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: 0.499, 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: 1281.1885, usercpu_time_millis: 6.123, usercpu_time_millis_testing: 0.385, usercpu_time_millis_training: 5.738,
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: 1282.759, usercpu_time_millis: 3.864, usercpu_time_millis_testing: 0.287, usercpu_time_millis_training: 3.577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9438, f_measure: 0.9244, kappa: 0.6565, kb_relative_information_score: 1628.5229, mean_absolute_error: 0.1379, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9367, predictive_accuracy: 0.9332, prior_entropy: 0.5848, recall: 0.9332, relative_absolute_error: 0.5725, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.231, root_relative_squared_error: 0.6656, scimark_benchmark: 1269.0945, usercpu_time_millis: 4.249, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 3.989,
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: 1258.9849, usercpu_time_millis: 4.238, usercpu_time_millis_testing: 0.276, usercpu_time_millis_training: 3.962,
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: 1253.7044, usercpu_time_millis: 4.034, usercpu_time_millis_testing: 0.263, usercpu_time_millis_training: 3.771,
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: 1264.1312, usercpu_time_millis: 3.99, usercpu_time_millis_testing: 0.255, usercpu_time_millis_training: 3.735,
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: 1275.7847, usercpu_time_millis: 3.454, usercpu_time_millis_testing: 0.232, usercpu_time_millis_training: 3.222,
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: 1275.951, usercpu_time_millis: 3.52, usercpu_time_millis_testing: 0.231, usercpu_time_millis_training: 3.289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8904, f_measure: 0.7617, kappa: 0.3224, kb_relative_information_score: -442.6424, mean_absolute_error: 0.1891, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8763, predictive_accuracy: 0.7197, prior_entropy: 0.5848, recall: 0.7197, relative_absolute_error: 0.7847, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3048, root_relative_squared_error: 0.8785, scimark_benchmark: 1275.502, usercpu_time_millis: 1036.827, usercpu_time_millis_testing: 0.293, usercpu_time_millis_training: 1036.534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, f_measure: 0.8264, kappa: 0.4283, kb_relative_information_score: 438.2706, mean_absolute_error: 0.1571, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8852, predictive_accuracy: 0.8015, prior_entropy: 0.5848, recall: 0.8015, relative_absolute_error: 0.6522, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2692, root_relative_squared_error: 0.776, scimark_benchmark: 1255.9419, usercpu_time_millis: 387.831, usercpu_time_millis_testing: 0.264, usercpu_time_millis_training: 387.567,
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: 1261.2203, usercpu_time_millis: 5.234, usercpu_time_millis_testing: 0.281, usercpu_time_millis_training: 4.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8568, f_measure: 0.6932, kappa: 0.2432, kb_relative_information_score: -1457.9175, mean_absolute_error: 0.2365, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8708, predictive_accuracy: 0.6383, prior_entropy: 0.5848, recall: 0.6383, relative_absolute_error: 0.9816, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3393, root_relative_squared_error: 0.9779, scimark_benchmark: 1270.3758, usercpu_time_millis: 802.142, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 801.854,
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: 1260.9776, usercpu_time_millis: 4.312, usercpu_time_millis_testing: 0.283, usercpu_time_millis_training: 4.029,
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: 1256.0579, usercpu_time_millis: 4.523, usercpu_time_millis_testing: 0.339, usercpu_time_millis_training: 4.184,
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: 1262.976, usercpu_time_millis: 4.735, usercpu_time_millis_testing: 0.281, usercpu_time_millis_training: 4.454,
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: 1263.5134, usercpu_time_millis: 4.346, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 4.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6479, f_measure: 0.3236, kappa: 0.0533, kb_relative_information_score: -5424.9054, mean_absolute_error: 0.4123, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8577, predictive_accuracy: 0.3062, prior_entropy: 0.5848, recall: 0.3062, relative_absolute_error: 1.7112, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.4527, root_relative_squared_error: 1.3048, scimark_benchmark: 1265.5023, usercpu_time_millis: 6391.681, usercpu_time_millis_testing: 0.275, usercpu_time_millis_training: 6391.406,
