OpenML
Supervised Classification on Internet-Advertisements

Supervised Classification on Internet-Advertisements

Task 6566 Supervised Classification Internet-Advertisements 25422 runs submitted
0 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

25422 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9658, f_measure: 0.967, kappa: 0.8582, kb_relative_information_score: 2526.8267, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9682, predictive_accuracy: 0.9683, prior_entropy: 0.5848, recall: 0.9683, relative_absolute_error: 0.229, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1671, root_relative_squared_error: 0.4815, scimark_benchmark: 1262.2114, usercpu_time_millis: 1292.395, usercpu_time_millis_testing: 24.532, usercpu_time_millis_training: 1267.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9138, f_measure: 0.8844, kappa: 0.4617, kb_relative_information_score: 967.8317, mean_absolute_error: 0.1518, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9014, predictive_accuracy: 0.903, prior_entropy: 0.5848, recall: 0.903, relative_absolute_error: 0.63, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2744, root_relative_squared_error: 0.7908, scimark_benchmark: 1296.2924, usercpu_time_millis: 3258.259, usercpu_time_millis_testing: 46.541, usercpu_time_millis_training: 3211.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.9556, kappa: 0.8076, kb_relative_information_score: 2256.675, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.957, predictive_accuracy: 0.9576, prior_entropy: 0.5848, recall: 0.9576, relative_absolute_error: 0.3174, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1933, root_relative_squared_error: 0.5572, scimark_benchmark: 1258.4186, usercpu_time_millis: 1189.262, usercpu_time_millis_testing: 23.525, usercpu_time_millis_training: 1165.737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9503, f_measure: 0.9526, kappa: 0.7914, kb_relative_information_score: 2264.7952, mean_absolute_error: 0.0812, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9568, predictive_accuracy: 0.9558, prior_entropy: 0.5848, recall: 0.9558, relative_absolute_error: 0.337, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.5457, scimark_benchmark: 1255.4545, usercpu_time_millis: 1659.101, usercpu_time_millis_testing: 32.181, usercpu_time_millis_training: 1626.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9741, f_measure: 0.9707, kappa: 0.8743, kb_relative_information_score: 2636.9382, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9716, predictive_accuracy: 0.9716, prior_entropy: 0.5848, recall: 0.9716, relative_absolute_error: 0.1924, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1539, root_relative_squared_error: 0.4437, scimark_benchmark: 1243.6097, usercpu_time_millis: 842.42, usercpu_time_millis_testing: 16.703, usercpu_time_millis_training: 825.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.9386, kappa: 0.7254, kb_relative_information_score: 1948.7707, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9462, predictive_accuracy: 0.9442, prior_entropy: 0.5848, recall: 0.9442, relative_absolute_error: 0.4325, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.6319, scimark_benchmark: 1298.0178, usercpu_time_millis: 1537.431, usercpu_time_millis_testing: 30.452, usercpu_time_millis_training: 1506.979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9532, f_measure: 0.9525, kappa: 0.7946, kb_relative_information_score: 2234.3227, mean_absolute_error: 0.075, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9535, predictive_accuracy: 0.9546, prior_entropy: 0.5848, recall: 0.9546, relative_absolute_error: 0.3113, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.5353, scimark_benchmark: 1259.1837, usercpu_time_millis: 773.922, usercpu_time_millis_testing: 12.619, usercpu_time_millis_training: 761.303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9117, f_measure: 0.9419, kappa: 0.7423, kb_relative_information_score: 2015.1201, mean_absolute_error: 0.0972, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9468, predictive_accuracy: 0.9463, prior_entropy: 0.5848, recall: 0.9463, relative_absolute_error: 0.4034, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2161, root_relative_squared_error: 0.6227, scimark_benchmark: 1255.12, usercpu_time_millis: 1443.769, usercpu_time_millis_testing: 25.588, usercpu_time_millis_training: 1418.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9518, f_measure: 0.9551, kappa: 0.806, kb_relative_information_score: 2259.829, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9561, predictive_accuracy: 0.957, prior_entropy: 0.5848, recall: 0.957, relative_absolute_error: 0.3015, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.5341, scimark_benchmark: 1291.7957, usercpu_time_millis: 857.796, usercpu_time_millis_testing: 12.955, usercpu_time_millis_training: 844.