, root_relative_squared_error: 0.4542, scimark_benchmark: 1285.694, usercpu_time_millis: 2646.432, usercpu_time_millis_testing: 82.692, usercpu_time_millis_training: 2563.74,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9317, kappa: 0.8288, kb_relative_information_score: 19366.49, mean_absolute_error: 0.2032, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9357, predictive_accuracy: 0.9338, prior_entropy: 0.863, recall: 0.9338, relative_absolute_error: 0.4979, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2604, root_relative_squared_error: 0.5764, scimark_benchmark: 1253.461, usercpu_time_millis: 1282.069, usercpu_time_millis_testing: 83.484, usercpu_time_millis_training: 1198.585,
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: 0.9846, f_measure: 0.9391, kappa: 0.8492, kb_relative_information_score: 25652.7372, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9393, predictive_accuracy: 0.9397, prior_entropy: 0.863, recall: 0.9397, relative_absolute_error: 0.2703, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2137, root_relative_squared_error: 0.4731, scimark_benchmark: 1278.6642, usercpu_time_millis: 1387.681, usercpu_time_millis_testing: 48.449, usercpu_time_millis_training: 1339.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9537, kappa: 0.8855, kb_relative_information_score: 24927.6663, mean_absolute_error: 0.1275, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9542, predictive_accuracy: 0.9543, prior_entropy: 0.863, recall: 0.9543, relative_absolute_error: 0.3124, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2043, root_relative_squared_error: 0.4522, scimark_benchmark: 1252.1844, usercpu_time_millis: 2219.609, usercpu_time_millis_testing: 116.149, usercpu_time_millis_training: 2103.46,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9579, kappa: 0.8965, kb_relative_information_score: 27769.9998, mean_absolute_error: 0.0848, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9578, predictive_accuracy: 0.958, prior_entropy: 0.863, recall: 0.958, relative_absolute_error: 0.2079, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1834, root_relative_squared_error: 0.4059, scimark_benchmark: 1245.2577, usercpu_time_millis: 226.654, usercpu_time_millis_testing: 7.212, usercpu_time_millis_training: 219.442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9575, kappa: 0.8955, kb_relative_information_score: 27723.6533, mean_absolute_error: 0.0853, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9574, predictive_accuracy: 0.9576, prior_entropy: 0.863, recall: 0.9576, relative_absolute_error: 0.2089, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.4077, scimark_benchmark: 1249.5975, usercpu_time_millis: 2561.407, usercpu_time_millis_testing: 65.611, usercpu_time_millis_training: 2495.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9555, kappa: 0.8898, kb_relative_information_score: 25278.6746, mean_absolute_error: 0.1232, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9558, predictive_accuracy: 0.9559, prior_entropy: 0.863, recall: 0.9559, relative_absolute_error: 0.3018, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1995, root_relative_squared_error: 0.4417, scimark_benchmark: 1290.1501, usercpu_time_millis: 1125.718, usercpu_time_millis_testing: 76.725, usercpu_time_millis_training: 1048.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9533, kappa: 0.8851, kb_relative_information_score: 27104.4174, mean_absolute_error: 0.093, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9532, predictive_accuracy: 0.9534, prior_entropy: 0.863, recall: 0.9534, relative_absolute_error: 0.2278, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.193, root_relative_squared_error: 0.4272, scimark_benchmark: 1280.8314, usercpu_time_millis: 1378.436, usercpu_time_millis_testing: 50.027, usercpu_time_millis_training: 1328.409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9374, kappa: 0.8449, kb_relative_information_score: 25106.8725, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9378, predictive_accuracy: 0.9382, prior_entropy: 0.863, recall: 0.9382, relative_absolute_error: 0.2898, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2178, root_relative_squared_error: 0.4822, scimark_benchmark: 1239.461, usercpu_time_millis: 1355.686, usercpu_time_millis_testing: 43.497, usercpu_time_millis_training: 1312.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9497, kappa: 0.876, kb_relative_information_score: 26721.8967, mean_absolute_error: 0.0978, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9496, predictive_accuracy: 0.9499, prior_entropy: 0.863, recall: 0.9499, relative_absolute_error: 0.2396, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1983, root_relative_squared_error: 0.4391, scimark_benchmark: 1227.9475, usercpu_time_millis: 617.852, usercpu_time_millis_testing: 26.794, usercpu_time_millis_training: 591.