OpenML
Supervised Classification on Internet-Advertisements

Supervised Classification on Internet-Advertisements

Task 6566 Supervised Classification Internet-Advertisements 25422 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9736, kappa: 0.8872, kb_relative_information_score: 2426.7901, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9743, predictive_accuracy: 0.9744, prior_entropy: 0.5848, recall: 0.9744, relative_absolute_error: 0.2674, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1539, root_relative_squared_error: 0.4437, scimark_benchmark: 1227.672, usercpu_time_millis: 456.327, usercpu_time_millis_testing: 11.177, usercpu_time_millis_training: 445.15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9697, kappa: 0.8701, kb_relative_information_score: 2281.8301, mean_absolute_error: 0.0744, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9706, predictive_accuracy: 0.9707, prior_entropy: 0.5848, recall: 0.9707, relative_absolute_error: 0.3088, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1636, root_relative_squared_error: 0.4715, scimark_benchmark: 1248.6263, usercpu_time_millis: 1287.79, usercpu_time_millis_testing: 32.973, usercpu_time_millis_training: 1254.817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9729, kappa: 0.8841, kb_relative_information_score: 2384.5329, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9738, predictive_accuracy: 0.9738, prior_entropy: 0.5848, recall: 0.9738, relative_absolute_error: 0.2798, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1568, root_relative_squared_error: 0.4519, scimark_benchmark: 1239.4474, usercpu_time_millis: 687.174, usercpu_time_millis_testing: 19.19, usercpu_time_millis_training: 667.984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.796, kappa: 0.0037, kb_relative_information_score: 733.6529, mean_absolute_error: 0.2086, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8798, predictive_accuracy: 0.8603, prior_entropy: 0.5848, recall: 0.8603, relative_absolute_error: 0.8657, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.303, root_relative_squared_error: 0.8733, scimark_benchmark: 1238.3445, usercpu_time_millis: 129.495, usercpu_time_millis_testing: 11.308, usercpu_time_millis_training: 118.187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9753, kappa: 0.8947, kb_relative_information_score: 2469.0287, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9758, predictive_accuracy: 0.9759, prior_entropy: 0.5848, recall: 0.9759, relative_absolute_error: 0.2499, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.4379, scimark_benchmark: 1246.4375, usercpu_time_millis: 92.922, usercpu_time_millis_testing: 3.497, usercpu_time_millis_training: 89.425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -2.1632, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1242.4709, usercpu_time_millis: 41.329, usercpu_time_millis_testing: 4.212, usercpu_time_millis_training: 37.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9712, kappa: 0.8765, kb_relative_information_score: 2380.0622, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9724, predictive_accuracy: 0.9722, prior_entropy: 0.5848, recall: 0.9722, relative_absolute_error: 0.2844, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1563, root_relative_squared_error: 0.4504, scimark_benchmark: 1267.7868, usercpu_time_millis: 1103.918, usercpu_time_millis_testing: 25.808, usercpu_time_millis_training: 1078.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.7982, kappa: 0.0149, kb_relative_information_score: 733.6693, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8805, predictive_accuracy: 0.8612, prior_entropy: 0.5848, recall: 0.8612, relative_absolute_error: 0.8649, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3028, root_relative_squared_error: 0.8727, scimark_benchmark: 1252.8399, usercpu_time_millis: 33.801, usercpu_time_millis_testing: 3.096, usercpu_time_millis_training: 30.705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9708, kappa: 0.8745, kb_relative_information_score: 2362.8321, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9722, predictive_accuracy: 0.9719, prior_entropy: 0.5848, recall: 0.9719, relative_absolute_error: 0.2907, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.4576, scimark_benchmark: 1220.5553, usercpu_time_millis: 311.503, usercpu_time_millis_testing: 10.688, usercpu_time_millis_training: 300.815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9499, kappa: 0.7784, kb_relative_information_score: 2074.8048, mean_absolute_error: 0.0996, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9553, predictive_accuracy: 0.9536, prior_entropy: 0.5848, recall: 0.9536, relative_absolute_error: 0.4133, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1884, root_relative_squared_error: 0.5429, scimark_benchmark: 1243.7052, usercpu_time_millis: 256.163, usercpu_time_millis_testing: 15.852, usercpu_time_millis_training: 240.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.9353, kappa: 0.709, kb_relative_information_score: 1841.5291, mean_absolute_error: 0.1224, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9447, predictive_accuracy: 0.9418, prior_entropy: 0.5848, recall: 0.9418, relative_absolute_error: 0.508, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2095, root_relative_squared_error: 0.6038, scimark_benchmark: 1250.8911, usercpu_time_millis: 47.222, usercpu_time_millis_testing: 2.987, usercpu_time_millis_training: 44.