OpenML
Supervised Classification on Internet-Advertisements

Supervised Classification on Internet-Advertisements

Task 6566 Supervised Classification Internet-Advertisements 25422 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, 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: 1272.7742, usercpu_time_millis: 4.179, usercpu_time_millis_testing: 0.285, usercpu_time_millis_training: 3.894,
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: 1303.2112, usercpu_time_millis: 3.78, usercpu_time_millis_testing: 0.258, usercpu_time_millis_training: 3.522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5686, f_measure: 0.5248, kappa: 0.1014, kb_relative_information_score: -5570.8863, mean_absolute_error: 0.5064, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8379, predictive_accuracy: 0.462, prior_entropy: 0.5848, recall: 0.462, relative_absolute_error: 2.1019, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.6891, root_relative_squared_error: 1.9861, scimark_benchmark: 1307.6591, usercpu_time_millis: 2811.512, usercpu_time_millis_testing: 0.313, usercpu_time_millis_training: 2811.199,
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: 1270.6056, usercpu_time_millis: 4.087, usercpu_time_millis_testing: 0.253, usercpu_time_millis_training: 3.834,
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: 1270.6868, usercpu_time_millis: 4.123, usercpu_time_millis_testing: 0.698, usercpu_time_millis_training: 3.425,
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: 1294.0938, usercpu_time_millis: 3.906, usercpu_time_millis_testing: 0.256, usercpu_time_millis_training: 3.65,
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: 1304.3309, usercpu_time_millis: 3.806, usercpu_time_millis_testing: 0.253, usercpu_time_millis_training: 3.553,
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: 1307.6514, usercpu_time_millis: 3.823, usercpu_time_millis_testing: 0.252, usercpu_time_millis_training: 3.571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6941, f_measure: 0.7421, kappa: 0.2436, kb_relative_information_score: -1157.3229, mean_absolute_error: 0.2393, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8436, predictive_accuracy: 0.6978, prior_entropy: 0.5848, recall: 0.6978, relative_absolute_error: 0.9933, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.4209, root_relative_squared_error: 1.2132, scimark_benchmark: 1298.0234, usercpu_time_millis: 2067.398, usercpu_time_millis_testing: 0.302, usercpu_time_millis_training: 2067.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, f_measure: 0.9539, kappa: 0.7972, kb_relative_information_score: 2103.0523, mean_absolute_error: 0.1002, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9582, predictive_accuracy: 0.957, prior_entropy: 0.5848, recall: 0.957, relative_absolute_error: 0.4159, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1911, root_relative_squared_error: 0.5509, scimark_benchmark: 1281.277, usercpu_time_millis: 6.185, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 5.925,
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: 1279.1669, usercpu_time_millis: 4.023, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 3.717,
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: 1291.4021, usercpu_time_millis: 4.023, usercpu_time_millis_testing: 0.266, usercpu_time_millis_training: 3.757,
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: 1296.2839, usercpu_time_millis: 4.39, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 4.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5342, f_measure: 0.7121, kappa: 0.1108, kb_relative_information_score: -2082.1574, mean_absolute_error: 0.3015, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7948, predictive_accuracy: 0.6654, prior_entropy: 0.5848, recall: 0.6654, relative_absolute_error: 1.2513, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.5223, root_relative_squared_error: 1.5054, scimark_benchmark: 1340.8198, usercpu_time_millis: 4043.242, usercpu_time_millis_testing: 0.317, usercpu_time_millis_training: 4042.925,
