OpenML
Supervised Classification on Internet-Advertisements

Supervised Classification on Internet-Advertisements

Task 146085 Supervised Classification Internet-Advertisements 12645 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5463, f_measure: 0.7953, kb_relative_information_score: 1.402, 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: 1249.629, usercpu_time_millis: 3.472, usercpu_time_millis_testing: 0.255, usercpu_time_millis_training: 3.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.9396, kappa: 0.7296, kb_relative_information_score: 1874.5516, mean_absolute_error: 0.1172, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9475, predictive_accuracy: 0.9451, prior_entropy: 0.5848, recall: 0.9451, relative_absolute_error: 0.4864, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.6077, scimark_benchmark: 1256.6099, usercpu_time_millis: 4.886, usercpu_time_millis_testing: 0.329, usercpu_time_millis_training: 4.557,
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: 1253.2852, usercpu_time_millis: 3.548, usercpu_time_millis_testing: 0.239, usercpu_time_millis_training: 3.309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5885, f_measure: 0.1922, kappa: 0.028, kb_relative_information_score: -6389.2612, mean_absolute_error: 0.4534, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8722, predictive_accuracy: 0.2245, prior_entropy: 0.5848, recall: 0.2245, relative_absolute_error: 1.882, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.476, root_relative_squared_error: 1.3718, scimark_benchmark: 1248.8606, usercpu_time_millis: 10009.057, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 10008.777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.736, f_measure: 0.6841, kappa: 0.2079, kb_relative_information_score: -1967.622, mean_absolute_error: 0.2743, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8519, predictive_accuracy: 0.6273, prior_entropy: 0.5848, recall: 0.6273, relative_absolute_error: 1.1385, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.4325, root_relative_squared_error: 1.2464, scimark_benchmark: 1254.9135, usercpu_time_millis: 2848.092, usercpu_time_millis_testing: 0.314, usercpu_time_millis_training: 2847.778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7723, f_measure: 0.5328, kappa: 0.1314, kb_relative_information_score: -3425.6195, mean_absolute_error: 0.3223, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8651, predictive_accuracy: 0.4733, prior_entropy: 0.5848, recall: 0.4733, relative_absolute_error: 1.3376, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3991, root_relative_squared_error: 1.1503, scimark_benchmark: 1237.2929, usercpu_time_millis: 2973.485, usercpu_time_millis_testing: 0.313, usercpu_time_millis_training: 2973.172,
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: 1265.6728, usercpu_time_millis: 4.449, usercpu_time_millis_testing: 0.295, usercpu_time_millis_training: 4.154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9376, f_measure: 0.9131, kappa: 0.6009, kb_relative_information_score: 1448.4341, mean_absolute_error: 0.1503, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9288, predictive_accuracy: 0.9247, prior_entropy: 0.5848, recall: 0.9247, relative_absolute_error: 0.6239, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2449, root_relative_squared_error: 0.7059, scimark_benchmark: 1267.7887, usercpu_time_millis: 4.984, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 4.615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8868, f_measure: 0.8996, kappa: 0.6269, kb_relative_information_score: 1246.5378, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9199, predictive_accuracy: 0.8908, prior_entropy: 0.5848, recall: 0.8908, relative_absolute_error: 0.5206, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3247, root_relative_squared_error: 0.9359, scimark_benchmark: 1250.741, usercpu_time_millis: 159.655, usercpu_time_millis_testing: 0.283, usercpu_time_millis_training: 159.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.7953, kb_relative_information_score: 311.5224, mean_absolute_error: 0.2285, 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: 0.9485, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3303, root_relative_squared_error: 0.9518, scimark_benchmark: 1247.5311, usercpu_time_millis: 4.65, usercpu_time_millis_testing: 0.333, usercpu_time_millis_training: 4.317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9547, f_measure: 0.9634, kappa: 0.8408, kb_relative_information_score: 2317.7208, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9659, predictive_accuracy: 0.9652, prior_entropy: 0.5848, recall: 0.9652, relative_absolute_error: 0.3283, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.5007, scimark_benchmark: 1264.9535, usercpu_time_millis: 7.266, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 6.98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.501, f_measure: 0.0356, kappa: 0.0002, kb_relative_information_score: -8203.2628, mean_absolute_error: 0.5714, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8796, predictive_accuracy: 0.1406, prior_entropy: 0.5848, recall: 0.1406, relative_absolute_error: 2.3715, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.6094, root_relative_squared_error: 1.7564, scimark_benchmark: 1279.3676, usercpu_time_millis: 10135.441, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 10135.147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.576, f_measure: 0.7351, kappa: 0.2128, kb_relative_information_score: -2110.512, mean_absolute_error: 0.3163, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8315, predictive_accuracy: 0.6901, prior_entropy: 0.5848, recall: 0.6901, relative_absolute_error: 1.3127, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.5557, root_relative_squared_error: 1.6016, scimark_benchmark: 1265.4009, usercpu_time_millis: 877.164, usercpu_time_millis_testing: 0.36, usercpu_time_millis_training: 876.804,