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9643, kappa: 0.8455, kb_relative_information_score: 2172.7807, mean_absolute_error: 0.0864, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.966, predictive_accuracy: 0.9658, prior_entropy: 0.5848, recall: 0.9658, relative_absolute_error: 0.3585, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1726, root_relative_squared_error: 0.4974, scimark_benchmark: 1239.3426, usercpu_time_millis: 128.699, usercpu_time_millis_testing: 4.2, usercpu_time_millis_training: 124.499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 0.9366, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1252.0099, usercpu_time_millis: 46.643, usercpu_time_millis_testing: 5.493, usercpu_time_millis_training: 41.15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9773, f_measure: 0.9488, kappa: 0.7733, kb_relative_information_score: 2025.3596, mean_absolute_error: 0.1041, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9544, predictive_accuracy: 0.9527, prior_entropy: 0.5848, recall: 0.9527, relative_absolute_error: 0.432, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.5519, scimark_benchmark: 1238.4147, usercpu_time_millis: 55.861, usercpu_time_millis_testing: 4.252, usercpu_time_millis_training: 51.609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.8458, kappa: 0.2586, kb_relative_information_score: 838.718, mean_absolute_error: 0.1987, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8941, predictive_accuracy: 0.8832, prior_entropy: 0.5848, recall: 0.8832, relative_absolute_error: 0.8246, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2949, root_relative_squared_error: 0.8498, scimark_benchmark: 1228.949, usercpu_time_millis: 45.483, usercpu_time_millis_testing: 3.603, usercpu_time_millis_training: 41.88,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.9466, kappa: 0.763, kb_relative_information_score: 2014.9369, mean_absolute_error: 0.1073, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9528, predictive_accuracy: 0.9509, prior_entropy: 0.5848, recall: 0.9509, relative_absolute_error: 0.4452, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1918, root_relative_squared_error: 0.5527, scimark_benchmark: 1246.3143, usercpu_time_millis: 156.398, usercpu_time_millis_testing: 8.243, usercpu_time_millis_training: 148.155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.9685, kappa: 0.8641, kb_relative_information_score: 2340.1176, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9701, predictive_accuracy: 0.9698, prior_entropy: 0.5848, recall: 0.9698, relative_absolute_error: 0.3027, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1626, root_relative_squared_error: 0.4688, scimark_benchmark: 1241.4199, usercpu_time_millis: 313.591, usercpu_time_millis_testing: 11.828, usercpu_time_millis_training: 301.763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9602, kappa: 0.8263, kb_relative_information_score: 2186.9575, mean_absolute_error: 0.0889, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9634, predictive_accuracy: 0.9625, prior_entropy: 0.5848, recall: 0.9625, relative_absolute_error: 0.369, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1738, root_relative_squared_error: 0.5009, scimark_benchmark: 1278.1629, usercpu_time_millis: 760.615, usercpu_time_millis_testing: 27.77, usercpu_time_millis_training: 732.845,
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: 0.9762, f_measure: 0.9659, kappa: 0.8525, kb_relative_information_score: 2167.8624, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9676, predictive_accuracy: 0.9674, prior_entropy: 0.5848, recall: 0.9674, relative_absolute_error: 0.3578, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.5003, scimark_benchmark: 1241.4799, usercpu_time_millis: 899.215, usercpu_time_millis_testing: 18.268, usercpu_time_millis_training: 880.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.7953, kb_relative_information_score: 669.8548, mean_absolute_error: 0.2122, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.8809, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.8868, scimark_benchmark: 1226.0896, usercpu_time_millis: 65.188, usercpu_time_millis_testing: 6.336, usercpu_time_millis_training: 58.852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9755, kappa: 0.8957, kb_relative_information_score: 2448.358, mean_absolute_error: 0.062, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9762, predictive_accuracy: 0.9762, prior_entropy: 0.5848, recall: 0.9762, relative_absolute_error: 0.2574, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1508, root_relative_squared_error: 0.4346, scimark_benchmark: 1245.0967, usercpu_time_millis: 1293.785, usercpu_time_millis_testing: 26.799, usercpu_time_millis_training: 1266.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9719, kappa: 0.8797, kb_relative_information_score: 2407.2397, mean_absolute_error: 0.0661, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9729, predictive_accuracy: 0.9729, prior_entropy: 0.5848, recall: 0.9729, relative_absolute_error: 0.2743, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.156, root_relative_squared_error: 0.4495, scimark_benchmark: 1263.0027, usercpu_time_millis: 463.724, usercpu_time_millis_testing: 13.368, usercpu_time_millis_training: 450.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: 0.7346, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1243.4617, usercpu_time_millis: 40.872, usercpu_time_millis_testing: 4.636, usercpu_time_millis_training: 36.236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9528, kappa: 0.7918, kb_relative_information_score: 2071.3617, mean_absolute_error: 0.1, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9575, predictive_accuracy: 0.9561, prior_entropy: 0.5848, recall: 0.9561, relative_absolute_error: 0.4151, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.5354, scimark_benchmark: 1240.2955, usercpu_time_millis: 35.493, usercpu_time_millis_testing: 2.913, usercpu_time_millis_training: 32.58,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.9676, kappa: 0.8601, kb_relative_information_score: 2208.1373, mean_absolute_error: 0.0823, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9691, predictive_accuracy: 0.9689, prior_entropy: 0.5848, recall: 0.9689, relative_absolute_error: 0.3417, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.171, root_relative_squared_error: 0.4928, scimark_benchmark: 1280.0714, usercpu_time_millis: 618.059, usercpu_time_millis_testing: 17.178, usercpu_time_millis_training: 600.881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.9357, kappa: 0.7108, kb_relative_information_score: 1898.9399, mean_absolute_error: 0.1179, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9449, predictive_accuracy: 0.9421, prior_entropy: 0.5848, recall: 0.9421, relative_absolute_error: 0.4894, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.204, root_relative_squared_error: 0.5881, scimark_benchmark: 1250.4361, usercpu_time_millis: 132.324, usercpu_time_millis_testing: 9.172, usercpu_time_millis_training: 123.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.941, kappa: 0.7362, kb_relative_information_score: 1951.7394, mean_absolute_error: 0.1128, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9488, predictive_accuracy: 0.9463, prior_entropy: 0.5848, recall: 0.9463, relative_absolute_error: 0.468, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1983, root_relative_squared_error: 0.5715, scimark_benchmark: 1241.7259, usercpu_time_millis: 117.65, usercpu_time_millis_testing: 8.895, usercpu_time_millis_training: 108.755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.941, kappa: 0.7362, kb_relative_information_score: 1946.7937, mean_absolute_error: 0.1137, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9488, predictive_accuracy: 0.9463, prior_entropy: 0.5848, recall: 0.9463, relative_absolute_error: 0.4719, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.5729, scimark_benchmark: 1261.4075, usercpu_time_millis: 438.757, usercpu_time_millis_testing: 27.505, usercpu_time_millis_training: 411.252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9705, kappa: 0.8733, kb_relative_information_score: 2340.2202, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9718, predictive_accuracy: 0.9716, prior_entropy: 0.5848, recall: 0.9716, relative_absolute_error: 0.2978, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.4578, scimark_benchmark: 1241.616, usercpu_time_millis: 1123.513, usercpu_time_millis_testing: 28.189, usercpu_time_millis_training: 1095.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.7953, kb_relative_information_score: -1.6802, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1238.7132, usercpu_time_millis: 70.312, usercpu_time_millis_testing: 6.649, usercpu_time_millis_training: 63.663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.9768, kappa: 0.9014, kb_relative_information_score: 2530.8191, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9774, predictive_accuracy: 0.9774, prior_entropy: 0.5848, recall: 0.9774, relative_absolute_error: 0.226, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.145, root_relative_squared_error: 0.418, scimark_benchmark: 1241.4014, usercpu_time_millis: 1515.221, usercpu_time_millis_testing: 19.625, usercpu_time_millis_training: 1495.596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9064, kappa: 0.5671, kb_relative_information_score: 1486.185, mean_absolute_error: 0.1555, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9255, predictive_accuracy: 0.9201, prior_entropy: 0.5848, recall: 0.9201, relative_absolute_error: 0.6455, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.6936, scimark_benchmark: 1248.6841, usercpu_time_millis: 92.945, usercpu_time_millis_testing: 7.026, usercpu_time_millis_training: 85.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -2.6297, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1256.1222, usercpu_time_millis: 46.79, usercpu_time_millis_testing: 5.518, usercpu_time_millis_training: 41.272,
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: 0.98, f_measure: 0.9661, kappa: 0.8531, kb_relative_information_score: 2227.1622, mean_absolute_error: 0.0825, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9682, predictive_accuracy: 0.9677, prior_entropy: 0.5848, recall: 0.9677, relative_absolute_error: 0.3426, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1688, root_relative_squared_error: 0.4864, scimark_benchmark: 1269.0214, usercpu_time_millis: 196.417, usercpu_time_millis_testing: 8.257, usercpu_time_millis_training: 188.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9749, kappa: 0.8932, kb_relative_information_score: 2420.3583, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9755, predictive_accuracy: 0.9756, prior_entropy: 0.5848, recall: 0.9756, relative_absolute_error: 0.2643, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1533, root_relative_squared_error: 0.4419, scimark_benchmark: 1229.5277, usercpu_time_millis: 514.689, usercpu_time_millis_testing: 11.28, usercpu_time_millis_training: 503.409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.9437, kappa: 0.7491, kb_relative_information_score: 1977.2214, mean_absolute_error: 0.1102, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9505, predictive_accuracy: 0.9485, prior_entropy: 0.5848, recall: 0.9485, relative_absolute_error: 0.4574, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.197, root_relative_squared_error: 0.5676, scimark_benchmark: 1254.0987, usercpu_time_millis: 293.629, usercpu_time_millis_testing: 18.61, usercpu_time_millis_training: 275.