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7896, f_measure: 0.8623, kappa: 0.3447, kb_relative_information_score: 394.962, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8967, predictive_accuracy: 0.8914, prior_entropy: 0.5848, recall: 0.8914, relative_absolute_error: 0.7343, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2987, root_relative_squared_error: 0.8608, scimark_benchmark: 1276.3431, usercpu_time_millis: 3622.93, usercpu_time_millis_testing: 60.74, usercpu_time_millis_training: 3562.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9193, f_measure: 0.9427, kappa: 0.7472, kb_relative_information_score: 2030.5854, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9462, predictive_accuracy: 0.9466, prior_entropy: 0.5848, recall: 0.9466, relative_absolute_error: 0.3933, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.6234, scimark_benchmark: 1302.337, usercpu_time_millis: 1340.789, usercpu_time_millis_testing: 27.75, usercpu_time_millis_training: 1313.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9604, f_measure: 0.9647, kappa: 0.8499, kb_relative_information_score: 2441.8683, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9648, predictive_accuracy: 0.9655, prior_entropy: 0.5848, recall: 0.9655, relative_absolute_error: 0.2416, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.173, root_relative_squared_error: 0.4985, scimark_benchmark: 1284.4879, usercpu_time_millis: 615.025, usercpu_time_millis_testing: 13.192, usercpu_time_millis_training: 601.833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.955, kappa: 0.8056, kb_relative_information_score: 2232.8886, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9562, predictive_accuracy: 0.957, prior_entropy: 0.5848, recall: 0.957, relative_absolute_error: 0.3131, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.5348, scimark_benchmark: 1263.6736, usercpu_time_millis: 624.364, usercpu_time_millis_testing: 13.451, usercpu_time_millis_training: 610.913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9515, f_measure: 0.9601, kappa: 0.8289, kb_relative_information_score: 2302.5821, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9608, predictive_accuracy: 0.9616, prior_entropy: 0.5848, recall: 0.9616, relative_absolute_error: 0.29, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1814, root_relative_squared_error: 0.5228, scimark_benchmark: 1264.6989, usercpu_time_millis: 556.939, usercpu_time_millis_testing: 12.055, usercpu_time_millis_training: 544.884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.9141, kappa: 0.6095, kb_relative_information_score: 1266.1216, mean_absolute_error: 0.1247, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.924, predictive_accuracy: 0.9241, prior_entropy: 0.5848, recall: 0.9241, relative_absolute_error: 0.5178, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2408, root_relative_squared_error: 0.694, scimark_benchmark: 1279.4232, usercpu_time_millis: 3425.532, usercpu_time_millis_testing: 51.22, usercpu_time_millis_training: 3374.312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.9123, kappa: 0.6025, kb_relative_information_score: 1528.3858, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9201, predictive_accuracy: 0.9219, prior_entropy: 0.5848, recall: 0.9219, relative_absolute_error: 0.516, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2432, root_relative_squared_error: 0.7008, scimark_benchmark: 1272.3633, usercpu_time_millis: 3381.034, usercpu_time_millis_testing: 49.905, usercpu_time_millis_training: 3331.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.9661, kappa: 0.8539, kb_relative_information_score: 2527.3942, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9673, predictive_accuracy: 0.9674, prior_entropy: 0.5848, recall: 0.9674, relative_absolute_error: 0.2317, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1674, root_relative_squared_error: 0.4824, scimark_benchmark: 1257.1121, usercpu_time_millis: 1288.362, usercpu_time_millis_testing: 24.413, usercpu_time_millis_training: 1263.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9639, f_measure: 0.9661, kappa: 0.8556, kb_relative_information_score: 2504.6131, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9665, predictive_accuracy: 0.9671, prior_entropy: 0.5848, recall: 0.9671, relative_absolute_error: 0.2231, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1675, root_relative_squared_error: 0.4828, scimark_benchmark: 1287.3031, usercpu_time_millis: 647.584, usercpu_time_millis_testing: 17.351, usercpu_time_millis_training: 630.