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: 1245.5001, usercpu_time_millis: 4.755, usercpu_time_millis_testing: 0.361, usercpu_time_millis_training: 4.394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6474, f_measure: 0.3227, kappa: 0.053, kb_relative_information_score: -5421.212, mean_absolute_error: 0.4112, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8576, predictive_accuracy: 0.3056, prior_entropy: 0.5848, recall: 0.3056, relative_absolute_error: 1.7065, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.453, root_relative_squared_error: 1.3057, scimark_benchmark: 1262.592, usercpu_time_millis: 4671.18, usercpu_time_millis_testing: 0.299, usercpu_time_millis_training: 4670.881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9599, f_measure: 0.9606, kappa: 0.8279, kb_relative_information_score: 2228.5724, mean_absolute_error: 0.0902, 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: 0.3745, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.181, root_relative_squared_error: 0.5217, scimark_benchmark: 1246.3845, usercpu_time_millis: 10.277, usercpu_time_millis_testing: 0.334, usercpu_time_millis_training: 9.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.9228, kappa: 0.6486, kb_relative_information_score: 1653.6054, mean_absolute_error: 0.1389, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9356, predictive_accuracy: 0.932, prior_entropy: 0.5848, recall: 0.932, relative_absolute_error: 0.5764, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2288, root_relative_squared_error: 0.6595, scimark_benchmark: 1256.8919, usercpu_time_millis: 5.438, usercpu_time_millis_testing: 0.376, usercpu_time_millis_training: 5.062,
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: 1259.448, usercpu_time_millis: 4.843, usercpu_time_millis_testing: 0.331, usercpu_time_millis_training: 4.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9362, f_measure: 0.8739, kappa: 0.4031, kb_relative_information_score: 1191.1242, mean_absolute_error: 0.172, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9061, predictive_accuracy: 0.8988, prior_entropy: 0.5848, recall: 0.8988, relative_absolute_error: 0.7139, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.7646, scimark_benchmark: 1260.5264, usercpu_time_millis: 4.413, usercpu_time_millis_testing: 0.305, usercpu_time_millis_training: 4.108,
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: 1247.7633, usercpu_time_millis: 4.594, usercpu_time_millis_testing: 0.323, usercpu_time_millis_training: 4.271,
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: 1250.1773, usercpu_time_millis: 4.443, usercpu_time_millis_testing: 0.302, usercpu_time_millis_training: 4.141,
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: 1252.3233, usercpu_time_millis: 4.217, usercpu_time_millis_testing: 0.298, usercpu_time_millis_training: 3.919,
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: 1261.4171, usercpu_time_millis: 4.852, usercpu_time_millis_testing: 0.314, usercpu_time_millis_training: 4.538,
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: 1268.9581, usercpu_time_millis: 4.536, usercpu_time_millis_testing: 0.343, usercpu_time_millis_training: 4.193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9429, f_measure: 0.9272, kappa: 0.6701, kb_relative_information_score: 1657.0955, mean_absolute_error: 0.1349, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9387, predictive_accuracy: 0.9353, prior_entropy: 0.5848, recall: 0.9353, relative_absolute_error: 0.56, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2288, root_relative_squared_error: 0.6593, scimark_benchmark: 1229.467, usercpu_time_millis: 4.425, usercpu_time_millis_testing: 0.37, usercpu_time_millis_training: 4.055,
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: 1262.4815, usercpu_time_millis: 4.362, usercpu_time_millis_testing: 0.31, usercpu_time_millis_training: 4.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9483, f_measure: 0.9441, kappa: 0.7508, kb_relative_information_score: 1917.646, mean_absolute_error: 0.1135, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9508, predictive_accuracy: 0.9488, prior_entropy: 0.5848, recall: 0.9488, relative_absolute_error: 0.4711, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.5972, scimark_benchmark: 1247.9299, usercpu_time_millis: 4.551, usercpu_time_millis_testing: 0.277, usercpu_time_millis_training: 4.274,
