Task
Supervised Classification on madelon

Supervised Classification on madelon

Task 145853 Supervised Classification madelon 38804 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7487, f_measure: 0.6713, kappa: 0.35, kb_relative_information_score: 441.8711, mean_absolute_error: 0.4284, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6833, predictive_accuracy: 0.675, prior_entropy: 1, recall: 0.675, relative_absolute_error: 0.8569, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4542, root_relative_squared_error: 0.9084, scimark_benchmark: 1318.8507, usercpu_time_millis: 376.455, usercpu_time_millis_testing: 1.358, usercpu_time_millis_training: 375.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8015, f_measure: 0.7207, kappa: 0.4438, kb_relative_information_score: 601.0228, mean_absolute_error: 0.3992, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7257, predictive_accuracy: 0.7219, prior_entropy: 1, recall: 0.7219, relative_absolute_error: 0.7983, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4332, root_relative_squared_error: 0.8664, scimark_benchmark: 1318.4973, usercpu_time_millis: 116.453, usercpu_time_millis_testing: 0.582, usercpu_time_millis_training: 115.871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8522, f_measure: 0.7642, kappa: 0.53, kb_relative_information_score: 651.3637, mean_absolute_error: 0.3945, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7688, predictive_accuracy: 0.765, prior_entropy: 1, recall: 0.765, relative_absolute_error: 0.789, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4192, root_relative_squared_error: 0.8384, scimark_benchmark: 1322.0407, usercpu_time_millis: 682.458, usercpu_time_millis_testing: 2.182, usercpu_time_millis_training: 680.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9172, f_measure: 0.8511, kappa: 0.7023, kb_relative_information_score: 1018.1398, mean_absolute_error: 0.3295, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8514, predictive_accuracy: 0.8512, prior_entropy: 1, recall: 0.8512, relative_absolute_error: 0.6589, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3668, root_relative_squared_error: 0.7336, scimark_benchmark: 1319.405, usercpu_time_millis: 472.093, usercpu_time_millis_testing: 1.488, usercpu_time_millis_training: 470.605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6712, f_measure: 0.6096, kappa: 0.2192, kb_relative_information_score: 42.5898, mean_absolute_error: 0.4942, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6096, predictive_accuracy: 0.6096, prior_entropy: 1, recall: 0.6096, relative_absolute_error: 0.9883, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4945, root_relative_squared_error: 0.989, scimark_benchmark: 1317.8408, usercpu_time_millis: 15.472, usercpu_time_millis_testing: 1.633, usercpu_time_millis_training: 13.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9028, f_measure: 0.8353, kappa: 0.6708, kb_relative_information_score: 939.2438, mean_absolute_error: 0.3435, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8358, predictive_accuracy: 0.8354, prior_entropy: 1, recall: 0.8354, relative_absolute_error: 0.6871, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3794, root_relative_squared_error: 0.7589, scimark_benchmark: 1321.8811, usercpu_time_millis: 738.811, usercpu_time_millis_testing: 1.505, usercpu_time_millis_training: 737.306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9082, f_measure: 0.84, kappa: 0.68, kb_relative_information_score: 1328.5655, mean_absolute_error: 0.2634, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8402, predictive_accuracy: 0.84, prior_entropy: 1, recall: 0.84, relative_absolute_error: 0.5269, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3462, root_relative_squared_error: 0.6924, scimark_benchmark: 1318.9496, usercpu_time_millis: 5377.705, usercpu_time_millis_testing: 3.615, usercpu_time_millis_training: 5374.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7651, f_measure: 0.6976, kappa: 0.4, kb_relative_information_score: 382.3981, mean_absolute_error: 0.4404, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7065, predictive_accuracy: 0.7, prior_entropy: 1, recall: 0.7, relative_absolute_error: 0.8807, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4549, root_relative_squared_error: 0.9097, scimark_benchmark: 1322.2782, usercpu_time_millis: 474.248, usercpu_time_millis_testing: 2.092, usercpu_time_millis_training: 472.156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6522, f_measure: 0.617, kappa: 0.2346, kb_relative_information_score: 157.9395, mean_absolute_error: 0.4768, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6177, predictive_accuracy: 0.6173, prior_entropy: 1, recall: 0.6173, relative_absolute_error: 0.9536, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4846, root_relative_squared_error: 