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.9671, kappa: 0.8585, kb_relative_information_score: 2526.9711, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9682, predictive_accuracy: 0.9683, prior_entropy: 0.5848, recall: 0.9683, relative_absolute_error: 0.2283, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.4808, scimark_benchmark: 1259.2833, usercpu_time_millis: 1220.853, usercpu_time_millis_testing: 23.082, usercpu_time_millis_training: 1197.771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9497, f_measure: 0.9585, kappa: 0.8197, kb_relative_information_score: 2335.7795, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9608, predictive_accuracy: 0.9607, prior_entropy: 0.5848, recall: 0.9607, relative_absolute_error: 0.3006, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.5363, scimark_benchmark: 1293.7015, usercpu_time_millis: 1224.495, usercpu_time_millis_testing: 27.061, usercpu_time_millis_training: 1197.434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9556, f_measure: 0.9626, kappa: 0.8404, kb_relative_information_score: 2362.0361, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9629, predictive_accuracy: 0.9637, prior_entropy: 0.5848, recall: 0.9637, relative_absolute_error: 0.2689, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1792, root_relative_squared_error: 0.5166, scimark_benchmark: 1296.164, usercpu_time_millis: 574.367, usercpu_time_millis_testing: 14.64, usercpu_time_millis_training: 559.727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9549, f_measure: 0.963, kappa: 0.8422, kb_relative_information_score: 2350.2959, mean_absolute_error: 0.0653, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9632, predictive_accuracy: 0.964, prior_entropy: 0.5848, recall: 0.964, relative_absolute_error: 0.2709, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.5185, scimark_benchmark: 1247.2921, usercpu_time_millis: 573.099, usercpu_time_millis_testing: 12.485, usercpu_time_millis_training: 560.614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9528, f_measure: 0.9612, kappa: 0.8337, kb_relative_information_score: 2315.5845, mean_absolute_error: 0.0683, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9617, predictive_accuracy: 0.9625, prior_entropy: 0.5848, recall: 0.9625, relative_absolute_error: 0.2836, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1804, root_relative_squared_error: 0.52, scimark_benchmark: 1258.6196, usercpu_time_millis: 559.257, usercpu_time_millis_testing: 12.315, usercpu_time_millis_training: 546.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.9713, kappa: 0.8772, kb_relative_information_score: 2637, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9722, predictive_accuracy: 0.9722, prior_entropy: 0.5848, recall: 0.9722, relative_absolute_error: 0.1927, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1539, root_relative_squared_error: 0.4436, scimark_benchmark: 1279.3575, usercpu_time_millis: 753.324, usercpu_time_millis_testing: 14.546, usercpu_time_millis_training: 738.778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9605, f_measure: 0.9643, kappa: 0.8481, kb_relative_information_score: 2432.0799, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9645, predictive_accuracy: 0.9652, prior_entropy: 0.5848, recall: 0.9652, relative_absolute_error: 0.2447, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1739, root_relative_squared_error: 0.5012, scimark_benchmark: 1261.5843, usercpu_time_millis: 608.816, usercpu_time_millis_testing: 14.979, usercpu_time_millis_training: 593.837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9547, kappa: 0.8033, kb_relative_information_score: 2147.799, mean_absolute_error: 0.0752, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9566, predictive_accuracy: 0.957, prior_entropy: 0.5848, recall: 0.957, relative_absolute_error: 0.3123, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1843, root_relative_squared_error: 0.5313, scimark_benchmark: 1292.0165, usercpu_time_millis: 2056.345, usercpu_time_millis_testing: 35.179, usercpu_time_millis_training: 2021.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.9537, kappa: 0.7964, kb_relative_information_score: 2280.7882, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9577, predictive_accuracy: 0.9567, prior_entropy: 0.5848, recall: 0.9567, relative_absolute_error: 0.3306, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1877, root_relative_squared_error: 0.5411, scimark_benchmark: 1267.3836, usercpu_time_millis: 1986.629, usercpu_time_millis_testing: 34.328, usercpu_time_millis_training: 1952.301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7447, f_measure: 0.8625, kappa: 0.3449, kb_relative_information_score: 651.6435, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9, predictive_accuracy: 0.892, prior_entropy: 0.5848, recall: 0.892, relative_absolute_error: 0.7573, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3028, root_relative_squared_error: 0.8726, scimark_benchmark: 1298.6587, usercpu_time_millis: 1977.368, usercpu_time_millis_testing: 39.159, usercpu_time_millis_training: 1938.