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: 1255.047, usercpu_time_millis: 3.966, usercpu_time_millis_testing: 0.27, usercpu_time_millis_training: 3.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9506, f_measure: 0.9153, kappa: 0.6115, kb_relative_information_score: 1537.1509, mean_absolute_error: 0.1503, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9311, predictive_accuracy: 0.9265, prior_entropy: 0.5848, recall: 0.9265, relative_absolute_error: 0.6239, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.239, root_relative_squared_error: 0.6887, scimark_benchmark: 1262.3971, usercpu_time_millis: 5.017, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 4.729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8627, f_measure: 0.7953, kb_relative_information_score: 228.5723, mean_absolute_error: 0.2325, 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: 0.9649, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3355, root_relative_squared_error: 0.9668, scimark_benchmark: 1263.4987, usercpu_time_millis: 4.496, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 4.207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.9441, kappa: 0.7508, kb_relative_information_score: 1917.6289, mean_absolute_error: 0.1138, 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: 0.4722, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.5967, scimark_benchmark: 1276.1183, usercpu_time_millis: 5.204, usercpu_time_millis_testing: 0.301, usercpu_time_millis_training: 4.903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5048, f_measure: 0.583, kappa: 0.041, kb_relative_information_score: -5115.3078, mean_absolute_error: 0.4905, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7806, predictive_accuracy: 0.5111, prior_entropy: 0.5848, recall: 0.5111, relative_absolute_error: 2.0359, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.6989, root_relative_squared_error: 2.0142, scimark_benchmark: 1274.9233, usercpu_time_millis: 3499.115, usercpu_time_millis_testing: 0.23, usercpu_time_millis_training: 3498.885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9573, f_measure: 0.9496, kappa: 0.7771, kb_relative_information_score: 2038.8435, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9548, predictive_accuracy: 0.9533, prior_entropy: 0.5848, recall: 0.9533, relative_absolute_error: 0.4491, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1969, root_relative_squared_error: 0.5675, scimark_benchmark: 1266.8034, usercpu_time_millis: 6.849, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 6.581,
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: 1253.8275, usercpu_time_millis: 4.467, usercpu_time_millis_testing: 0.285, usercpu_time_millis_training: 4.182,
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: 0.9556, f_measure: 0.9665, kappa: 0.855, kb_relative_information_score: 2393.9465, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9684, predictive_accuracy: 0.968, prior_entropy: 0.5848, recall: 0.968, relative_absolute_error: 0.2979, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1681, root_relative_squared_error: 0.4845, scimark_benchmark: 1253.103, usercpu_time_millis: 9.661, usercpu_time_millis_testing: 0.284, usercpu_time_millis_training: 9.377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9157, f_measure: 0.7953, kb_relative_information_score: 450.5542, mean_absolute_error: 0.2222, 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: 0.9224, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3216, root_relative_squared_error: 0.9268, scimark_benchmark: 1257.2254, usercpu_time_millis: 4.273, usercpu_time_millis_testing: 0.278, usercpu_time_millis_training: 3.995,
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: 1269.8957, usercpu_time_millis: 4.101, usercpu_time_millis_testing: 0.295, usercpu_time_millis_training: 3.806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9507, f_measure: 0.9503, kappa: 0.7805, kb_relative_information_score: 2032.6344, mean_absolute_error: 0.1054, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9554, predictive_accuracy: 0.9539, prior_entropy: 0.5848, recall: 0.9539, relative_absolute_error: 0.4376, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1974, root_relative_squared_error: 0.569, scimark_benchmark: 1255.37, usercpu_time_millis: 6.131, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 5.851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9536, f_measure: 0.9346, kappa: 0.7059, kb_relative_information_score: 1787.5124, mean_absolute_error: 0.13, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9439, predictive_accuracy: 0.9411, prior_entropy: 0.5848, recall: 0.9411, relative_absolute_error: 0.5397, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2181, root_relative_squared_error: 0.6285, scimark_benchmark: 1249.1242, usercpu_time_millis: 6.26, usercpu_time_millis_testing: 0.271, usercpu_time_millis_training: 5.989,
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: 1268.5735, usercpu_time_millis: 4.046, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 3.764,
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: 1269.6938, usercpu_time_millis: 5.034, usercpu_time_millis_testing: 0.43, usercpu_time_millis_training: 4.604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.9731, kappa: 0.8856, kb_relative_information_score: 2654.9119, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9735, predictive_accuracy: 0.9738, prior_entropy: 0.5848, recall: 0.9738, relative_absolute_error: 0.1792, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1475, root_relative_squared_error: 0.4252, scimark_benchmark: 1269.5072, usercpu_time_millis: 72.378, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 72.022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8152, f_measure: 0.6174, kappa: 0.1793, kb_relative_information_score: -2443.3939, mean_absolute_error: 0.2798, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8657, predictive_accuracy: 0.5557, prior_entropy: 0.5848, recall: 0.5557, relative_absolute_error: 1.1615, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3702, root_relative_squared_error: 1.067, scimark_benchmark: 1262.7727, usercpu_time_millis: 1044.424, usercpu_time_millis_testing: 0.293, usercpu_time_millis_training: 1044.131,
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: 1264.1861, usercpu_time_millis: 4.402, usercpu_time_millis_testing: 0.3, usercpu_time_millis_training: 4.102,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.9171, kappa: 0.6206, kb_relative_information_score: 1557.3147, mean_absolute_error: 0.1473, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9318, predictive_accuracy: 0.9277, prior_entropy: 0.5848, recall: 0.9277, relative_absolute_error: 0.6114, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2369, root_relative_squared_error: 0.6827, scimark_benchmark: 1261.4425, usercpu_time_millis: 4.8, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 4.511,
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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: 1261.6331, usercpu_time_millis: 4.513, usercpu_time_millis_testing: 0.259, usercpu_time_millis_training: 4.254,
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: 0.9494, f_measure: 0.9485, kappa: 0.7721, kb_relative_information_score: 2011.1661, mean_absolute_error: 0.1058, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.954, predictive_accuracy: 0.9524, prior_entropy: 0.5848, recall: 0.9524, relative_absolute_error: 0.4391, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1994, root_relative_squared_error: 0.5746, scimark_benchmark: 1278.5891, usercpu_time_millis: 5.172, usercpu_time_millis_testing: 0.272, usercpu_time_millis_training: 4.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8845, f_measure: 0.7608, kappa: 0.3161, kb_relative_information_score: -520.516, mean_absolute_error: 0.1978, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8731, predictive_accuracy: 0.7188, prior_entropy: 0.5848, recall: 0.7188, relative_absolute_error: 0.821, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.307, root_relative_squared_error: 0.8849, scimark_benchmark: 1249.6964, usercpu_time_millis: 603.912, usercpu_time_millis_testing: 0.285, usercpu_time_millis_training: 603.627,
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: 1258.7084, usercpu_time_millis: 4.793, usercpu_time_millis_testing: 0.269, usercpu_time_millis_training: 4.524,
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: 1271.8349, usercpu_time_millis: 4.471, usercpu_time_millis_testing: 0.355, usercpu_time_millis_training: 4.116,
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: 1277.6476, usercpu_time_millis: 3.932, usercpu_time_millis_testing: 0.266, usercpu_time_millis_training: 3.666,
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: 1271.099, usercpu_time_millis: 4.558, usercpu_time_millis_testing: 0.299, usercpu_time_millis_training: 4.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8962, f_measure: 0.7625, kappa: 0.3271, kb_relative_information_score: -412.3429, mean_absolute_error: 0.1856, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8786, predictive_accuracy: 0.7206, prior_entropy: 0.5848, recall: 0.7206, relative_absolute_error: 0.7703, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3035, root_relative_squared_error: 0.8747, scimark_benchmark: 1263.4158, usercpu_time_millis: 1586.55, usercpu_time_millis_testing: 0.333, usercpu_time_millis_training: 1586.217,
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: 1247.0812, usercpu_time_millis: 3.984, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 3.724,
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: 1256.4814, usercpu_time_millis: 3.782, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 3.522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8523, f_measure: 0.6925, kappa: 0.2388, kb_relative_information_score: -1490.2878, mean_absolute_error: 0.2402, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8681, predictive_accuracy: 0.6374, prior_entropy: 0.5848, recall: 0.6374, relative_absolute_error: 0.9971, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3401, root_relative_squared_error: 0.9802, scimark_benchmark: 1249.384, usercpu_time_millis: 881.638, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 881.