0.9692, scimark_benchmark: 1319.7309, usercpu_time_millis: 24.148, usercpu_time_millis_testing: 0.668, usercpu_time_millis_training: 23.48,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7238, f_measure: 0.6652, kappa: 0.3362, kb_relative_information_score: 337.7518, mean_absolute_error: 0.4471, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.674, predictive_accuracy: 0.6681, prior_entropy: 1, recall: 0.6681, relative_absolute_error: 0.8942, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4637, root_relative_squared_error: 0.9273, scimark_benchmark: 1320.1185, usercpu_time_millis: 59.649, usercpu_time_millis_testing: 0.674, usercpu_time_millis_training: 58.975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6706, f_measure: 0.6155, kappa: 0.2315, kb_relative_information_score: 190.2309, mean_absolute_error: 0.4715, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.616, predictive_accuracy: 0.6158, prior_entropy: 1, recall: 0.6158, relative_absolute_error: 0.9431, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4827, root_relative_squared_error: 0.9654, scimark_benchmark: 1292.8981, usercpu_time_millis: 68.477, usercpu_time_millis_testing: 1.031, usercpu_time_millis_training: 67.446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8032, f_measure: 0.7209, kappa: 0.4431, kb_relative_information_score: 618.1636, mean_absolute_error: 0.3959, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7236, predictive_accuracy: 0.7215, prior_entropy: 1, recall: 0.7215, relative_absolute_error: 0.7918, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4319, root_relative_squared_error: 0.8638, scimark_benchmark: 1319.3759, usercpu_time_millis: 1023.75, usercpu_time_millis_testing: 1.866, usercpu_time_millis_training: 1021.884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8963, f_measure: 0.8272, kappa: 0.6546, kb_relative_information_score: 852.5539, mean_absolute_error: 0.3597, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8279, predictive_accuracy: 0.8273, prior_entropy: 1, recall: 0.8273, relative_absolute_error: 0.7194, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3902, root_relative_squared_error: 0.7804, scimark_benchmark: 1318.2128, usercpu_time_millis: 960.837, usercpu_time_millis_testing: 2.648, usercpu_time_millis_training: 958.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9045, f_measure: 0.8315, kappa: 0.6631, kb_relative_information_score: 1014.8193, mean_absolute_error: 0.3288, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8318, predictive_accuracy: 0.8315, prior_entropy: 1, recall: 0.8315, relative_absolute_error: 0.6576, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3715, root_relative_squared_error: 0.7429, scimark_benchmark: 1321.9484, usercpu_time_millis: 578.303, usercpu_time_millis_testing: 1.429, usercpu_time_millis_training: 576.874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8976, f_measure: 0.8143, kappa: 0.6292, kb_relative_information_score: 768.82, mean_absolute_error: 0.3757, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8167, predictive_accuracy: 0.8146, prior_entropy: 1, recall: 0.8146, relative_absolute_error: 0.7513, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.399, root_relative_squared_error: 0.7981, scimark_benchmark: 1318.5354, usercpu_time_millis: 556.831, usercpu_time_millis_testing: 3.166, usercpu_time_millis_training: 553.665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9162, f_measure: 0.8446, kappa: 0.6892, kb_relative_information_score: 916.3782, mean_absolute_error: 0.3494, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8452, predictive_accuracy: 0.8446, prior_entropy: 1, recall: 0.8446, relative_absolute_error: 0.6987, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3783, root_relative_squared_error: 0.7566, scimark_benchmark: 1314.5476, usercpu_time_millis: 631.976, usercpu_time_millis_testing: 3.247, usercpu_time_millis_training: 628.729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7823, f_measure: 0.7195, kappa: 0.4431, kb_relative_information_score: 444.7322, mean_absolute_error: 0.4298, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7282, predictive_accuracy: 0.7215, prior_entropy: 1, recall: 0.7215, relative_absolute_error: 0.8595, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4473, root_relative_squared_error: 0.8946, scimark_benchmark: 1314.732, usercpu_time_millis: 144.783, usercpu_time_millis_testing: 0.898, usercpu_time_millis_training: 143.885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8024, f_measure: 0.7301, kappa: 0.4631, kb_relative_information_score: 481.2258, mean_absolute_error: 0.4239, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7367, predictive_accuracy: 0.7315, prior_entropy: 1, recall: 0.7315, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4418, root_relative_squared_error: 0.8837, scimark_benchmark: 1302.687, usercpu_time_millis: 148.299, usercpu_time_millis_testing: 1.131, usercpu_time_millis_training: 147.