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9685, f_measure: 0.9673, kappa: 0.8589, kb_relative_information_score: 2516.1124, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9687, predictive_accuracy: 0.9686, prior_entropy: 0.5848, recall: 0.9686, relative_absolute_error: 0.243, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1666, root_relative_squared_error: 0.4803, scimark_benchmark: 1292.5327, usercpu_time_millis: 1651.502, usercpu_time_millis_testing: 29.867, usercpu_time_millis_training: 1621.635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9214, f_measure: 0.9409, kappa: 0.7361, kb_relative_information_score: 1970.0206, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9479, predictive_accuracy: 0.946, prior_entropy: 0.5848, recall: 0.946, relative_absolute_error: 0.4246, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.6271, scimark_benchmark: 1265.5652, usercpu_time_millis: 1620.477, usercpu_time_millis_testing: 33.254, usercpu_time_millis_training: 1587.223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9438, f_measure: 0.9464, kappa: 0.7623, kb_relative_information_score: 2080.2136, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9521, predictive_accuracy: 0.9506, prior_entropy: 0.5848, recall: 0.9506, relative_absolute_error: 0.392, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.5972, scimark_benchmark: 1295.0439, usercpu_time_millis: 1552, usercpu_time_millis_testing: 29.914, usercpu_time_millis_training: 1522.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9269, f_measure: 0.9421, kappa: 0.7449, kb_relative_information_score: 2082.2277, mean_absolute_error: 0.0904, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9454, predictive_accuracy: 0.946, prior_entropy: 0.5848, recall: 0.946, relative_absolute_error: 0.3752, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.6065, scimark_benchmark: 1277.094, usercpu_time_millis: 1434.49, usercpu_time_millis_testing: 28.976, usercpu_time_millis_training: 1405.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9559, kappa: 0.8092, kb_relative_information_score: 2278.6064, mean_absolute_error: 0.0748, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9573, predictive_accuracy: 0.9579, prior_entropy: 0.5848, recall: 0.9579, relative_absolute_error: 0.3106, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1927, root_relative_squared_error: 0.5554, scimark_benchmark: 1296.203, usercpu_time_millis: 1370.44, usercpu_time_millis_testing: 28.671, usercpu_time_millis_training: 1341.769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, f_measure: 0.955, kappa: 0.8045, kb_relative_information_score: 2269.6563, mean_absolute_error: 0.0759, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9569, predictive_accuracy: 0.9573, prior_entropy: 0.5848, recall: 0.9573, relative_absolute_error: 0.3151, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1941, root_relative_squared_error: 0.5594, scimark_benchmark: 1291.2782, usercpu_time_millis: 1349.244, usercpu_time_millis_testing: 25.666, usercpu_time_millis_training: 1323.578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9587, f_measure: 0.9597, kappa: 0.8263, kb_relative_information_score: 2381.1818, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9607, predictive_accuracy: 0.9613, prior_entropy: 0.5848, recall: 0.9613, relative_absolute_error: 0.2766, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1832, root_relative_squared_error: 0.528, scimark_benchmark: 1292.1212, usercpu_time_millis: 1328.907, usercpu_time_millis_testing: 23.384, usercpu_time_millis_training: 1305.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9524, f_measure: 0.9551, kappa: 0.806, kb_relative_information_score: 2253.9078, mean_absolute_error: 0.0733, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9561, predictive_accuracy: 0.957, prior_entropy: 0.5848, recall: 0.957, relative_absolute_error: 0.3043, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1854, root_relative_squared_error: 0.5344, scimark_benchmark: 1268.6602, usercpu_time_millis: 1020.533, usercpu_time_millis_testing: 14.87, usercpu_time_millis_training: 1005.663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9718, f_measure: 0.9701, kappa: 0.8721, kb_relative_information_score: 2625.6697, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9708, predictive_accuracy: 0.971, prior_entropy: 0.5848, recall: 0.971, relative_absolute_error: 0.1925, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1546, root_relative_squared_error: 0.4454, scimark_benchmark: 1264.9843, usercpu_time_millis: 952.107, usercpu_time_millis_testing: 20.544, usercpu_time_millis_training: 931.563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.96, f_measure: 0.9637, kappa: 0.8455, kb_relative_information_score: 2432.6044, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9639, predictive_accuracy: 0.9646, prior_entropy: 0.5848, recall: 0.9646, relative_absolute_error: 0.2441, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1741, root_relative_squared_error: 0.5017, scimark_benchmark: 1274.3687, usercpu_time_millis: 768.834, usercpu_time_millis_testing: 15.945, usercpu_time_millis_training: 752.889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9621, f_measure: 0.9641, kappa: 0.8472, kb_relative_information_score: 2471.5354, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9642, predictive_accuracy: 0.9649, prior_entropy: 0.5848, recall: 0.9649, relative_absolute_error: 0.2327, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1709, root_relative_squared_error: 0.4925, scimark_benchmark: 1289.8274, usercpu_time_millis: 762.595, usercpu_time_millis_testing: 16.522, usercpu_time_millis_training: 746.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, f_measure: 0.954, kappa: 0.8013, kb_relative_information_score: 2250.8793, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9552, predictive_accuracy: 0.9561, prior_entropy: 0.5848, recall: 0.9561, relative_absolute_error: 0.3074, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1852, root_relative_squared_error: 0.5337, scimark_benchmark: 1289.425, usercpu_time_millis: 698.05, usercpu_time_millis_testing: 15.374, usercpu_time_millis_training: 682.676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9518, f_measure: 0.959, kappa: 0.8236, kb_relative_information_score: 2301.0973, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.96, predictive_accuracy: 0.9607, prior_entropy: 0.5848, recall: 0.9607, relative_absolute_error: 0.2905, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1816, root_relative_squared_error: 0.5234, scimark_benchmark: 1267.9642, usercpu_time_millis: 664.459, usercpu_time_millis_testing: 13.946, usercpu_time_millis_training: 650.513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8083, f_measure: 0.9334, kappa: 0.7136, kb_relative_information_score: 1744.1799, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.933, predictive_accuracy: 0.936, prior_entropy: 0.5848, recall: 0.936, relative_absolute_error: 0.4792, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.241, root_relative_squared_error: 0.6945, scimark_benchmark: 1284.1282, usercpu_time_millis: 14.632, usercpu_time_millis_testing: 3.158, usercpu_time_millis_training: 11.474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1277.9408, usercpu_time_millis: 12.679, usercpu_time_millis_testing: 3.053, usercpu_time_millis_training: 9.626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8083, f_measure: 0.9334, kappa: 0.7136, kb_relative_information_score: 1744.1799, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.933, predictive_accuracy: 0.936, prior_entropy: 0.5848, recall: 0.936, relative_absolute_error: 0.4792, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.241, root_relative_squared_error: 0.6945, scimark_benchmark: 1269.9989, usercpu_time_millis: 24.181, usercpu_time_millis_testing: 4.305, usercpu_time_millis_training: 19.876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1274.5381, usercpu_time_millis: 21.315, usercpu_time_millis_testing: 4.108, usercpu_time_millis_training: 17.207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6792, f_measure: 0.8902, kappa: 0.4936, kb_relative_information_score: 1064.1307, mean_absolute_error: 0.1649, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9018, predictive_accuracy: 0.9058, prior_entropy: 0.5848, recall: 0.9058, relative_absolute_error: 0.6845, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2919, root_relative_squared_error: 0.8413, scimark_benchmark: 1280.6859, usercpu_time_millis: 22.324, usercpu_time_millis_testing: 3.412, usercpu_time_millis_training: 18.912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1273.358, usercpu_time_millis: 18.857, usercpu_time_millis_testing: 4.246, usercpu_time_millis_training: 14.611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1267.8197, usercpu_time_millis: 19.201, usercpu_time_millis_testing: 3.811, usercpu_time_millis_training: 15.39,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1273.8273, usercpu_time_millis: 19.466, usercpu_time_millis_testing: 4.166, usercpu_time_millis_training: 15.3,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1282.5562, usercpu_time_millis: 19.348, usercpu_time_millis_testing: 3.401, usercpu_time_millis_training: 15.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6562, f_measure: 0.8688, kappa: 0.3819, kb_relative_information_score: 803.0185, mean_absolute_error: 0.1824, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8905, predictive_accuracy: 0.8933, prior_entropy: 0.5848, recall: 0.8933, relative_absolute_error: 0.7572, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3084, root_relative_squared_error: 0.8889, scimark_benchmark: 1273.4874, usercpu_time_millis: 22.146, usercpu_time_millis_testing: 4.083, usercpu_time_millis_training: 18.063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7445, f_measure: 0.9021, kappa: 0.5569, kb_relative_information_score: 1240.993, mean_absolute_error: 0.1513, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9076, predictive_accuracy: 0.9128, prior_entropy: 0.5848, recall: 0.9128, relative_absolute_error: 0.628, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2801, root_relative_squared_error: 0.8073, scimark_benchmark: 1273.0672, usercpu_time_millis: 22.72, usercpu_time_millis_testing: 3.632, usercpu_time_millis_training: 19.