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: 1260.7422, usercpu_time_millis: 4.278, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 3.992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9517, f_measure: 0.9562, kappa: 0.8082, kb_relative_information_score: 2177.2569, mean_absolute_error: 0.0902, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9595, predictive_accuracy: 0.9588, prior_entropy: 0.5848, recall: 0.9588, relative_absolute_error: 0.3745, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.5359, scimark_benchmark: 1260.7937, usercpu_time_millis: 6.491, usercpu_time_millis_testing: 0.328, usercpu_time_millis_training: 6.163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8204, f_measure: 0.6168, kappa: 0.1823, kb_relative_information_score: -2395.9126, mean_absolute_error: 0.2736, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8687, predictive_accuracy: 0.5554, prior_entropy: 0.5848, recall: 0.5554, relative_absolute_error: 1.1356, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3702, root_relative_squared_error: 1.0669, scimark_benchmark: 1248.6194, usercpu_time_millis: 4335.221, usercpu_time_millis_testing: 0.325, usercpu_time_millis_training: 4334.896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, f_measure: 0.8011, kappa: 0.0296, kb_relative_information_score: 618.5141, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8814, predictive_accuracy: 0.8625, prior_entropy: 0.5848, recall: 0.8625, relative_absolute_error: 0.8861, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.311, root_relative_squared_error: 0.8964, scimark_benchmark: 1239.9432, usercpu_time_millis: 5.785, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 5.488,
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: 1271.5478, usercpu_time_millis: 4.958, usercpu_time_millis_testing: 0.287, usercpu_time_millis_training: 4.671,
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: 1269.7722, usercpu_time_millis: 5.216, usercpu_time_millis_testing: 0.344, usercpu_time_millis_training: 4.872,
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: 1275.2171, usercpu_time_millis: 4.458, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 4.172,
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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: 1249.9544, usercpu_time_millis: 4.334, usercpu_time_millis_testing: 0.298, usercpu_time_millis_training: 4.036,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8361, f_measure: 0.8172, kappa: 0.3902, kb_relative_information_score: 413.3274, mean_absolute_error: 0.15, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8721, predictive_accuracy: 0.7917, prior_entropy: 0.5848, recall: 0.7917, relative_absolute_error: 0.6228, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2857, root_relative_squared_error: 0.8235, scimark_benchmark: 1234.4138, usercpu_time_millis: 1633.453, usercpu_time_millis_testing: 0.321, usercpu_time_millis_training: 1633.132,
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: 1238.5924, usercpu_time_millis: 4.36, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 4.063,
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: 1263.2501, usercpu_time_millis: 4.704, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 4.357,
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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: 1258.821, usercpu_time_millis: 4.092, usercpu_time_millis_testing: 0.29, usercpu_time_millis_training: 3.802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.9567, kappa: 0.8103, kb_relative_information_score: 2181.8355, mean_absolute_error: 0.0923, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9605, predictive_accuracy: 0.9594, prior_entropy: 0.5848, recall: 0.9594, relative_absolute_error: 0.3829, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1844, root_relative_squared_error: 0.5314, scimark_benchmark: 1268.5422, usercpu_time_millis: 6.005, usercpu_time_millis_testing: 0.259, usercpu_time_millis_training: 5.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9495, f_measure: 0.9507, kappa: 0.7822, kb_relative_information_score: 2048.2907, mean_absolute_error: 0.102, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9557, predictive_accuracy: 0.9543, prior_entropy: 0.5848, recall: 0.9543, relative_absolute_error: 0.4233, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.5661, scimark_benchmark: 1265.4713, usercpu_time_millis: 5.905, usercpu_time_millis_testing: 0.3, usercpu_time_millis_training: 5.605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9446, f_measure: 0.9061, kappa: 0.5659, kb_relative_information_score: 1428.8702, mean_absolute_error: 0.1555, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9248, predictive_accuracy: 0.9198, prior_entropy: 0.5848, recall: 0.9198, relative_absolute_error: 0.6452, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.247, root_relative_squared_error: 0.7119, scimark_benchmark: 1269.1557, usercpu_time_millis: 4.736, usercpu_time_millis_testing: 0.292, usercpu_time_millis_training: 4.444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9437, f_measure: 0.93, kappa: 0.6835, kb_relative_information_score: 1737.1397, mean_absolute_error: 0.1285, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9406, predictive_accuracy: 0.9375, prior_entropy: 0.5848, recall: 0.9375, relative_absolute_error: 0.5335, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.6407, scimark_benchmark: 1250.004, usercpu_time_millis: 4.803, usercpu_time_millis_testing: 0.309, usercpu_time_millis_training: 4.494,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6597, f_measure: 0.6179, kappa: 0.1881, kb_relative_information_score: -4001.5634, mean_absolute_error: 0.4162, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8731, predictive_accuracy: 0.5569, prior_entropy: 0.5848, recall: 0.5569, relative_absolute_error: 1.7277, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.6163, root_relative_squared_error: 1.7763, scimark_benchmark: 1256.8115, usercpu_time_millis: 1757.08, usercpu_time_millis_testing: 0.311, usercpu_time_millis_training: 1756.769,