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8778, f_measure: 0.7862, kappa: 0.5738, kb_relative_information_score: 645.9042, mean_absolute_error: 0.3972, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7908, predictive_accuracy: 0.7869, prior_entropy: 1, recall: 0.7869, relative_absolute_error: 0.7943, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4159, root_relative_squared_error: 0.8318, scimark_benchmark: 1327.428, usercpu_time_millis: 495.495, usercpu_time_millis_testing: 3.251, usercpu_time_millis_training: 492.244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7901, f_measure: 0.7222, kappa: 0.4485, kb_relative_information_score: 495.267, mean_absolute_error: 0.4204, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.731, predictive_accuracy: 0.7242, prior_entropy: 1, recall: 0.7242, relative_absolute_error: 0.8407, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4419, root_relative_squared_error: 0.8838, scimark_benchmark: 1316.0998, usercpu_time_millis: 169.071, usercpu_time_millis_testing: 1.207, usercpu_time_millis_training: 167.864,
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: 0.5, f_measure: 0.4949, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1332.0474, usercpu_time_millis: 2.881, usercpu_time_millis_testing: 0.509, usercpu_time_millis_training: 2.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6631, f_measure: 0.6156, kappa: 0.2315, kb_relative_information_score: 191.6066, mean_absolute_error: 0.4713, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6159, predictive_accuracy: 0.6158, prior_entropy: 1, recall: 0.6158, relative_absolute_error: 0.9426, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4833, root_relative_squared_error: 0.9665, scimark_benchmark: 1344.1822, usercpu_time_millis: 75.414, usercpu_time_millis_testing: 0.84, usercpu_time_millis_training: 74.574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8471, f_measure: 0.7561, kappa: 0.5146, kb_relative_information_score: 681.9089, mean_absolute_error: 0.388, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7626, predictive_accuracy: 0.7573, prior_entropy: 1, recall: 0.7573, relative_absolute_error: 0.7761, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4178, root_relative_squared_error: 0.8357, scimark_benchmark: 1329.218, usercpu_time_millis: 870.347, usercpu_time_millis_testing: 1.288, usercpu_time_millis_training: 869.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9024, f_measure: 0.8319, kappa: 0.6638, kb_relative_information_score: 862.2981, mean_absolute_error: 0.3585, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8324, predictive_accuracy: 0.8319, prior_entropy: 1, recall: 0.8319, relative_absolute_error: 0.7169, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3877, root_relative_squared_error: 0.7753, scimark_benchmark: 1342.2931, usercpu_time_millis: 589.169, usercpu_time_millis_testing: 1.896, usercpu_time_millis_training: 587.273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8564, f_measure: 0.7701, kappa: 0.5415, kb_relative_information_score: 704.7835, mean_absolute_error: 0.3844, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7741, predictive_accuracy: 0.7708, prior_entropy: 1, recall: 0.7708, relative_absolute_error: 0.7688, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4134, root_relative_squared_error: 0.8269, scimark_benchmark: 1340.8192, usercpu_time_millis: 177.057, usercpu_time_millis_testing: 0.703, usercpu_time_millis_training: 176.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7625, f_measure: 0.6854, kappa: 0.3746, kb_relative_information_score: 503.5542, mean_absolute_error: 0.4158, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6919, predictive_accuracy: 0.6873, prior_entropy: 1, recall: 0.6873, relative_absolute_error: 0.8315, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4468, root_relative_squared_error: 0.8936, scimark_benchmark: 1328.1594, usercpu_time_millis: 396.25, usercpu_time_millis_testing: 1.423, usercpu_time_millis_training: 394.827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4048, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1346.5116, usercpu_time_millis: 6.543, usercpu_time_millis_testing: 1.164, usercpu_time_millis_training: 5.379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.755, f_measure: 0.6932, kappa: 0.3923, kb_relative_information_score: 413.3719, mean_absolute_error: 0.4342, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7041, predictive_accuracy: 0.6962, prior_entropy: 1, recall: 0.6962, relative_absolute_error: 0.8683, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4534, root_relative_squared_error: 0.9068, scimark_benchmark: 1335.3341, usercpu_time_millis: 156.562, usercpu_time_millis_testing: 0.892, usercpu_time_millis_training: 155.