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6792, f_measure: 0.8902, kappa: 0.4936, kb_relative_information_score: 1064.1307, mean_absolute_error: 0.1649, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9018, predictive_accuracy: 0.9058, prior_entropy: 0.5848, recall: 0.9058, relative_absolute_error: 0.6845, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2919, root_relative_squared_error: 0.8413, scimark_benchmark: 1273.7393, usercpu_time_millis: 21.275, usercpu_time_millis_testing: 3.539, usercpu_time_millis_training: 17.736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1297.1147, usercpu_time_millis: 19.601, usercpu_time_millis_testing: 3.847, usercpu_time_millis_training: 15.754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6792, f_measure: 0.8902, kappa: 0.4936, kb_relative_information_score: 1064.1307, mean_absolute_error: 0.1649, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9018, predictive_accuracy: 0.9058, prior_entropy: 0.5848, recall: 0.9058, relative_absolute_error: 0.6845, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2919, root_relative_squared_error: 0.8413, scimark_benchmark: 1294.648, usercpu_time_millis: 20.955, usercpu_time_millis_testing: 4.014, usercpu_time_millis_training: 16.941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8083, f_measure: 0.9334, kappa: 0.7136, kb_relative_information_score: 1744.1799, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.933, predictive_accuracy: 0.936, prior_entropy: 0.5848, recall: 0.936, relative_absolute_error: 0.4792, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.241, root_relative_squared_error: 0.6945, scimark_benchmark: 1295.403, usercpu_time_millis: 24.203, usercpu_time_millis_testing: 4.088, usercpu_time_millis_training: 20.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1291.6938, usercpu_time_millis: 21.207, usercpu_time_millis_testing: 3.678, usercpu_time_millis_training: 17.529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6792, f_measure: 0.8902, kappa: 0.4936, kb_relative_information_score: 1064.1307, mean_absolute_error: 0.1649, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9018, predictive_accuracy: 0.9058, prior_entropy: 0.5848, recall: 0.9058, relative_absolute_error: 0.6845, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2919, root_relative_squared_error: 0.8413, scimark_benchmark: 1291.7267, usercpu_time_millis: 21.765, usercpu_time_millis_testing: 3.909, usercpu_time_millis_training: 17.856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1292.0489, usercpu_time_millis: 20.134, usercpu_time_millis_testing: 3.422, usercpu_time_millis_training: 16.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1295.7759, usercpu_time_millis: 18.959, usercpu_time_millis_testing: 3.355, usercpu_time_millis_training: 15.604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1295.6631, usercpu_time_millis: 17.915, usercpu_time_millis_testing: 3.319, usercpu_time_millis_training: 14.596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7048, f_measure: 0.8935, kappa: 0.5128, kb_relative_information_score: 1107.1321, mean_absolute_error: 0.1611, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9014, predictive_accuracy: 0.907, prior_entropy: 0.5848, recall: 0.907, relative_absolute_error: 0.6688, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2891, root_relative_squared_error: 0.8333, scimark_benchmark: 1284.4373, usercpu_time_millis: 22.675, usercpu_time_millis_testing: 3.621, usercpu_time_millis_training: 19.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6326, f_measure: 0.8511, kappa: 0.2882, kb_relative_information_score: 593.7879, mean_absolute_error: 0.1975, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8853, predictive_accuracy: 0.8844, prior_entropy: 0.5848, recall: 0.8844, relative_absolute_error: 0.8199, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3193, root_relative_squared_error: 0.9202, scimark_benchmark: 1298.2305, usercpu_time_millis: 20.85, usercpu_time_millis_testing: 3.676, usercpu_time_millis_training: 17.174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8083, f_measure: 0.9334, kappa: 0.7136, kb_relative_information_score: 1744.1799, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.933, predictive_accuracy: 0.936, prior_entropy: 0.5848, recall: 0.936, relative_absolute_error: 0.4792, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.241, root_relative_squared_error: 0.6945, scimark_benchmark: 1300.1211, usercpu_time_millis: 21.659, usercpu_time_millis_testing: 3.763, usercpu_time_millis_training: 17.896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1299.8114, usercpu_time_millis: 20.568, usercpu_time_millis_testing: 3.576, usercpu_time_millis_training: 16.992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6792, f_measure: 0.8902, kappa: 0.4936, kb_relative_information_score: 1064.1307, mean_absolute_error: 0.1649, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9018, predictive_accuracy: 0.9058, prior_entropy: 0.5848, recall: 0.9058, relative_absolute_error: 0.6845, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2919, root_relative_squared_error: 0.8413, scimark_benchmark: 1288.9722, usercpu_time_millis: 23.134, usercpu_time_millis_testing: 3.695, usercpu_time_millis_training: 19.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6562, f_measure: 0.8688, kappa: 0.3819, kb_relative_information_score: 803.0185, mean_absolute_error: 0.1824, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8905, predictive_accuracy: 0.8933, prior_entropy: 0.5848, recall: 0.8933, relative_absolute_error: 0.7572, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3084, root_relative_squared_error: 0.8889, scimark_benchmark: 1287.9109, usercpu_time_millis: 21.726, usercpu_time_millis_testing: 4.389, usercpu_time_millis_training: 17.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1298.8728, usercpu_time_millis: 18.914, usercpu_time_millis_testing: 3.517, usercpu_time_millis_training: 15.397,
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: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1288.6206, usercpu_time_millis: 22.171, usercpu_time_millis_testing: 4.551, usercpu_time_millis_training: 17.62,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1291.7364, usercpu_time_millis: 21.11, usercpu_time_millis_testing: 4.046, usercpu_time_millis_training: 17.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6792, f_measure: 0.8902, kappa: 0.4936, kb_relative_information_score: 1064.1307, mean_absolute_error: 0.1649, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9018, predictive_accuracy: 0.9058, prior_entropy: 0.5848, recall: 0.9058, relative_absolute_error: 0.6845, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2919, root_relative_squared_error: 0.8413, scimark_benchmark: 1261.0582, usercpu_time_millis: 23.37, usercpu_time_millis_testing: 3.871, usercpu_time_millis_training: 19.499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1273.2668, usercpu_time_millis: 20.372, usercpu_time_millis_testing: 3.557, usercpu_time_millis_training: 16.815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5266, f_measure: 0.8047, kappa: 0.0487, kb_relative_information_score: 84.7303, mean_absolute_error: 0.2343, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8515, predictive_accuracy: 0.8631, prior_entropy: 0.5848, recall: 0.8631, relative_absolute_error: 0.9726, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3438, root_relative_squared_error: 0.9908, scimark_benchmark: 1281.9495, usercpu_time_millis: 19.501, usercpu_time_millis_testing: 3.241, usercpu_time_millis_training: 16.26,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8083, f_measure: 0.9334, kappa: 0.7136, kb_relative_information_score: 1744.1799, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.933, predictive_accuracy: 0.936, prior_entropy: 0.5848, recall: 0.936, relative_absolute_error: 0.4792, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.241, root_relative_squared_error: 0.6945, scimark_benchmark: 1266.2783, usercpu_time_millis: 22.132, usercpu_time_millis_testing: 4.005, usercpu_time_millis_training: 18.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6562, f_measure: 0.8688, kappa: 0.3819, kb_relative_information_score: 803.0185, mean_absolute_error: 0.1824, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8905, predictive_accuracy: 0.8933, prior_entropy: 0.5848, recall: 0.8933, relative_absolute_error: 0.7572, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3084, root_relative_squared_error: 0.8889, scimark_benchmark: 1265.866, usercpu_time_millis: 23.077, usercpu_time_millis_testing: 3.933, usercpu_time_millis_training: 19.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1234.6928, usercpu_time_millis: 18.992, usercpu_time_millis_testing: 4.339, usercpu_time_millis_training: 14.653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1263.4976, usercpu_time_millis: 17.563, usercpu_time_millis_testing: 3.826, usercpu_time_millis_training: 13.737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1270.2653, usercpu_time_millis: 20.103, usercpu_time_millis_testing: 3.68, usercpu_time_millis_training: 16.423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8508, f_measure: 0.9511, kappa: 0.7909, kb_relative_information_score: 2121.7925, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9512, predictive_accuracy: 0.9527, prior_entropy: 0.5848, recall: 0.9527, relative_absolute_error: 0.3655, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2117, root_relative_squared_error: 0.6101, scimark_benchmark: 1279.5984, usercpu_time_millis: 30.393, usercpu_time_millis_testing: 3.805, usercpu_time_millis_training: 26.588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1297.9341, usercpu_time_millis: 19.389, usercpu_time_millis_testing: 4.199, usercpu_time_millis_training: 15.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1279.9861, usercpu_time_millis: 21.975, usercpu_time_millis_testing: 4.032, usercpu_time_millis_training: 17.