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.969, kappa: 0.8666, kb_relative_information_score: 2262.596, mean_absolute_error: 0.0769, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9701, predictive_accuracy: 0.9701, prior_entropy: 0.5848, recall: 0.9701, relative_absolute_error: 0.3191, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1639, root_relative_squared_error: 0.4724, scimark_benchmark: 1240.4619, usercpu_time_millis: 1185.065, usercpu_time_millis_testing: 26.497, usercpu_time_millis_training: 1158.568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.9714, kappa: 0.8782, kb_relative_information_score: 2263.5971, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.972, predictive_accuracy: 0.9722, prior_entropy: 0.5848, recall: 0.9722, relative_absolute_error: 0.3094, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1639, root_relative_squared_error: 0.4722, scimark_benchmark: 1243.1979, usercpu_time_millis: 1896.545, usercpu_time_millis_testing: 20.395, usercpu_time_millis_training: 1876.15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9606, kappa: 0.8279, kb_relative_information_score: 2198.6003, mean_absolute_error: 0.0874, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9637, predictive_accuracy: 0.9628, prior_entropy: 0.5848, recall: 0.9628, relative_absolute_error: 0.363, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1724, root_relative_squared_error: 0.497, scimark_benchmark: 1259.57, usercpu_time_millis: 884.886, usercpu_time_millis_testing: 36.863, usercpu_time_millis_training: 848.023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9739, kappa: 0.8885, kb_relative_information_score: 2416.9687, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9747, predictive_accuracy: 0.9747, prior_entropy: 0.5848, recall: 0.9747, relative_absolute_error: 0.2667, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.155, root_relative_squared_error: 0.4467, scimark_benchmark: 1231.4849, usercpu_time_millis: 788.969, usercpu_time_millis_testing: 19.864, usercpu_time_millis_training: 769.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9768, kappa: 0.9014, kb_relative_information_score: 2514.646, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9774, predictive_accuracy: 0.9774, prior_entropy: 0.5848, recall: 0.9774, relative_absolute_error: 0.234, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1468, root_relative_squared_error: 0.4231, scimark_benchmark: 1247.813, usercpu_time_millis: 867.882, usercpu_time_millis_testing: 13.747, usercpu_time_millis_training: 854.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9753, kappa: 0.8947, kb_relative_information_score: 2466.2371, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9758, predictive_accuracy: 0.9759, prior_entropy: 0.5848, recall: 0.9759, relative_absolute_error: 0.2489, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1498, root_relative_squared_error: 0.4317, scimark_benchmark: 1238.2853, usercpu_time_millis: 1352.596, usercpu_time_millis_testing: 20.178, usercpu_time_millis_training: 1332.418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 0.908, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1233.6888, usercpu_time_millis: 58.754, usercpu_time_millis_testing: 8.534, usercpu_time_millis_training: 50.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.9709, kappa: 0.8753, kb_relative_information_score: 2231.541, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.972, predictive_accuracy: 0.9719, prior_entropy: 0.5848, recall: 0.9719, relative_absolute_error: 0.3285, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.4805, scimark_benchmark: 1229.1091, usercpu_time_millis: 695.523, usercpu_time_millis_testing: 13.028, usercpu_time_millis_training: 682.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9675, kappa: 0.8595, kb_relative_information_score: 2261.249, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9693, predictive_accuracy: 0.9689, prior_entropy: 0.5848, recall: 0.9689, relative_absolute_error: 0.325, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1669, root_relative_squared_error: 0.4809, scimark_benchmark: 1237.1359, usercpu_time_millis: 233.867, usercpu_time_millis_testing: 8.951, usercpu_time_millis_training: 224.916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -0.1972, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1245.196, usercpu_time_millis: 50.118, usercpu_time_millis_testing: 6.334, usercpu_time_millis_training: 43.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7953, kb_relative_information_score: -1.5642, mean_absolute_error: 0.2407, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1252.4625, usercpu_time_millis: 33.457, usercpu_time_millis_testing: 3.996, usercpu_time_millis_training: 29.461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9766, f_measure: 0.9658, kappa: 0.8522, kb_relative_information_score: 2202.9548, mean_absolute_error: 0.0836, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9677, predictive_accuracy: 0.9674, prior_entropy: 0.5848, recall: 0.9674, relative_absolute_error: 0.3471, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1722, root_relative_squared_error: 0.4963, scimark_benchmark: 1238.678, usercpu_time_millis: 84.202, usercpu_time_millis_testing: 3.915, usercpu_time_millis_training: 80.287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.9638, kappa: 0.8427, kb_relative_information_score: 2198.7013, mean_absolute_error: 0.0838, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.966, predictive_accuracy: 0.9655, prior_entropy: 0.5848, recall: 0.9655, relative_absolute_error: 0.348, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1743, root_relative_squared_error: 0.5023, scimark_benchmark: 1224.131, usercpu_time_millis: 650.062, usercpu_time_millis_testing: 18.447, usercpu_time_millis_training: 631.615,
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: 0.9812, f_measure: 0.9563, kappa: 0.8082, kb_relative_information_score: 2133.1601, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9604, predictive_accuracy: 0.9591, prior_entropy: 0.5848, recall: 0.9591, relative_absolute_error: 0.3892, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.5191, scimark_benchmark: 1250.496, usercpu_time_millis: 85.108, usercpu_time_millis_testing: 6.164, usercpu_time_millis_training: 78.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9647, kappa: 0.847, kb_relative_information_score: 2209.8573, mean_absolute_error: 0.084, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.967, predictive_accuracy: 0.9665, prior_entropy: 0.5848, recall: 0.9665, relative_absolute_error: 0.3488, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1703, root_relative_squared_error: 0.4908, scimark_benchmark: 1245.0129, usercpu_time_millis: 876.528, usercpu_time_millis_testing: 30.067, usercpu_time_millis_training: 846.461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9743, kappa: 0.8903, kb_relative_information_score: 2420.4864, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9749, predictive_accuracy: 0.975, prior_entropy: 0.5848, recall: 0.975, relative_absolute_error: 0.263, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1537, root_relative_squared_error: 0.4429, scimark_benchmark: 1246.5864, usercpu_time_millis: 673.511, usercpu_time_millis_testing: 13.818, usercpu_time_millis_training: 659.693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.9723, kappa: 0.8814, kb_relative_information_score: 2349.9037, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9731, predictive_accuracy: 0.9732, prior_entropy: 0.5848, recall: 0.9732, relative_absolute_error: 0.2892, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.4577, scimark_benchmark: 1248.825, usercpu_time_millis: 671.368, usercpu_time_millis_testing: 16.416, usercpu_time_millis_training: 654.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9617, kappa: 0.833, kb_relative_information_score: 2209.3382, mean_absolute_error: 0.0858, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9644, predictive_accuracy: 0.9637, prior_entropy: 0.5848, recall: 0.9637, relative_absolute_error: 0.3561, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.171, root_relative_squared_error: 0.4929, scimark_benchmark: 1242.1327, usercpu_time_millis: 216.303, usercpu_time_millis_testing: 10.165, usercpu_time_millis_training: 206.138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9311, kappa: 0.6884, kb_relative_information_score: 1843.8834, mean_absolute_error: 0.1239, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9417, predictive_accuracy: 0.9384, prior_entropy: 0.5848, recall: 0.9384, relative_absolute_error: 0.5141, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.601, scimark_benchmark: 1240.0648, usercpu_time_millis: 262.454, usercpu_time_millis_testing: 13.937, usercpu_time_millis_training: 248.517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9636, f_measure: 0.963, kappa: 0.8409, kb_relative_information_score: 2135.5513, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9638, predictive_accuracy: 0.9643, prior_entropy: 0.5848, recall: 0.9643, relative_absolute_error: 0.3094, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1813, root_relative_squared_error: 0.5226, scimark_benchmark: 1239.7058, usercpu_time_millis: 24.478, usercpu_time_millis_testing: 2.307, usercpu_time_millis_training: 22.171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9695, kappa: 0.8683, kb_relative_information_score: 2308.1667, mean_absolute_error: 0.0751, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9711, predictive_accuracy: 0.9707, prior_entropy: 0.5848, recall: 0.9707, relative_absolute_error: 0.3117, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1614, root_relative_squared_error: 0.4651, scimark_benchmark: 1243.8172, usercpu_time_millis: 1391.414, usercpu_time_millis_testing: 40.254, usercpu_time_millis_training: 1351.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9585, kappa: 0.8187, kb_relative_information_score: 2187.033, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9618, predictive_accuracy: 0.961, prior_entropy: 0.5848, recall: 0.961, relative_absolute_error: 0.3588, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1769, root_relative_squared_error: 0.5098, scimark_benchmark: 1223.0956, usercpu_time_millis: 385.924, usercpu_time_millis_testing: 17.589, usercpu_time_millis_training: 368.335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9705, kappa: 0.8728, kb_relative_information_score: 2328.0023, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.972, predictive_accuracy: 0.9716, prior_entropy: 0.5848, recall: 0.9716, relative_absolute_error: 0.304, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1616, root_relative_squared_error: 0.4659, scimark_benchmark: 1251.7429, usercpu_time_millis: 380.499, usercpu_time_millis_testing: 12.756, usercpu_time_millis_training: 367.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.9592, kappa: 0.8215, kb_relative_information_score: 2239.426, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9625, predictive_accuracy: 0.9616, prior_entropy: 0.5848, recall: 0.9616, relative_absolute_error: 0.3443, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1753, root_relative_squared_error: 0.5051, scimark_benchmark: 1249.2225, usercpu_time_millis: 485.215, usercpu_time_millis_testing: 24.213, usercpu_time_millis_training: 461.