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9387, kappa: 0.8474, kb_relative_information_score: 21034.39, mean_absolute_error: 0.1773, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.94, predictive_accuracy: 0.9398, prior_entropy: 0.863, recall: 0.9398, relative_absolute_error: 0.4346, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2464, root_relative_squared_error: 0.5456, scimark_benchmark: 1239.5032, usercpu_time_millis: 678.39, usercpu_time_millis_testing: 42.79, usercpu_time_millis_training: 635.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9677, kappa: 0.9208, kb_relative_information_score: 29321.0268, mean_absolute_error: 0.0661, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9677, predictive_accuracy: 0.9678, prior_entropy: 0.863, recall: 0.9678, relative_absolute_error: 0.1619, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.159, root_relative_squared_error: 0.3521, scimark_benchmark: 1303.1915, usercpu_time_millis: 803.151, usercpu_time_millis_testing: 23.743, usercpu_time_millis_training: 779.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9538, kappa: 0.8863, kb_relative_information_score: 27150.1886, mean_absolute_error: 0.0923, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9537, predictive_accuracy: 0.9539, prior_entropy: 0.863, recall: 0.9539, relative_absolute_error: 0.2262, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1924, root_relative_squared_error: 0.4259, scimark_benchmark: 1243.2461, usercpu_time_millis: 658.949, usercpu_time_millis_testing: 19.332, usercpu_time_millis_training: 639.617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9446, kappa: 0.8635, kb_relative_information_score: 26274.5119, mean_absolute_error: 0.1027, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9445, predictive_accuracy: 0.9449, prior_entropy: 0.863, recall: 0.9449, relative_absolute_error: 0.2516, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2051, root_relative_squared_error: 0.4541, scimark_benchmark: 1261.2421, usercpu_time_millis: 2028.164, usercpu_time_millis_testing: 46.397, usercpu_time_millis_training: 1981.767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9591, kappa: 0.8991, kb_relative_information_score: 26951.2607, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9592, predictive_accuracy: 0.9594, prior_entropy: 0.863, recall: 0.9594, relative_absolute_error: 0.2431, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1844, root_relative_squared_error: 0.4081, scimark_benchmark: 1280.3931, usercpu_time_millis: 1283.044, usercpu_time_millis_testing: 59.229, usercpu_time_millis_training: 1223.815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9639, kappa: 0.9112, kb_relative_information_score: 28881.4608, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9638, predictive_accuracy: 0.9639, prior_entropy: 0.863, recall: 0.9639, relative_absolute_error: 0.1735, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1687, root_relative_squared_error: 0.3734, scimark_benchmark: 1241.7409, usercpu_time_millis: 3965.419, usercpu_time_millis_testing: 101.982, usercpu_time_millis_training: 3863.437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.966, kappa: 0.9164, kb_relative_information_score: 29342.6352, mean_absolute_error: 0.0649, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9659, predictive_accuracy: 0.966, prior_entropy: 0.863, recall: 0.966, relative_absolute_error: 0.159, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1623, root_relative_squared_error: 0.3593, scimark_benchmark: 1254.7493, usercpu_time_millis: 2799.787, usercpu_time_millis_testing: 54.499, usercpu_time_millis_training: 2745.288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9623, kappa: 0.907, kb_relative_information_score: 27537.0578, mean_absolute_error: 0.0916, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9624, predictive_accuracy: 0.9625, prior_entropy: 0.863, recall: 0.9625, relative_absolute_error: 0.2245, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1768, root_relative_squared_error: 0.3914, scimark_benchmark: 1236.4452, usercpu_time_millis: 660.856, usercpu_time_millis_testing: 28.577, usercpu_time_millis_training: 632.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9636, kappa: 0.9106, kb_relative_information_score: 29020.3532, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9636, predictive_accuracy: 0.9637, prior_entropy: 0.863, recall: 0.9637, relative_absolute_error: 0.1682, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.3717, scimark_benchmark: 1234.6725, usercpu_time_millis: 243.217, usercpu_time_millis_testing: 5.265, usercpu_time_millis_training: 237.952,

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

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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