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1295.347, usercpu_time_millis: 20.241, usercpu_time_millis_testing: 3.604, usercpu_time_millis_training: 16.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1293.4937, usercpu_time_millis: 18.442, usercpu_time_millis_testing: 3.728, usercpu_time_millis_training: 14.714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1292.813, usercpu_time_millis: 18.967, usercpu_time_millis_testing: 4.121, usercpu_time_millis_training: 14.846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1291.6425, usercpu_time_millis: 20.035, usercpu_time_millis_testing: 3.476, usercpu_time_millis_training: 16.559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1300.577, usercpu_time_millis: 18.507, usercpu_time_millis_testing: 3.627, usercpu_time_millis_training: 14.88,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1294.8077, usercpu_time_millis: 19.454, usercpu_time_millis_testing: 3.217, usercpu_time_millis_training: 16.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1273.8303, usercpu_time_millis: 20.617, usercpu_time_millis_testing: 4.454, usercpu_time_millis_training: 16.163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6792, f_measure: 0.8902, kappa: 0.4936, kb_relative_information_score: 1064.1307, mean_absolute_error: 0.1649, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9018, predictive_accuracy: 0.9058, prior_entropy: 0.5848, recall: 0.9058, relative_absolute_error: 0.6845, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2919, root_relative_squared_error: 0.8413, scimark_benchmark: 1292.7685, usercpu_time_millis: 21.841, usercpu_time_millis_testing: 4.241, usercpu_time_millis_training: 17.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1270.5928, usercpu_time_millis: 20.399, usercpu_time_millis_testing: 4.179, usercpu_time_millis_training: 16.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6792, f_measure: 0.8902, kappa: 0.4936, kb_relative_information_score: 1064.1307, mean_absolute_error: 0.1649, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9018, predictive_accuracy: 0.9058, prior_entropy: 0.5848, recall: 0.9058, relative_absolute_error: 0.6845, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2919, root_relative_squared_error: 0.8413, scimark_benchmark: 1270.1965, usercpu_time_millis: 20.364, usercpu_time_millis_testing: 3.75, usercpu_time_millis_training: 16.614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1272.9828, usercpu_time_millis: 19.968, usercpu_time_millis_testing: 3.592, usercpu_time_millis_training: 16.376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1293.01, usercpu_time_millis: 20.48, usercpu_time_millis_testing: 4.228, usercpu_time_millis_training: 16.252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8084, f_measure: 0.934, kappa: 0.7158, kb_relative_information_score: 1755.7231, mean_absolute_error: 0.1147, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9337, predictive_accuracy: 0.9366, prior_entropy: 0.5848, recall: 0.9366, relative_absolute_error: 0.4759, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2402, root_relative_squared_error: 0.6924, scimark_benchmark: 1272.908, usercpu_time_millis: 22.204, usercpu_time_millis_testing: 4.026, usercpu_time_millis_training: 18.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1267.0707, usercpu_time_millis: 20.124, usercpu_time_millis_testing: 3.518, usercpu_time_millis_training: 16.606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1270.0673, usercpu_time_millis: 19.666, usercpu_time_millis_testing: 4.336, usercpu_time_millis_training: 15.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8394, f_measure: 0.9349, kappa: 0.7207, kb_relative_information_score: 1789.4674, mean_absolute_error: 0.1114, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9344, predictive_accuracy: 0.9372, prior_entropy: 0.5848, recall: 0.9372, relative_absolute_error: 0.4622, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2386, root_relative_squared_error: 0.6875, scimark_benchmark: 1271.8816, usercpu_time_millis: 22.647, usercpu_time_millis_testing: 3.506, usercpu_time_millis_training: 19.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8083, f_measure: 0.9334, kappa: 0.7136, kb_relative_information_score: 1744.1799, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.933, predictive_accuracy: 0.936, prior_entropy: 0.5848, recall: 0.936, relative_absolute_error: 0.4792, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.241, root_relative_squared_error: 0.6945, scimark_benchmark: 1274.0357, usercpu_time_millis: 23.11, usercpu_time_millis_testing: 3.252, usercpu_time_millis_training: 19.858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 1262.8289, usercpu_time_millis: 19.692, usercpu_time_millis_testing: 4.102, usercpu_time_millis_training: 15.59,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

OpenML bootcamp

From your own software

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

OpenML APIs