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.972, kappa: 0.8804, kb_relative_information_score: 2292.9356, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9727, predictive_accuracy: 0.9729, prior_entropy: 0.5848, recall: 0.9729, relative_absolute_error: 0.3017, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1621, root_relative_squared_error: 0.4672, scimark_benchmark: 1228.1108, usercpu_time_millis: 316.858, usercpu_time_millis_testing: 6.902, usercpu_time_millis_training: 309.956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9755, kappa: 0.8955, kb_relative_information_score: 2461.4955, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9762, predictive_accuracy: 0.9762, prior_entropy: 0.5848, recall: 0.9762, relative_absolute_error: 0.2517, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1493, root_relative_squared_error: 0.4302, scimark_benchmark: 1231.8577, usercpu_time_millis: 605.614, usercpu_time_millis_testing: 13.247, usercpu_time_millis_training: 592.367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9758, kappa: 0.8969, kb_relative_information_score: 2470.0014, mean_absolute_error: 0.0599, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9765, predictive_accuracy: 0.9765, prior_entropy: 0.5848, recall: 0.9765, relative_absolute_error: 0.2488, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1486, root_relative_squared_error: 0.4283, scimark_benchmark: 1237.3273, usercpu_time_millis: 1473.661, usercpu_time_millis_testing: 28.407, usercpu_time_millis_training: 1445.254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9452, kappa: 0.7561, kb_relative_information_score: 1998.8586, mean_absolute_error: 0.1068, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9516, predictive_accuracy: 0.9497, prior_entropy: 0.5848, recall: 0.9497, relative_absolute_error: 0.4433, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.5686, scimark_benchmark: 1243.0522, usercpu_time_millis: 273.939, usercpu_time_millis_testing: 18.235, usercpu_time_millis_training: 255.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9455, kappa: 0.7573, kb_relative_information_score: 1997.4541, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9521, predictive_accuracy: 0.95, prior_entropy: 0.5848, recall: 0.95, relative_absolute_error: 0.4525, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1936, root_relative_squared_error: 0.5578, scimark_benchmark: 1229.3491, usercpu_time_millis: 482.012, usercpu_time_millis_testing: 27.071, usercpu_time_millis_training: 454.941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9749, kappa: 0.8928, kb_relative_information_score: 2454.1503, mean_absolute_error: 0.0614, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9756, predictive_accuracy: 0.9756, prior_entropy: 0.5848, recall: 0.9756, relative_absolute_error: 0.2547, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1507, root_relative_squared_error: 0.4343, scimark_benchmark: 1235.503, usercpu_time_millis: 938.187, usercpu_time_millis_testing: 17.032, usercpu_time_millis_training: 921.155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.9685, kappa: 0.8643, kb_relative_information_score: 2335.9856, mean_absolute_error: 0.0728, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9701, predictive_accuracy: 0.9698, prior_entropy: 0.5848, recall: 0.9698, relative_absolute_error: 0.3021, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1627, root_relative_squared_error: 0.4689, scimark_benchmark: 1249.1039, usercpu_time_millis: 861.159, usercpu_time_millis_testing: 28.165, usercpu_time_millis_training: 832.994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.0789, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1241.5841, usercpu_time_millis: 56.949, usercpu_time_millis_testing: 6.182, usercpu_time_millis_training: 50.767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.9606, kappa: 0.8282, kb_relative_information_score: 2130.679, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9635, predictive_accuracy: 0.9628, prior_entropy: 0.5848, recall: 0.9628, relative_absolute_error: 0.3756, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1792, root_relative_squared_error: 0.5164, scimark_benchmark: 1241.2389, usercpu_time_millis: 298.162, usercpu_time_millis_testing: 9.049, usercpu_time_millis_training: 289.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9706, kappa: 0.8736, kb_relative_information_score: 2380.9222, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9718, predictive_accuracy: 0.9716, prior_entropy: 0.5848, recall: 0.9716, relative_absolute_error: 0.283, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1558, root_relative_squared_error: 0.4491, scimark_benchmark: 1238.3047, usercpu_time_millis: 1195.151, usercpu_time_millis_testing: 25.294, usercpu_time_millis_training: 1169.857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.9455, kappa: 0.7578, kb_relative_information_score: 1993.0968, mean_absolute_error: 0.1092, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9519, predictive_accuracy: 0.95, prior_entropy: 0.5848, recall: 0.95, relative_absolute_error: 0.4532, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1935, root_relative_squared_error: 0.5578, scimark_benchmark: 1238.5231, usercpu_time_millis: 205.874, usercpu_time_millis_testing: 11.157, usercpu_time_millis_training: 194.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.9085, kappa: 0.5778, kb_relative_information_score: 1511.5567, mean_absolute_error: 0.1534, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9269, predictive_accuracy: 0.9216, prior_entropy: 0.5848, recall: 0.9216, relative_absolute_error: 0.6368, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2384, root_relative_squared_error: 0.6872, scimark_benchmark: 1231.5863, usercpu_time_millis: 188.106, usercpu_time_millis_testing: 14.052, usercpu_time_millis_training: 174.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.9697, kappa: 0.8704, kb_relative_information_score: 2236.812, mean_absolute_error: 0.0786, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9706, predictive_accuracy: 0.9707, prior_entropy: 0.5848, recall: 0.9707, relative_absolute_error: 0.3264, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1669, root_relative_squared_error: 0.4811, scimark_benchmark: 1239.2226, usercpu_time_millis: 613.345, usercpu_time_millis_testing: 11.358, usercpu_time_millis_training: 601.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.962, kappa: 0.8342, kb_relative_information_score: 2177.0895, mean_absolute_error: 0.0889, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9648, predictive_accuracy: 0.964, prior_entropy: 0.5848, recall: 0.964, relative_absolute_error: 0.3691, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1746, root_relative_squared_error: 0.5031, scimark_benchmark: 1239.198, usercpu_time_millis: 573.364, usercpu_time_millis_testing: 26.734, usercpu_time_millis_training: 546.63,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.9662, kappa: 0.8543, kb_relative_information_score: 2182.3528, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9678, predictive_accuracy: 0.9677, prior_entropy: 0.5848, recall: 0.9677, relative_absolute_error: 0.3515, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1734, root_relative_squared_error: 0.4997, scimark_benchmark: 1227.6409, usercpu_time_millis: 676.269, usercpu_time_millis_testing: 16.151, usercpu_time_millis_training: 660.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -4.9661, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1236.2863, usercpu_time_millis: 47.657, usercpu_time_millis_testing: 5.61, usercpu_time_millis_training: 42.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9765, kappa: 0.9, kb_relative_information_score: 2486.0235, mean_absolute_error: 0.0581, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9771, predictive_accuracy: 0.9771, prior_entropy: 0.5848, recall: 0.9771, relative_absolute_error: 0.2412, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1487, root_relative_squared_error: 0.4284, scimark_benchmark: 1219.2285, usercpu_time_millis: 892.14, usercpu_time_millis_testing: 17.738, usercpu_time_millis_training: 874.402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9686, kappa: 0.8649, kb_relative_information_score: 2247.9538, mean_absolute_error: 0.079, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9699, predictive_accuracy: 0.9698, prior_entropy: 0.5848, recall: 0.9698, relative_absolute_error: 0.3278, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1666, root_relative_squared_error: 0.4802, scimark_benchmark: 1247.2438, usercpu_time_millis: 125.13, usercpu_time_millis_testing: 5.295, usercpu_time_millis_training: 119.835,
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: 0.9804, f_measure: 0.9433, kappa: 0.7473, kb_relative_information_score: 2000.3549, mean_absolute_error: 0.1078, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9502, predictive_accuracy: 0.9482, prior_entropy: 0.5848, recall: 0.9482, relative_absolute_error: 0.4475, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1957, root_relative_squared_error: 0.5641, scimark_benchmark: 1238.0511, usercpu_time_millis: 375.67, usercpu_time_millis_testing: 24.953, usercpu_time_millis_training: 350.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.7968, kappa: 0.0075, kb_relative_information_score: 721.9995, mean_absolute_error: 0.2091, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8801, predictive_accuracy: 0.8606, prior_entropy: 0.5848, recall: 0.8606, relative_absolute_error: 0.8679, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3038, root_relative_squared_error: 0.8755, scimark_benchmark: 1236.5412, usercpu_time_millis: 47.132, usercpu_time_millis_testing: 4.454, usercpu_time_millis_training: 42.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.9357, kappa: 0.7108, kb_relative_information_score: 1850.7315, mean_absolute_error: 0.1218, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9449, predictive_accuracy: 0.9421, prior_entropy: 0.5848, recall: 0.9421, relative_absolute_error: 0.5055, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.5979, scimark_benchmark: 1257.0246, usercpu_time_millis: 40.656, usercpu_time_millis_testing: 3.697, usercpu_time_millis_training: 36.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.7953, kb_relative_information_score: -6.5834, mean_absolute_error: 0.241, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1242.9793, usercpu_time_millis: 34.413, usercpu_time_millis_testing: 4.024, usercpu_time_millis_training: 30.389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.9644, kappa: 0.8451, kb_relative_information_score: 2207.7778, mean_absolute_error: 0.0852, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9668, predictive_accuracy: 0.9661, prior_entropy: 0.5848, recall: 0.9661, relative_absolute_error: 0.3536, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.171, root_relative_squared_error: 0.4928, scimark_benchmark: 1249.2764, usercpu_time_millis: 244.385, usercpu_time_millis_testing: 11.123, usercpu_time_millis_training: 233.262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, f_measure: 0.9672, kappa: 0.8586, kb_relative_information_score: 2159.5985, mean_absolute_error: 0.0873, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9688, predictive_accuracy: 0.9686, prior_entropy: 0.5848, recall: 0.9686, relative_absolute_error: 0.3624, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1731, root_relative_squared_error: 0.499, scimark_benchmark: 1225.505, usercpu_time_millis: 592.974, usercpu_time_millis_testing: 8.483, usercpu_time_millis_training: 584.491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.7968, kappa: 0.0075, kb_relative_information_score: 743.0113, mean_absolute_error: 0.208, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8801, predictive_accuracy: 0.8606, prior_entropy: 0.5848, recall: 0.8606, relative_absolute_error: 0.8633, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3023, root_relative_squared_error: 0.8713, scimark_benchmark: 1237.8073, usercpu_time_millis: 121.405, usercpu_time_millis_testing: 11.303, usercpu_time_millis_training: 110.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.9436, kappa: 0.7486, kb_relative_information_score: 1976.9654, mean_absolute_error: 0.1092, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9507, predictive_accuracy: 0.9485, prior_entropy: 0.5848, recall: 0.9485, relative_absolute_error: 0.4534, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.5693, scimark_benchmark: 1237.4456, usercpu_time_millis: 53.506, usercpu_time_millis_testing: 4.421, usercpu_time_millis_training: 49.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.9682, kappa: 0.8631, kb_relative_information_score: 2294.4486, mean_absolute_error: 0.0761, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9697, predictive_accuracy: 0.9695, prior_entropy: 0.5848, recall: 0.9695, relative_absolute_error: 0.3157, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1629, root_relative_squared_error: 0.4695, scimark_benchmark: 1242.6046, usercpu_time_millis: 137.281, usercpu_time_millis_testing: 5.574, usercpu_time_millis_training: 131.707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.9712, kappa: 0.8765, kb_relative_information_score: 2301.3507, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9724, predictive_accuracy: 0.9722, prior_entropy: 0.5848, recall: 0.9722, relative_absolute_error: 0.3055, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1635, root_relative_squared_error: 0.4713, scimark_benchmark: 1221.6838, usercpu_time_millis: 400.394, usercpu_time_millis_testing: 12.119, usercpu_time_millis_training: 388.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9818, f_measure: 0.9723, kappa: 0.8816, kb_relative_information_score: 2340.3205, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9731, predictive_accuracy: 0.9732, prior_entropy: 0.5848, recall: 0.9732, relative_absolute_error: 0.2921, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.4576, scimark_benchmark: 1232.0016, usercpu_time_millis: 388.934, usercpu_time_millis_testing: 8.736, usercpu_time_millis_training: 380.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9752, kappa: 0.8942, kb_relative_information_score: 2462.7551, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9759, predictive_accuracy: 0.9759, prior_entropy: 0.5848, recall: 0.9759, relative_absolute_error: 0.2489, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1498, root_relative_squared_error: 0.4318, scimark_benchmark: 1236.2054, usercpu_time_millis: 378.75, usercpu_time_millis_testing: 6.643, usercpu_time_millis_training: 372.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9766, f_measure: 0.9655, kappa: 0.851, kb_relative_information_score: 2165.7916, mean_absolute_error: 0.0866, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9673, predictive_accuracy: 0.9671, prior_entropy: 0.5848, recall: 0.9671, relative_absolute_error: 0.3596, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1734, root_relative_squared_error: 0.4998, scimark_benchmark: 1231.959, usercpu_time_millis: 378.826, usercpu_time_millis_testing: 8.659, usercpu_time_millis_training: 370.167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.974, kappa: 0.8895, kb_relative_information_score: 2407.3582, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9745, predictive_accuracy: 0.9747, prior_entropy: 0.5848, recall: 0.9747, relative_absolute_error: 0.2669, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1544, root_relative_squared_error: 0.445, scimark_benchmark: 1232.632, usercpu_time_millis: 368.823, usercpu_time_millis_testing: 6.895, usercpu_time_millis_training: 361.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9579, kappa: 0.8159, kb_relative_information_score: 2094.3083, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9611, predictive_accuracy: 0.9604, prior_entropy: 0.5848, recall: 0.9604, relative_absolute_error: 0.3977, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1822, root_relative_squared_error: 0.5252, scimark_benchmark: 1235.7805, usercpu_time_millis: 315.884, usercpu_time_millis_testing: 10.376, usercpu_time_millis_training: 305.508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: 1.0684, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1247.1168, usercpu_time_millis: 39.304, usercpu_time_millis_testing: 5.399, usercpu_time_millis_training: 33.905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9703, kappa: 0.8728, kb_relative_information_score: 2267.3892, mean_absolute_error: 0.0749, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9713, predictive_accuracy: 0.9713, prior_entropy: 0.5848, recall: 0.9713, relative_absolute_error: 0.3109, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.4731, scimark_benchmark: 1234.3325, usercpu_time_millis: 224.97, usercpu_time_millis_testing: 6.108, usercpu_time_millis_training: 218.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9671, kappa: 0.8577, kb_relative_information_score: 2279.4446, mean_absolute_error: 0.0785, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9691, predictive_accuracy: 0.9686, prior_entropy: 0.5848, recall: 0.9686, relative_absolute_error: 0.326, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.165, root_relative_squared_error: 0.4755, scimark_benchmark: 1226.3157, usercpu_time_millis: 151.163, usercpu_time_millis_testing: 7.277, usercpu_time_millis_training: 143.886,

Metric:

Timeline

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

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