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: 1278.1755, usercpu_time_millis: 4.478, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 4.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6749, f_measure: 0.7953, kb_relative_information_score: 53.2443, mean_absolute_error: 0.2391, 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: 0.9924, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3446, root_relative_squared_error: 0.9933, scimark_benchmark: 1254.939, usercpu_time_millis: 4.631, usercpu_time_millis_testing: 0.316, usercpu_time_millis_training: 4.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9057, f_measure: 0.8538, kappa: 0.3004, kb_relative_information_score: 918.4988, mean_absolute_error: 0.1916, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8953, predictive_accuracy: 0.8872, prior_entropy: 0.5848, recall: 0.8872, relative_absolute_error: 0.795, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2859, root_relative_squared_error: 0.8241, scimark_benchmark: 1290.2858, usercpu_time_millis: 4.026, usercpu_time_millis_testing: 0.273, usercpu_time_millis_training: 3.753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9411, f_measure: 0.8922, kappa: 0.591, kb_relative_information_score: 1420.3163, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.908, predictive_accuracy: 0.8841, prior_entropy: 0.5848, recall: 0.8841, relative_absolute_error: 0.4764, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2236, root_relative_squared_error: 0.6445, scimark_benchmark: 1262.2671, usercpu_time_millis: 279.577, usercpu_time_millis_testing: 0.287, usercpu_time_millis_training: 279.29,
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: 1304.9185, usercpu_time_millis: 5.044, usercpu_time_millis_testing: 0.837, usercpu_time_millis_training: 4.207,
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: 1307.5425, usercpu_time_millis: 4.117, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 3.843,
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: 1305.3882, usercpu_time_millis: 4.511, usercpu_time_millis_testing: 0.275, usercpu_time_millis_training: 4.236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9507, f_measure: 0.9529, kappa: 0.7926, kb_relative_information_score: 2099.0059, mean_absolute_error: 0.0977, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9572, predictive_accuracy: 0.9561, prior_entropy: 0.5848, recall: 0.9561, relative_absolute_error: 0.4055, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.554, scimark_benchmark: 1272.646, usercpu_time_millis: 6.471, usercpu_time_millis_testing: -0.127, usercpu_time_millis_training: 6.598,
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: 1306.9154, usercpu_time_millis: 3.922, usercpu_time_millis_testing: 0.272, usercpu_time_millis_training: 3.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9503, f_measure: 0.9519, kappa: 0.7885, kb_relative_information_score: 2109.4854, mean_absolute_error: 0.0961, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9561, predictive_accuracy: 0.9552, prior_entropy: 0.5848, recall: 0.9552, relative_absolute_error: 0.3988, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.5522, scimark_benchmark: 1294.905, usercpu_time_millis: 5.562, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 5.294,
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: 1300.6042, usercpu_time_millis: 3.739, usercpu_time_millis_testing: 0.248, usercpu_time_millis_training: 3.491,
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: 1263.161, usercpu_time_millis: 4.341, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 4.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9313, f_measure: 0.8275, kappa: 0.1649, kb_relative_information_score: 770.662, mean_absolute_error: 0.203, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8823, predictive_accuracy: 0.8737, prior_entropy: 0.5848, recall: 0.8737, relative_absolute_error: 0.8427, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2982, root_relative_squared_error: 0.8593, scimark_benchmark: 1309.513, usercpu_time_millis: 4.288, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 4.028,
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: 1303.6735, usercpu_time_millis: 4.646, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 4.364,
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: 1303.6969, usercpu_time_millis: 4.082, usercpu_time_millis_testing: 0.263, usercpu_time_millis_training: 3.819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9476, f_measure: 0.9396, kappa: 0.7296, kb_relative_information_score: 1864.6505, mean_absolute_error: 0.1183, 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: 0.4911, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2115, root_relative_squared_error: 0.6097, scimark_benchmark: 1274.2903, usercpu_time_millis: 4.945, usercpu_time_millis_testing: 0.308, usercpu_time_millis_training: 4.637,
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: 1305.075, usercpu_time_millis: 4.444, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 4.155,
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: 1302.8653, usercpu_time_millis: 4.344, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 4.076,
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: 1306.2401, usercpu_time_millis: 3.939, usercpu_time_millis_testing: 0.272, usercpu_time_millis_training: 3.667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8359, f_measure: 0.8172, kappa: 0.3902, kb_relative_information_score: 416.1756, mean_absolute_error: 0.1498, 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: 0.6218, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2857, root_relative_squared_error: 0.8234, scimark_benchmark: 1295.4729, usercpu_time_millis: 1732.779, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 1732.497,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9105, f_measure: 0.8729, kappa: 0.3979, kb_relative_information_score: 1137.4988, mean_absolute_error: 0.1748, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9056, predictive_accuracy: 0.8981, prior_entropy: 0.5848, recall: 0.8981, relative_absolute_error: 0.7255, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.269, root_relative_squared_error: 0.7752, scimark_benchmark: 1306.8309, usercpu_time_millis: 3.311, usercpu_time_millis_testing: 0.242, usercpu_time_millis_training: 3.069,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8023, f_measure: 0.8886, kappa: 0.578, kb_relative_information_score: 1078.2408, mean_absolute_error: 0.1341, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9049, predictive_accuracy: 0.8801, prior_entropy: 0.5848, recall: 0.8801, relative_absolute_error: 0.5564, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3416, root_relative_squared_error: 0.9845, scimark_benchmark: 1310.3422, usercpu_time_millis: 555.863, usercpu_time_millis_testing: 0.341, usercpu_time_millis_training: 555.522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.9308, kappa: 0.6873, kb_relative_information_score: 1743.9693, mean_absolute_error: 0.1284, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9411, predictive_accuracy: 0.9381, prior_entropy: 0.5848, recall: 0.9381, relative_absolute_error: 0.533, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2216, root_relative_squared_error: 0.6387, scimark_benchmark: 1259.4919, usercpu_time_millis: 4.567, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 4.299,
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: 1280.2211, usercpu_time_millis: 4.345, usercpu_time_millis_testing: 0.295, usercpu_time_millis_training: 4.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9016, f_measure: 0.7953, kb_relative_information_score: 496.0732, mean_absolute_error: 0.2192, 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: 0.9097, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.318, root_relative_squared_error: 0.9166, scimark_benchmark: 1282.7056, usercpu_time_millis: 4.888, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 4.532,
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: 1278.2171, usercpu_time_millis: 4.97, usercpu_time_millis_testing: 0.287, usercpu_time_millis_training: 4.683,
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: 1292.4823, usercpu_time_millis: 4.584, usercpu_time_millis_testing: 0.295, usercpu_time_millis_training: 4.289,
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: 1302.1254, usercpu_time_millis: 4.368, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 4.079,
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: 1265.4693, usercpu_time_millis: 3.683, usercpu_time_millis_testing: 0.247, usercpu_time_millis_training: 3.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9081, f_measure: 0.7953, kb_relative_information_score: 378.7388, mean_absolute_error: 0.2255, 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: 0.9361, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.9399, scimark_benchmark: 1260.7799, usercpu_time_millis: 3.787, usercpu_time_millis_testing: 0.255, usercpu_time_millis_training: 3.532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8065, f_measure: 0.9495, kappa: 0.7784, kb_relative_information_score: 2319.8978, mean_absolute_error: 0.0605, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9528, predictive_accuracy: 0.9527, prior_entropy: 0.5848, recall: 0.9527, relative_absolute_error: 0.2512, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.6092, scimark_benchmark: 1303.6596, usercpu_time_millis: 366.05, usercpu_time_millis_testing: 0.329, usercpu_time_millis_training: 365.721,
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: 1274.3253, usercpu_time_millis: 4.111, usercpu_time_millis_testing: 0.299, usercpu_time_millis_training: 3.812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.945, f_measure: 0.9142, kappa: 0.6062, kb_relative_information_score: 1548.7533, mean_absolute_error: 0.1461, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9299, predictive_accuracy: 0.9256, prior_entropy: 0.5848, recall: 0.9256, relative_absolute_error: 0.6062, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2374, root_relative_squared_error: 0.6843, scimark_benchmark: 1268.6784, usercpu_time_millis: 4.535, usercpu_time_millis_testing: 0.264, 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: 1272.842, usercpu_time_millis: 4.386, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 4.112,
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: 1264.2622, usercpu_time_millis: 3.495, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 3.227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9532, f_measure: 0.9575, kappa: 0.8139, kb_relative_information_score: 2223.8956, mean_absolute_error: 0.0874, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.961, predictive_accuracy: 0.96, prior_entropy: 0.5848, recall: 0.96, relative_absolute_error: 0.3628, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1814, root_relative_squared_error: 0.5228, scimark_benchmark: 1299.1074, usercpu_time_millis: 6.914, usercpu_time_millis_testing: 0.314, usercpu_time_millis_training: 6.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.9637, kappa: 0.8423, kb_relative_information_score: 2269.6438, mean_absolute_error: 0.0851, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9662, predictive_accuracy: 0.9655, prior_entropy: 0.5848, recall: 0.9655, relative_absolute_error: 0.3531, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.5109, scimark_benchmark: 1251.6594, usercpu_time_millis: 7.735, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 7.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.8239, kappa: 0.1461, kb_relative_information_score: 770.686, mean_absolute_error: 0.2031, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8828, predictive_accuracy: 0.8722, prior_entropy: 0.5848, recall: 0.8722, relative_absolute_error: 0.8429, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2981, root_relative_squared_error: 0.8592, scimark_benchmark: 1280.2411, usercpu_time_millis: 4.171, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 3.903,
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: 1279.7043, usercpu_time_millis: 4.094, usercpu_time_millis_testing: 0.27, usercpu_time_millis_training: 3.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9511, f_measure: 0.9507, kappa: 0.7822, kb_relative_information_score: 2059.3598, mean_absolute_error: 0.1027, 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: 0.4265, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5627, scimark_benchmark: 1309.108, usercpu_time_millis: 6.013, usercpu_time_millis_testing: 0.332, usercpu_time_millis_training: 5.681,
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: 1279.3843, usercpu_time_millis: 3.784, usercpu_time_millis_testing: 0.259, usercpu_time_millis_training: 3.525,
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: 1306.3666, usercpu_time_millis: 3.921, usercpu_time_millis_testing: 0.245, usercpu_time_millis_training: 3.676,
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: 1273.131, usercpu_time_millis: 3.729, usercpu_time_millis_testing: 0.242, usercpu_time_millis_training: 3.487,
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: 1298.6431, usercpu_time_millis: 4.137, usercpu_time_millis_testing: 0.261, usercpu_time_millis_training: 3.876,
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: 1311.4906, usercpu_time_millis: 4.394, usercpu_time_millis_testing: 0.265, usercpu_time_millis_training: 4.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9433, f_measure: 0.8651, kappa: 0.3584, kb_relative_information_score: 1070.6607, mean_absolute_error: 0.1827, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9014, predictive_accuracy: 0.8936, prior_entropy: 0.5848, recall: 0.8936, relative_absolute_error: 0.7585, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2755, root_relative_squared_error: 0.7939, scimark_benchmark: 1297.614, usercpu_time_millis: 4.392, usercpu_time_millis_testing: 0.257, usercpu_time_millis_training: 4.135,
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: 1288.7804, usercpu_time_millis: 4.025, usercpu_time_millis_testing: 0.257, usercpu_time_millis_training: 3.768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.7953, kb_relative_information_score: 324.9648, mean_absolute_error: 0.2278, 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: 0.9453, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3293, root_relative_squared_error: 0.949, scimark_benchmark: 1270.0042, usercpu_time_millis: 3.867, usercpu_time_millis_testing: 0.241, usercpu_time_millis_training: 3.626,
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: 1277.1439, usercpu_time_millis: 4.172, usercpu_time_millis_testing: 0.255, usercpu_time_millis_training: 3.917,
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: 1274.652, usercpu_time_millis: 4.306, usercpu_time_millis_testing: 0.264, usercpu_time_millis_training: 4.042,

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