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7182, f_measure: 0.6467, kappa: 0.2946, kb_relative_information_score: 155.141, mean_absolute_error: 0.4776, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6483, predictive_accuracy: 0.6473, prior_entropy: 1, recall: 0.6473, relative_absolute_error: 0.9552, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4805, root_relative_squared_error: 0.9609, scimark_benchmark: 1331.8765, usercpu_time_millis: 104.038, usercpu_time_millis_testing: 3.645, usercpu_time_millis_training: 100.393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6509, f_measure: 0.6019, kappa: 0.2038, kb_relative_information_score: 32.3452, mean_absolute_error: 0.4956, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.602, predictive_accuracy: 0.6019, prior_entropy: 1, recall: 0.6019, relative_absolute_error: 0.9912, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4958, root_relative_squared_error: 0.9916, scimark_benchmark: 1329.5709, usercpu_time_millis: 2.695, usercpu_time_millis_testing: 0.428, usercpu_time_millis_training: 2.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8673, f_measure: 0.7716, kappa: 0.5454, kb_relative_information_score: 594.3783, mean_absolute_error: 0.406, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7781, predictive_accuracy: 0.7727, prior_entropy: 1, recall: 0.7727, relative_absolute_error: 0.812, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4231, root_relative_squared_error: 0.8462, scimark_benchmark: 1360.6438, usercpu_time_millis: 262.994, usercpu_time_millis_testing: 2.087, usercpu_time_millis_training: 260.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8244, f_measure: 0.7503, kappa: 0.5015, kb_relative_information_score: 665.8037, mean_absolute_error: 0.3897, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7527, predictive_accuracy: 0.7508, prior_entropy: 1, recall: 0.7508, relative_absolute_error: 0.7793, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4236, root_relative_squared_error: 0.8473, scimark_benchmark: 1359.9435, usercpu_time_millis: 40.347, usercpu_time_millis_testing: 0.388, usercpu_time_millis_training: 39.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4949, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1357.3049, usercpu_time_millis: 2.625, usercpu_time_millis_testing: 0.452, usercpu_time_millis_training: 2.173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8958, f_measure: 0.8269, kappa: 0.6538, kb_relative_information_score: 1059.5057, mean_absolute_error: 0.3179, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8274, predictive_accuracy: 0.8269, prior_entropy: 1, recall: 0.8269, relative_absolute_error: 0.6359, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3713, root_relative_squared_error: 0.7427, scimark_benchmark: 1350.9378, usercpu_time_millis: 1366.876, usercpu_time_millis_testing: 1.739, usercpu_time_millis_training: 1365.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7764, f_measure: 0.7048, kappa: 0.4138, kb_relative_information_score: 417.4342, mean_absolute_error: 0.4344, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7129, predictive_accuracy: 0.7069, prior_entropy: 1, recall: 0.7069, relative_absolute_error: 0.8688, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4504, root_relative_squared_error: 0.9008, scimark_benchmark: 1360.8911, usercpu_time_millis: 15.109, usercpu_time_millis_testing: 0.437, usercpu_time_millis_training: 14.672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8174, f_measure: 0.7385, kappa: 0.48, kb_relative_information_score: 484.6544, mean_absolute_error: 0.4238, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7458, predictive_accuracy: 0.74, prior_entropy: 1, recall: 0.74, relative_absolute_error: 0.8475, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4397, root_relative_squared_error: 0.8795, scimark_benchmark: 1357.9196, usercpu_time_millis: 266.387, usercpu_time_millis_testing: 2.391, usercpu_time_millis_training: 263.996,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9097, f_measure: 0.8407, kappa: 0.6815, kb_relative_information_score: 1001.0446, mean_absolute_error: 0.3322, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.841, predictive_accuracy: 0.8408, prior_entropy: 1, recall: 0.8408, relative_absolute_error: 0.6644, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.371, root_relative_squared_error: 0.7421, scimark_benchmark: 1750.0392, usercpu_time_millis: 236.643, usercpu_time_millis_testing: 0.784, usercpu_time_millis_training: 235.859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9068, f_measure: 0.8358, kappa: 0.6715, kb_relative_information_score: 1042.779, mean_absolute_error: 0.3234, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8359, predictive_accuracy: 0.8358, prior_entropy: 1, recall: 0.8358, relative_absolute_error: 0.6467, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3679, root_relative_squared_error: 0.7359, scimark_benchmark: 1841.6688, usercpu_time_millis: 193.399, usercpu_time_millis_testing: 0.546, usercpu_time_millis_training: 192.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9059, f_measure: 0.8365, kappa: 0.6731, kb_relative_information_score: 1093.5662, mean_absolute_error: 0.3128, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.837, predictive_accuracy: 0.8365, prior_entropy: 1, recall: 0.8365, relative_absolute_error: 0.6257, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3638, root_relative_squared_error: 0.7276, scimark_benchmark: 2019.4197, usercpu_time_millis: 130.772, usercpu_time_millis_testing: 0.388, usercpu_time_millis_training: 130.384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7524, f_measure: 0.6755, kappa: 0.3538, kb_relative_information_score: 304.3521, mean_absolute_error: 0.4537, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.68, predictive_accuracy: 0.6769, prior_entropy: 1, recall: 0.6769, relative_absolute_error: 0.9075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4631, root_relative_squared_error: 0.9262, scimark_benchmark: 1840.2451, usercpu_time_millis: 88.039, usercpu_time_millis_testing: 1.361, usercpu_time_millis_training: 86.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7804, f_measure: 0.7123, kappa: 0.4277, kb_relative_information_score: 377.3096, mean_absolute_error: 0.4417, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7186, predictive_accuracy: 0.7138, prior_entropy: 1, recall: 0.7138, relative_absolute_error: 0.8835, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4537, root_relative_squared_error: 0.9075, scimark_benchmark: 1841.1522, usercpu_time_millis: 72.226, usercpu_time_millis_testing: 1.298, usercpu_time_millis_training: 70.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.8373, kappa: 0.6746, kb_relative_information_score: 1306.0157, mean_absolute_error: 0.2676, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8374, predictive_accuracy: 0.8373, prior_entropy: 1, recall: 0.8373, relative_absolute_error: 0.5352, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3498, root_relative_squared_error: 0.6996, scimark_benchmark: 1832.1735, usercpu_time_millis: 73.241, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 72.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4792, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1845.7835, usercpu_time_millis: 2.633, usercpu_time_millis_testing: 0.441, usercpu_time_millis_training: 2.192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7649, f_measure: 0.6945, kappa: 0.3923, kb_relative_information_score: 322.1428, mean_absolute_error: 0.4509, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7005, predictive_accuracy: 0.6962, prior_entropy: 1, recall: 0.6962, relative_absolute_error: 0.9019, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4603, root_relative_squared_error: 0.9205, scimark_benchmark: 1717.8303, usercpu_time_millis: 32.941, usercpu_time_millis_testing: 0.878, usercpu_time_millis_training: 32.063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6723, f_measure: 0.6135, kappa: 0.2277, kb_relative_information_score: 178.9835, mean_absolute_error: 0.4733, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6143, predictive_accuracy: 0.6138, prior_entropy: 1, recall: 0.6138, relative_absolute_error: 0.9466, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4819, root_relative_squared_error: 0.9637, scimark_benchmark: 1733.299, usercpu_time_millis: 4.225, usercpu_time_millis_testing: 0.395, usercpu_time_millis_training: 3.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4949, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1841.6104, usercpu_time_millis: 2.567, usercpu_time_millis_testing: 0.43, usercpu_time_millis_training: 2.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1808.4562, usercpu_time_millis: 2.322, usercpu_time_millis_testing: 0.4, usercpu_time_millis_training: 1.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6465, f_measure: 0.6142, kappa: 0.2285, kb_relative_information_score: 69.3267, mean_absolute_error: 0.4902, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6143, predictive_accuracy: 0.6142, prior_entropy: 1, recall: 0.6142, relative_absolute_error: 0.9805, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4916, root_relative_squared_error: 0.9832, scimark_benchmark: 1841.6688, usercpu_time_millis: 2.551, usercpu_time_millis_testing: 0.398, usercpu_time_millis_training: 2.153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.733, f_measure: 0.662, kappa: 0.3277, kb_relative_information_score: 309.261, mean_absolute_error: 0.4525, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6676, predictive_accuracy: 0.6638, prior_entropy: 1, recall: 0.6638, relative_absolute_error: 0.905, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4643, root_relative_squared_error: 0.9286, scimark_benchmark: 1958.5579, usercpu_time_millis: 5.931, usercpu_time_millis_testing: 0.252, usercpu_time_millis_training: 5.679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8657, f_measure: 0.7893, kappa: 0.5792, kb_relative_information_score: 788.3061, mean_absolute_error: 0.3692, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7916, predictive_accuracy: 0.7896, prior_entropy: 1, recall: 0.7896, relative_absolute_error: 0.7384, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4041, root_relative_squared_error: 0.8083, scimark_benchmark: 1840.2451, usercpu_time_millis: 1130.423, usercpu_time_millis_testing: 2.258, usercpu_time_millis_training: 1128.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9257, f_measure: 0.8581, kappa: 0.7162, kb_relative_information_score: 1201.685, mean_absolute_error: 0.2933, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8583, predictive_accuracy: 0.8581, prior_entropy: 1, recall: 0.8581, relative_absolute_error: 0.5866, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.345, root_relative_squared_error: 0.6899, scimark_benchmark: 1719.131, usercpu_time_millis: 653.418, usercpu_time_millis_testing: 1.48, usercpu_time_millis_training: 651.938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8821, f_measure: 0.8122, kappa: 0.6246, kb_relative_information_score: 904.4258, mean_absolute_error: 0.3482, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8131, predictive_accuracy: 0.8123, prior_entropy: 1, recall: 0.8123, relative_absolute_error: 0.6964, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3892, root_relative_squared_error: 0.7785, scimark_benchmark: 1953.4165, usercpu_time_millis: 590.309, usercpu_time_millis_testing: 1.126, usercpu_time_millis_training: 589.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8515, f_measure: 0.7728, kappa: 0.5462, kb_relative_information_score: 730.3825, mean_absolute_error: 0.3789, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7743, predictive_accuracy: 0.7731, prior_entropy: 1, recall: 0.7731, relative_absolute_error: 0.7579, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4124, root_relative_squared_error: 0.8248, scimark_benchmark: 1832.2209, usercpu_time_millis: 433.082, usercpu_time_millis_testing: 1.076, usercpu_time_millis_training: 432.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9124, f_measure: 0.845, kappa: 0.69, kb_relative_information_score: 1110.9138, mean_absolute_error: 0.3094, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8453, predictive_accuracy: 0.845, prior_entropy: 1, recall: 0.845, relative_absolute_error: 0.6189, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3601, root_relative_squared_error: 0.7202, scimark_benchmark: 1837.8837, usercpu_time_millis: 403.281, usercpu_time_millis_testing: 1.31, usercpu_time_millis_training: 401.971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8143, f_measure: 0.7251, kappa: 0.4508, kb_relative_information_score: 657.2616, mean_absolute_error: 0.3892, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7265, predictive_accuracy: 0.7254, prior_entropy: 1, recall: 0.7254, relative_absolute_error: 0.7785, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4264, root_relative_squared_error: 0.8528, scimark_benchmark: 1759.7696, usercpu_time_millis: 367.483, usercpu_time_millis_testing: 1.273, usercpu_time_millis_training: 366.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8669, f_measure: 0.7766, kappa: 0.5546, kb_relative_information_score: 674.9843, mean_absolute_error: 0.3909, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.781, predictive_accuracy: 0.7773, prior_entropy: 1, recall: 0.7773, relative_absolute_error: 0.7818, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4144, root_relative_squared_error: 0.8289, scimark_benchmark: 1806.0347, usercpu_time_millis: 299.847, usercpu_time_millis_testing: 1.703, usercpu_time_millis_training: 298.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7401, f_measure: 0.6651, kappa: 0.3362, kb_relative_information_score: 480.6035, mean_absolute_error: 0.4188, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6744, predictive_accuracy: 0.6681, prior_entropy: 1, recall: 0.6681, relative_absolute_error: 0.8375, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4535, root_relative_squared_error: 0.907, scimark_benchmark: 1746.0413, usercpu_time_millis: 85.717, usercpu_time_millis_testing: 0.431, usercpu_time_millis_training: 85.286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7965, f_measure: 0.7213, kappa: 0.4462, kb_relative_information_score: 510.4875, mean_absolute_error: 0.4176, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7291, predictive_accuracy: 0.7231, prior_entropy: 1, recall: 0.7231, relative_absolute_error: 0.8351, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4399, root_relative_squared_error: 0.8798, scimark_benchmark: 1842.3616, usercpu_time_millis: 63.256, usercpu_time_millis_testing: 0.528, usercpu_time_millis_training: 62.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6621, f_measure: 0.6117, kappa: 0.2238, kb_relative_information_score: 158.7234, mean_absolute_error: 0.4766, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6122, predictive_accuracy: 0.6119, prior_entropy: 1, recall: 0.6119, relative_absolute_error: 0.9531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4838, root_relative_squared_error: 0.9676, scimark_benchmark: 1771.1694, usercpu_time_millis: 17.359, usercpu_time_millis_testing: 0.613, usercpu_time_millis_training: 16.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9022, f_measure: 0.8323, kappa: 0.6646, kb_relative_information_score: 1124.9615, mean_absolute_error: 0.3055, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8327, predictive_accuracy: 0.8323, prior_entropy: 1, recall: 0.8323, relative_absolute_error: 0.611, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3632, root_relative_squared_error: 0.7263, scimark_benchmark: 1757.7842, usercpu_time_millis: 869.355, usercpu_time_millis_testing: 1.346, usercpu_time_millis_training: 868.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8721, f_measure: 0.7815, kappa: 0.5646, kb_relative_information_score: 666.0518, mean_absolute_error: 0.393, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7865, predictive_accuracy: 0.7823, prior_entropy: 1, recall: 0.7823, relative_absolute_error: 0.786, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4145, root_relative_squared_error: 0.8291, scimark_benchmark: 1839.2663, usercpu_time_millis: 185.253, usercpu_time_millis_testing: 1.462, usercpu_time_millis_training: 183.791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8794, f_measure: 0.7925, kappa: 0.5862, kb_relative_information_score: 689.703, mean_absolute_error: 0.3891, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7963, predictive_accuracy: 0.7931, prior_entropy: 1, recall: 0.7931, relative_absolute_error: 0.7782, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4109, root_relative_squared_error: 0.8218, scimark_benchmark: 1852.9259, usercpu_time_millis: 122.908, usercpu_time_millis_testing: 0.955, usercpu_time_millis_training: 121.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.828, kappa: 0.6562, kb_relative_information_score: 1002.5029, mean_absolute_error: 0.3309, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8284, predictive_accuracy: 0.8281, prior_entropy: 1, recall: 0.8281, relative_absolute_error: 0.6618, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3743, root_relative_squared_error: 0.7486, scimark_benchmark: 1737.1018, usercpu_time_millis: 1959.801, usercpu_time_millis_testing: 2.058, usercpu_time_millis_training: 1957.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9044, f_measure: 0.8311, kappa: 0.6623, kb_relative_information_score: 1009.1663, mean_absolute_error: 0.3299, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8315, predictive_accuracy: 0.8312, prior_entropy: 1, recall: 0.8312, relative_absolute_error: 0.6597, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3722, root_relative_squared_error: 0.7444, scimark_benchmark: 1831.2206, usercpu_time_millis: 1368.7, usercpu_time_millis_testing: 1.76, usercpu_time_millis_training: 1366.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9276, f_measure: 0.8634, kappa: 0.7269, kb_relative_information_score: 1142.6469, mean_absolute_error: 0.3057, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8636, predictive_accuracy: 0.8635, prior_entropy: 1, recall: 0.8635, relative_absolute_error: 0.6115, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.35, root_relative_squared_error: 0.7, scimark_benchmark: 1646.267, usercpu_time_millis: 757.967, usercpu_time_millis_testing: 2.928, usercpu_time_millis_training: 755.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6573, f_measure: 0.6155, kappa: 0.2315, kb_relative_information_score: 184.4186, mean_absolute_error: 0.4725, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6161, predictive_accuracy: 0.6158, prior_entropy: 1, recall: 0.6158, relative_absolute_error: 0.9451, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.484, root_relative_squared_error: 0.9681, scimark_benchmark: 1804.5583, usercpu_time_millis: 63.898, usercpu_time_millis_testing: 0.803, usercpu_time_millis_training: 63.095,

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