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8112, f_measure: 0.753, kappa: 0.2874, kb_relative_information_score: -561.4418, mean_absolute_error: 0.1928, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8613, predictive_accuracy: 0.71, prior_entropy: 0.5848, recall: 0.71, relative_absolute_error: 0.8004, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3216, root_relative_squared_error: 0.9267, scimark_benchmark: 1261.2077, usercpu_time_millis: 2296.2, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 2295.909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5684, f_measure: 0.8214, kappa: 0.2562, kb_relative_information_score: 585.1458, mean_absolute_error: 0.1463, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8209, predictive_accuracy: 0.8219, prior_entropy: 0.5848, recall: 0.8219, relative_absolute_error: 0.6071, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3404, root_relative_squared_error: 0.9812, scimark_benchmark: 1277.3849, usercpu_time_millis: 2636.382, usercpu_time_millis_testing: 0.313, usercpu_time_millis_training: 2636.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8386, f_measure: 0.8172, kappa: 0.3936, kb_relative_information_score: 397.6869, mean_absolute_error: 0.1507, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8739, predictive_accuracy: 0.7914, prior_entropy: 0.5848, recall: 0.7914, relative_absolute_error: 0.6254, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2868, root_relative_squared_error: 0.8267, scimark_benchmark: 1272.5916, usercpu_time_millis: 1676.586, usercpu_time_millis_testing: 0.314, usercpu_time_millis_training: 1676.272,
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: 1252.0186, usercpu_time_millis: 4.244, usercpu_time_millis_testing: 0.283, usercpu_time_millis_training: 3.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9128, f_measure: 0.8538, kappa: 0.3004, kb_relative_information_score: 998.9629, mean_absolute_error: 0.1862, 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: 0.773, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.28, root_relative_squared_error: 0.807, scimark_benchmark: 1262.408, usercpu_time_millis: 4.298, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 4.01,
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: 1275.3413, usercpu_time_millis: 4.148, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 3.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5744, f_measure: 0.6771, kappa: 0.1735, kb_relative_information_score: -3304.6927, mean_absolute_error: 0.3869, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8339, predictive_accuracy: 0.6188, prior_entropy: 0.5848, recall: 0.6188, relative_absolute_error: 1.606, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.6152, root_relative_squared_error: 1.7731, scimark_benchmark: 1275.1071, usercpu_time_millis: 1585.543, usercpu_time_millis_testing: 0.332, usercpu_time_millis_training: 1585.211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9408, f_measure: 0.8915, kappa: 0.5882, kb_relative_information_score: 1413.7348, mean_absolute_error: 0.1156, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9072, predictive_accuracy: 0.8835, prior_entropy: 0.5848, recall: 0.8835, relative_absolute_error: 0.4796, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.224, root_relative_squared_error: 0.6457, scimark_benchmark: 1273.2969, usercpu_time_millis: 306.177, usercpu_time_millis_testing: 0.305, usercpu_time_millis_training: 305.872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6394, f_measure: 0.7953, kb_relative_information_score: 2.3964, mean_absolute_error: 0.2407, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3469, root_relative_squared_error: 0.9999, scimark_benchmark: 1277.5446, usercpu_time_millis: 5.723, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 5.417,
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: 1276.1786, usercpu_time_millis: 5.737, usercpu_time_millis_testing: 0.451, usercpu_time_millis_training: 5.286,
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: 1246.8494, usercpu_time_millis: 4.068, usercpu_time_millis_testing: 0.253, usercpu_time_millis_training: 3.815,
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: 1264.8326, usercpu_time_millis: 5.575, usercpu_time_millis_testing: 0.31, usercpu_time_millis_training: 5.265,
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: 1260.1827, usercpu_time_millis: 4.531, usercpu_time_millis_testing: 0.252, usercpu_time_millis_training: 4.279,
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: 1254.4679, usercpu_time_millis: 4.707, usercpu_time_millis_testing: 0.341, usercpu_time_millis_training: 4.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9226, f_measure: 0.8436, kappa: 0.2479, kb_relative_information_score: 866.7986, mean_absolute_error: 0.1965, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8897, predictive_accuracy: 0.8817, prior_entropy: 0.5848, recall: 0.8817, relative_absolute_error: 0.8155, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2907, root_relative_squared_error: 0.8378, scimark_benchmark: 1247.8713, usercpu_time_millis: 4.373, usercpu_time_millis_testing: 0.308, usercpu_time_millis_training: 4.065,
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: 1243.7572, usercpu_time_millis: 4.465, usercpu_time_millis_testing: 0.273, usercpu_time_millis_training: 4.192,

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