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: 1269.6125, usercpu_time_millis: 4.664, usercpu_time_millis_testing: 0.361, usercpu_time_millis_training: 4.303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9488, f_measure: 0.93, kappa: 0.6835, kb_relative_information_score: 1755.0364, mean_absolute_error: 0.1305, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9406, predictive_accuracy: 0.9375, prior_entropy: 0.5848, recall: 0.9375, relative_absolute_error: 0.5417, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.635, scimark_benchmark: 1258.0697, usercpu_time_millis: 4.563, usercpu_time_millis_testing: 0.3, usercpu_time_millis_training: 4.263,
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: 1267.302, usercpu_time_millis: 4.773, usercpu_time_millis_testing: 0.348, usercpu_time_millis_training: 4.425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.9455, kappa: 0.7578, kb_relative_information_score: 1945.4661, mean_absolute_error: 0.111, 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: 0.4607, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.5905, scimark_benchmark: 1232.2317, usercpu_time_millis: 4.796, usercpu_time_millis_testing: 0.29, usercpu_time_millis_training: 4.506,
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: 1256.661, usercpu_time_millis: 4.13, usercpu_time_millis_testing: 0.301, usercpu_time_millis_training: 3.829,
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: 1234.9672, usercpu_time_millis: 4.14, usercpu_time_millis_testing: 0.293, usercpu_time_millis_training: 3.847,
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: 1243.2658, usercpu_time_millis: 4.088, usercpu_time_millis_testing: 0.302, usercpu_time_millis_training: 3.786,
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: 1264.8079, usercpu_time_millis: 4.064, usercpu_time_millis_testing: 0.265, usercpu_time_millis_training: 3.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7361, f_measure: 0.6841, kappa: 0.2079, kb_relative_information_score: -1969.1175, mean_absolute_error: 0.2745, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8519, predictive_accuracy: 0.6273, prior_entropy: 0.5848, recall: 0.6273, relative_absolute_error: 1.1392, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.4325, root_relative_squared_error: 1.2465, scimark_benchmark: 1271.9127, usercpu_time_millis: 2704.259, usercpu_time_millis_testing: 0.278, usercpu_time_millis_training: 2703.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5366, f_measure: 0.4281, kappa: 0.0623, kb_relative_information_score: -6998.408, mean_absolute_error: 0.5886, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.828, predictive_accuracy: 0.3785, prior_entropy: 0.5848, recall: 0.3785, relative_absolute_error: 2.443, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.7482, root_relative_squared_error: 2.1563, scimark_benchmark: 1247.895, usercpu_time_millis: 5220.53, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 5220.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.915, f_measure: 0.8267, kappa: 0.4295, kb_relative_information_score: 439.1953, mean_absolute_error: 0.157, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8856, predictive_accuracy: 0.8018, prior_entropy: 0.5848, recall: 0.8018, relative_absolute_error: 0.6516, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2692, root_relative_squared_error: 0.7759, scimark_benchmark: 1256.5718, usercpu_time_millis: 356.347, usercpu_time_millis_testing: 0.339, usercpu_time_millis_training: 356.008,
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: 1265.0713, usercpu_time_millis: 4.668, usercpu_time_millis_testing: 0.301, usercpu_time_millis_training: 4.367,
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: 1256.5928, usercpu_time_millis: 4.307, usercpu_time_millis_testing: 0.302, usercpu_time_millis_training: 4.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9541, f_measure: 0.9627, kappa: 0.8377, kb_relative_information_score: 2298.1512, mean_absolute_error: 0.0807, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9653, predictive_accuracy: 0.9646, prior_entropy: 0.5848, recall: 0.9646, relative_absolute_error: 0.3348, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1754, root_relative_squared_error: 0.5054, scimark_benchmark: 1260.0952, usercpu_time_millis: 7.63, usercpu_time_millis_testing: 0.283, usercpu_time_millis_training: 7.347,
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: 1246.1109, usercpu_time_millis: 4.283, usercpu_time_millis_testing: 0.27, usercpu_time_millis_training: 4.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9294, f_measure: 0.8367, kappa: 0.2123, kb_relative_information_score: 844.4223, mean_absolute_error: 0.1981, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8876, predictive_accuracy: 0.8783, prior_entropy: 0.5848, recall: 0.8783, relative_absolute_error: 0.8222, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2925, root_relative_squared_error: 0.8431, scimark_benchmark: 1237.8095, usercpu_time_millis: 4.472, usercpu_time_millis_testing: 0.351, usercpu_time_millis_training: 4.121,
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: 1243.7979, usercpu_time_millis: 4.471, usercpu_time_millis_testing: 0.313, usercpu_time_millis_training: 4.158,
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: 1253.0306, usercpu_time_millis: 4.041, usercpu_time_millis_testing: 0.279, usercpu_time_millis_training: 3.762,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs