OpenML
Supervised Classification on nomao

Supervised Classification on nomao

Task 145854 Supervised Classification nomao 32334 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9259, kappa: 0.8138, kb_relative_information_score: 18814.4472, mean_absolute_error: 0.2096, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9307, predictive_accuracy: 0.9283, prior_entropy: 0.863, recall: 0.9283, relative_absolute_error: 0.5136, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2667, root_relative_squared_error: 0.5903, scimark_benchmark: 1254.7583, usercpu_time_millis: 865.741, usercpu_time_millis_testing: 69.138, usercpu_time_millis_training: 796.603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9414, kappa: 0.8547, kb_relative_information_score: 25111.4497, mean_absolute_error: 0.1201, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9417, predictive_accuracy: 0.9421, prior_entropy: 0.863, recall: 0.9421, relative_absolute_error: 0.2944, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.213, root_relative_squared_error: 0.4716, scimark_benchmark: 1271.8602, usercpu_time_millis: 1799.889, usercpu_time_millis_testing: 84.206, usercpu_time_millis_training: 1715.683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9714, f_measure: 0.9047, kappa: 0.763, kb_relative_information_score: 16906.1733, mean_absolute_error: 0.2223, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9052, predictive_accuracy: 0.9064, prior_entropy: 0.863, recall: 0.9064, relative_absolute_error: 0.5448, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2888, root_relative_squared_error: 0.6393, scimark_benchmark: 1254.0307, usercpu_time_millis: 325.092, usercpu_time_millis_testing: 22.538, usercpu_time_millis_training: 302.554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9316, kappa: 0.8299, kb_relative_information_score: 21743.8632, mean_absolute_error: 0.1659, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9327, predictive_accuracy: 0.9329, prior_entropy: 0.863, recall: 0.9329, relative_absolute_error: 0.4065, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.242, root_relative_squared_error: 0.5358, scimark_benchmark: 1237.9276, usercpu_time_millis: 592.892, usercpu_time_millis_testing: 41.918, usercpu_time_millis_training: 550.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9432, kappa: 0.8594, kb_relative_information_score: 25278.7431, mean_absolute_error: 0.1184, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9436, predictive_accuracy: 0.9439, prior_entropy: 0.863, recall: 0.9439, relative_absolute_error: 0.2901, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.21, root_relative_squared_error: 0.4649, scimark_benchmark: 1243.9683, usercpu_time_millis: 706.653, usercpu_time_millis_testing: 25.823, usercpu_time_millis_training: 680.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9385, kappa: 0.8479, kb_relative_information_score: 25944.3205, mean_absolute_error: 0.1052, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9386, predictive_accuracy: 0.939, prior_entropy: 0.863, recall: 0.939, relative_absolute_error: 0.2577, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2128, root_relative_squared_error: 0.4712, scimark_benchmark: 1268.6619, usercpu_time_millis: 3303.857, usercpu_time_millis_testing: 43.864, usercpu_time_millis_training: 3259.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9642, kappa: 0.912, kb_relative_information_score: 28674.1503, mean_absolute_error: 0.0744, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9642, predictive_accuracy: 0.9643, prior_entropy: 0.863, recall: 0.9643, relative_absolute_error: 0.1822, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1687, root_relative_squared_error: 0.3734, scimark_benchmark: 1268.0124, usercpu_time_millis: 729.064, usercpu_time_millis_testing: 33.036, usercpu_time_millis_training: 696.028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9395, kappa: 0.8507, kb_relative_information_score: 25979.2123, mean_absolute_error: 0.1049, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9396, predictive_accuracy: 0.9401, prior_entropy: 0.863, recall: 0.9401, relative_absolute_error: 0.257, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2117, root_relative_squared_error: 0.4686, scimark_benchmark: 1266.3698, usercpu_time_millis: 3862.42, usercpu_time_millis_testing: 40.181, usercpu_time_millis_training: 3822.239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9611, kappa: 0.9043, kb_relative_information_score: 28457.6895, mean_absolute_error: 0.0762, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9611, predictive_accuracy: 0.9612, prior_entropy: 0.863, recall: 0.9612, relative_absolute_error: 0.1867, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.175, root_relative_squared_error: 0.3875, scimark_benchmark: 1269.1795, usercpu_time_millis: 82.14, usercpu_time_millis_testing: 5.588, usercpu_time_millis_training: 76.552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9421, kappa: 0.8564, kb_relative_information_score: 23634.942, mean_absolute_error: 0.142, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9426, predictive_accuracy: 0.9428, prior_entropy: 0.863, recall: 0.9428, relative_absolute_error: 0.3479, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.494, scimark_benchmark: 1271.9059, usercpu_time_millis: 661.825, usercpu_time_millis_testing: 32.989, usercpu_time_millis_training: 628.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9663, kappa: 0.9172, kb_relative_information_score: 29402.4673, mean_absolute_error: 0.0638, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9662, predictive_accuracy: 0.9663, prior_entropy: 0.863, recall: 0.9663, relative_absolute_error: 0.1563, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1629, root_relative_squared_error: 0.3607, scimark_benchmark: 1252.7399, usercpu_time_millis: 316.905, usercpu_time_millis_testing: 6.193, usercpu_time_millis_training: 310.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9567, kappa: 0.893, kb_relative_information_score: 26319.1437, mean_absolute_error: 0.1074, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9569, predictive_accuracy: 0.9571, prior_entropy: 0.863, recall: 0.9571, relative_absolute_error: 0.2632, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.192, root_relative_squared_error: 0.4251, scimark_benchmark: 1269.3995, usercpu_time_millis: 1831.283, usercpu_time_millis_testing: 107.525, usercpu_time_millis_training: 1723.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9545, kappa: 0.8875, kb_relative_information_score: 25871.139, mean_absolute_error: 0.1134, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9547, predictive_accuracy: 0.9549, prior_entropy: 0.863, recall: 0.9549, relative_absolute_error: 0.2778, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.4362, scimark_benchmark: 1263.6697, usercpu_time_millis: 1209.342, usercpu_time_millis_testing: 61.072, usercpu_time_millis_training: 1148.27,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9454, kappa: 0.8651, kb_relative_information_score: 25730.6165, mean_absolute_error: 0.112, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9456, predictive_accuracy: 0.946, prior_entropy: 0.863, recall: 0.946, relative_absolute_error: 0.2743, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.206, root_relative_squared_error: 0.4561, scimark_benchmark: 1263.5299, usercpu_time_millis: 2636.559, usercpu_time_millis_testing: 67.165, usercpu_time_millis_training: 2569.394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9231, kappa: 0.8066, kb_relative_information_score: 18502.8227, mean_absolute_error: 0.2133, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9283, predictive_accuracy: 0.9258, prior_entropy: 0.863, recall: 0.9258, relative_absolute_error: 0.5226, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.27, root_relative_squared_error: 0.5978, scimark_benchmark: 1271.6555, usercpu_time_millis: 644.522, usercpu_time_millis_testing: 55.168, usercpu_time_millis_training: 589.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9401, kappa: 0.8513, kb_relative_information_score: 23977.2155, mean_absolute_error: 0.1367, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9406, predictive_accuracy: 0.9409, prior_entropy: 0.863, recall: 0.9409, relative_absolute_error: 0.3351, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2211, root_relative_squared_error: 0.4895, scimark_benchmark: 1250.8319, usercpu_time_millis: 181.866, usercpu_time_millis_testing: 12.42, usercpu_time_millis_training: 169.446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9589, kappa: 0.8991, kb_relative_information_score: 28110.8758, mean_absolute_error: 0.0802, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9589, predictive_accuracy: 0.959, prior_entropy: 0.863, recall: 0.959, relative_absolute_error: 0.1965, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.3984, scimark_benchmark: 1270.8232, usercpu_time_millis: 2415.863, usercpu_time_millis_testing: 57.951, usercpu_time_millis_training: 2357.912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.955, kappa: 0.889, kb_relative_information_score: 26820.5734, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.955, predictive_accuracy: 0.9553, prior_entropy: 0.863, recall: 0.9553, relative_absolute_error: 0.2432, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1898, root_relative_squared_error: 0.4202, scimark_benchmark: 1276.0765, usercpu_time_millis: 504.819, usercpu_time_millis_testing: 27.096, usercpu_time_millis_training: 477.723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9426, kappa: 0.8576, kb_relative_information_score: 23722.3248, mean_absolute_error: 0.1409, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9431, predictive_accuracy: 0.9433, prior_entropy: 0.863, recall: 0.9433, relative_absolute_error: 0.3451, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2222, root_relative_squared_error: 0.4919, scimark_benchmark: 1206.3964, usercpu_time_millis: 1601.41, usercpu_time_millis_testing: 83.907, usercpu_time_millis_training: 1517.503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9647, kappa: 0.9132, kb_relative_information_score: 28836.9992, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9646, predictive_accuracy: 0.9648, prior_entropy: 0.863, recall: 0.9648, relative_absolute_error: 0.1769, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1665, root_relative_squared_error: 0.3686, scimark_benchmark: 1262.969, usercpu_time_millis: 2922.075, usercpu_time_millis_testing: 86.43, usercpu_time_millis_training: 2835.645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.8738, kappa: 0.6918, kb_relative_information_score: 17885.6509, mean_absolute_error: 0.2046, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8743, predictive_accuracy: 0.8734, prior_entropy: 0.863, recall: 0.8734, relative_absolute_error: 0.5013, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.293, root_relative_squared_error: 0.6486, scimark_benchmark: 1256.9005, usercpu_time_millis: 762.554, usercpu_time_millis_testing: 23.982, usercpu_time_millis_training: 738.572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.962, kappa: 0.9066, kb_relative_information_score: 28099.0517, mean_absolute_error: 0.0822, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.962, predictive_accuracy: 0.9622, prior_entropy: 0.863, recall: 0.9622, relative_absolute_error: 0.2015, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1749, root_relative_squared_error: 0.3873, scimark_benchmark: 1261.354, usercpu_time_millis: 2224.663, usercpu_time_millis_testing: 76.745, usercpu_time_millis_training: 2147.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9558, kappa: 0.8916, kb_relative_information_score: 27832.993, mean_absolute_error: 0.0831, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9558, predictive_accuracy: 0.9559, prior_entropy: 0.863, recall: 0.9559, relative_absolute_error: 0.2036, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.4109, scimark_benchmark: 1250.5028, usercpu_time_millis: 1470.886, usercpu_time_millis_testing: 32.413, usercpu_time_millis_training: 1438.473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.962, kappa: 0.9065, kb_relative_information_score: 28184.7344, mean_absolute_error: 0.0811, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.962, predictive_accuracy: 0.9621, prior_entropy: 0.863, recall: 0.9621, relative_absolute_error: 0.1988, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1739, root_relative_squared_error: 0.385, scimark_benchmark: 1276.9023, usercpu_time_millis: 1092.98, usercpu_time_millis_testing: 44.426, usercpu_time_millis_training: 1048.554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9599, kappa: 0.9014, kb_relative_information_score: 27913.9629, mean_absolute_error: 0.0843, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9599, predictive_accuracy: 0.9601, prior_entropy: 0.863, recall: 0.9601, relative_absolute_error: 0.2067, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.3945, scimark_benchmark: 1274.0399, usercpu_time_millis: 1145.773, usercpu_time_millis_testing: 67.843, usercpu_time_millis_training: 1077.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9656, kappa: 0.9157, kb_relative_information_score: 29341.5398, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9656, predictive_accuracy: 0.9657, prior_entropy: 0.863, recall: 0.9657, relative_absolute_error: 0.1588, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1627, root_relative_squared_error: 0.3602, scimark_benchmark: 1257.4986, usercpu_time_millis: 5382.468, usercpu_time_millis_testing: 69.392, usercpu_time_millis_training: 5313.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9542, kappa: 0.8877, kb_relative_information_score: 27620.3322, mean_absolute_error: 0.0854, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9542, predictive_accuracy: 0.9543, prior_entropy: 0.863, recall: 0.9543, relative_absolute_error: 0.2092, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1897, root_relative_squared_error: 0.4199, scimark_benchmark: 1261.9405, usercpu_time_millis: 2354.765, usercpu_time_millis_testing: 33.765, usercpu_time_millis_training: 2321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9673, kappa: 0.9195, kb_relative_information_score: 29029.1473, mean_absolute_error: 0.0703, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9672, predictive_accuracy: 0.9674, prior_entropy: 0.863, recall: 0.9674, relative_absolute_error: 0.1724, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1616, root_relative_squared_error: 0.3577, scimark_benchmark: 1266.1637, usercpu_time_millis: 325.709, usercpu_time_millis_testing: 14.161, usercpu_time_millis_training: 311.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9579, kappa: 0.8964, kb_relative_information_score: 27470.8126, mean_absolute_error: 0.0898, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9579, predictive_accuracy: 0.9581, prior_entropy: 0.863, recall: 0.9581, relative_absolute_error: 0.2201, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1841, root_relative_squared_error: 0.4075, scimark_benchmark: 1271.4968, usercpu_time_millis: 2904.638, usercpu_time_millis_testing: 113.827, usercpu_time_millis_training: 2790.811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9443, kappa: 0.8623, kb_relative_information_score: 25534.1199, mean_absolute_error: 0.1149, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9446, predictive_accuracy: 0.9449, prior_entropy: 0.863, recall: 0.9449, relative_absolute_error: 0.2814, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.459, scimark_benchmark: 1277.8293, usercpu_time_millis: 147.348, usercpu_time_millis_testing: 7.101, usercpu_time_millis_training: 140.247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9586, kappa: 0.8979, kb_relative_information_score: 27261.8742, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9586, predictive_accuracy: 0.9588, prior_entropy: 0.863, recall: 0.9588, relative_absolute_error: 0.2307, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1828, root_relative_squared_error: 0.4046, scimark_benchmark: 1273.3575, usercpu_time_millis: 1185.052, usercpu_time_millis_testing: 83.166, usercpu_time_millis_training: 1101.886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9151, kappa: 0.7859, kb_relative_information_score: 17868.4183, mean_absolute_error: 0.2201, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9217, predictive_accuracy: 0.9184, prior_entropy: 0.863, recall: 0.9184, relative_absolute_error: 0.5394, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2769, root_relative_squared_error: 0.6131, scimark_benchmark: 1271.0942, usercpu_time_millis: 917.518, usercpu_time_millis_testing: 74.404, usercpu_time_millis_training: 843.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9663, kappa: 0.9173, kb_relative_information_score: 29103.881, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9663, predictive_accuracy: 0.9664, prior_entropy: 0.863, recall: 0.9664, relative_absolute_error: 0.1689, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1621, root_relative_squared_error: 0.3588, scimark_benchmark: 1273.6985, usercpu_time_millis: 1515.926, usercpu_time_millis_testing: 42.033, usercpu_time_millis_training: 1473.893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9603, f_measure: 0.8754, kappa: 0.6956, kb_relative_information_score: 17947.4623, mean_absolute_error: 0.2045, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8758, predictive_accuracy: 0.875, prior_entropy: 0.863, recall: 0.875, relative_absolute_error: 0.5011, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2903, root_relative_squared_error: 0.6427, scimark_benchmark: 1265.9303, usercpu_time_millis: 1013.398, usercpu_time_millis_testing: 45.794, usercpu_time_millis_training: 967.604,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9478, kappa: 0.8707, kb_relative_information_score: 24480.7361, mean_absolute_error: 0.1316, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9483, predictive_accuracy: 0.9484, prior_entropy: 0.863, recall: 0.9484, relative_absolute_error: 0.3225, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2127, root_relative_squared_error: 0.4709, scimark_benchmark: 1263.4106, usercpu_time_millis: 851.993, usercpu_time_millis_testing: 48.601, usercpu_time_millis_training: 803.392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.957, kappa: 0.894, kb_relative_information_score: 27310.6579, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9569, predictive_accuracy: 0.9572, prior_entropy: 0.863, recall: 0.9572, relative_absolute_error: 0.2251, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.4121, scimark_benchmark: 1266.8135, usercpu_time_millis: 1267.069, usercpu_time_millis_testing: 52.75, usercpu_time_millis_training: 1214.319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9323, kappa: 0.8313, kb_relative_information_score: 19511.75, mean_absolute_error: 0.1964, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9341, predictive_accuracy: 0.9338, prior_entropy: 0.863, recall: 0.9338, relative_absolute_error: 0.4812, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2614, root_relative_squared_error: 0.5786, scimark_benchmark: 1269.7664, usercpu_time_millis: 930.688, usercpu_time_millis_testing: 57.075, usercpu_time_millis_training: 873.613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9692, kappa: 0.9243, kb_relative_information_score: 29157.3776, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9692, predictive_accuracy: 0.9693, prior_entropy: 0.863, recall: 0.9693, relative_absolute_error: 0.1696, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.158, root_relative_squared_error: 0.3498, scimark_benchmark: 1272.0163, usercpu_time_millis: 541.312, usercpu_time_millis_testing: 23.934, usercpu_time_millis_training: 517.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9537, kappa: 0.886, kb_relative_information_score: 26876.2184, mean_absolute_error: 0.0969, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9537, predictive_accuracy: 0.9539, prior_entropy: 0.863, recall: 0.9539, relative_absolute_error: 0.2375, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1928, root_relative_squared_error: 0.4269, scimark_benchmark: 1268.7845, usercpu_time_millis: 173.731, usercpu_time_millis_testing: 5.889, usercpu_time_millis_training: 167.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.968, kappa: 0.9214, kb_relative_information_score: 29453.9442, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.968, predictive_accuracy: 0.9681, prior_entropy: 0.863, recall: 0.9681, relative_absolute_error: 0.1567, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.3515, scimark_benchmark: 1270.831, usercpu_time_millis: 364.891, usercpu_time_millis_testing: 13.334, usercpu_time_millis_training: 351.557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9612, kappa: 0.9048, kb_relative_information_score: 28640.131, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9612, predictive_accuracy: 0.9613, prior_entropy: 0.863, recall: 0.9613, relative_absolute_error: 0.1799, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1742, root_relative_squared_error: 0.3856, scimark_benchmark: 1262.8251, usercpu_time_millis: 3190.064, usercpu_time_millis_testing: 70.407, usercpu_time_millis_training: 3119.657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9274, kappa: 0.8178, kb_relative_information_score: 19019.349, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9318, predictive_accuracy: 0.9297, prior_entropy: 0.863, recall: 0.9297, relative_absolute_error: 0.5064, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2645, root_relative_squared_error: 0.5856, scimark_benchmark: 1273.0209, usercpu_time_millis: 471.475, usercpu_time_millis_testing: 33.624, usercpu_time_millis_training: 437.851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9586, kappa: 0.8985, kb_relative_information_score: 28396.7257, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9586, predictive_accuracy: 0.9587, prior_entropy: 0.863, recall: 0.9587, relative_absolute_error: 0.1853, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1792, root_relative_squared_error: 0.3968, scimark_benchmark: 1265.4654, usercpu_time_millis: 217.723, usercpu_time_millis_testing: 5.031, usercpu_time_millis_training: 212.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.933, kappa: 0.8321, kb_relative_information_score: 19527.3546, mean_absolute_error: 0.2013, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9369, predictive_accuracy: 0.935, prior_entropy: 0.863, recall: 0.935, relative_absolute_error: 0.4933, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2586, root_relative_squared_error: 0.5725, scimark_benchmark: 1261.0133, usercpu_time_millis: 1436.823, usercpu_time_millis_testing: 103.58, usercpu_time_millis_training: 1333.243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9448, kappa: 0.8632, kb_relative_information_score: 24894.5606, mean_absolute_error: 0.1247, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9452, predictive_accuracy: 0.9455, prior_entropy: 0.863, recall: 0.9455, relative_absolute_error: 0.3056, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.4681, scimark_benchmark: 1269.4799, usercpu_time_millis: 878.993, usercpu_time_millis_testing: 34.805, usercpu_time_millis_training: 844.188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9175, kappa: 0.7925, kb_relative_information_score: 23854.0055, mean_absolute_error: 0.1343, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9224, predictive_accuracy: 0.9203, prior_entropy: 0.863, recall: 0.9203, relative_absolute_error: 0.3291, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2339, root_relative_squared_error: 0.5178, scimark_benchmark: 1263.922, usercpu_time_millis: 926.951, usercpu_time_millis_testing: 28.619, usercpu_time_millis_training: 898.332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9549, kappa: 0.8888, kb_relative_information_score: 26941.2848, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9549, predictive_accuracy: 0.9551, prior_entropy: 0.863, recall: 0.9551, relative_absolute_error: 0.2368, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1908, root_relative_squared_error: 0.4223, scimark_benchmark: 1270.8557, usercpu_time_millis: 1240.452, usercpu_time_millis_testing: 60.619, usercpu_time_millis_training: 1179.833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9606, kappa: 0.9028, kb_relative_information_score: 27286.3269, mean_absolute_error: 0.0948, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9607, predictive_accuracy: 0.9608, prior_entropy: 0.863, recall: 0.9608, relative_absolute_error: 0.2322, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1802, root_relative_squared_error: 0.399, scimark_benchmark: 1272.0119, usercpu_time_millis: 1243.146, usercpu_time_millis_testing: 70.308, usercpu_time_millis_training: 1172.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9553, kappa: 0.8895, kb_relative_information_score: 26037.9574, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9554, predictive_accuracy: 0.9556, prior_entropy: 0.863, recall: 0.9556, relative_absolute_error: 0.2721, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.4322, scimark_benchmark: 1271.8964, usercpu_time_millis: 557.633, usercpu_time_millis_testing: 42.234, usercpu_time_millis_training: 515.399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9411, kappa: 0.8543, kb_relative_information_score: 25844.7934, mean_absolute_error: 0.108, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9412, predictive_accuracy: 0.9417, prior_entropy: 0.863, recall: 0.9417, relative_absolute_error: 0.2647, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.4657, scimark_benchmark: 1255.4841, usercpu_time_millis: 1302.775, usercpu_time_millis_testing: 36.976, usercpu_time_millis_training: 1265.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.9307, kappa: 0.8276, kb_relative_information_score: 24932.3679, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9319, predictive_accuracy: 0.932, prior_entropy: 0.863, recall: 0.932, relative_absolute_error: 0.2899, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2249, root_relative_squared_error: 0.498, scimark_benchmark: 1258.5744, usercpu_time_millis: 2723.918, usercpu_time_millis_testing: 31.874, usercpu_time_millis_training: 2692.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9532, kappa: 0.8847, kb_relative_information_score: 26792.7128, mean_absolute_error: 0.0986, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9532, predictive_accuracy: 0.9535, prior_entropy: 0.863, recall: 0.9535, relative_absolute_error: 0.2417, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1926, root_relative_squared_error: 0.4264, scimark_benchmark: 1282.1888, usercpu_time_millis: 959.69, usercpu_time_millis_testing: 53.895, usercpu_time_millis_training: 905.795,
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: 0.9926, f_measure: 0.9597, kappa: 0.9006, kb_relative_information_score: 27290.9605, mean_absolute_error: 0.0939, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9597, predictive_accuracy: 0.9599, prior_entropy: 0.863, recall: 0.9599, relative_absolute_error: 0.23, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1823, root_relative_squared_error: 0.4036, scimark_benchmark: 1260.9435, usercpu_time_millis: 1115.717, usercpu_time_millis_testing: 42.186, usercpu_time_millis_training: 1073.531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.924, kappa: 0.809, kb_relative_information_score: 18566.0555, mean_absolute_error: 0.2126, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9293, predictive_accuracy: 0.9267, prior_entropy: 0.863, recall: 0.9267, relative_absolute_error: 0.5209, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2693, root_relative_squared_error: 0.5962, scimark_benchmark: 1273.9669, usercpu_time_millis: 1148.222, usercpu_time_millis_testing: 83.374, usercpu_time_millis_training: 1064.848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9497, kappa: 0.8753, kb_relative_information_score: 24065.7394, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9503, predictive_accuracy: 0.9503, prior_entropy: 0.863, recall: 0.9503, relative_absolute_error: 0.3397, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2141, root_relative_squared_error: 0.4739, scimark_benchmark: 1267.0694, usercpu_time_millis: 1027.381, usercpu_time_millis_testing: 63.064, usercpu_time_millis_training: 964.317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9608, kappa: 0.9035, kb_relative_information_score: 27875.0226, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9608, predictive_accuracy: 0.961, prior_entropy: 0.863, recall: 0.961, relative_absolute_error: 0.2097, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1769, root_relative_squared_error: 0.3916, scimark_benchmark: 1271.1222, usercpu_time_millis: 1367.795, usercpu_time_millis_testing: 75.43, usercpu_time_millis_training: 1292.365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9413, kappa: 0.8545, kb_relative_information_score: 24525.2084, mean_absolute_error: 0.129, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9418, predictive_accuracy: 0.9421, prior_entropy: 0.863, recall: 0.9421, relative_absolute_error: 0.316, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2167, root_relative_squared_error: 0.4797, scimark_benchmark: 1271.1533, usercpu_time_millis: 2410.862, usercpu_time_millis_testing: 86.588, usercpu_time_millis_training: 2324.274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9502, kappa: 0.8779, kb_relative_information_score: 28346.6912, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9502, predictive_accuracy: 0.9502, prior_entropy: 0.863, recall: 0.9502, relative_absolute_error: 0.181, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.4242, scimark_benchmark: 1299.8449, usercpu_time_millis: 15842.662, usercpu_time_millis_testing: 66.505, usercpu_time_millis_training: 15776.157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9681, kappa: 0.9218, kb_relative_information_score: 30030.2805, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9681, predictive_accuracy: 0.9681, prior_entropy: 0.863, recall: 0.9681, relative_absolute_error: 0.1348, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1583, root_relative_squared_error: 0.3504, scimark_benchmark: 1304.0382, usercpu_time_millis: 12596.944, usercpu_time_millis_testing: 39.818, usercpu_time_millis_training: 12557.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9559, kappa: 0.8912, kb_relative_information_score: 26681.0115, mean_absolute_error: 0.1017, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.956, predictive_accuracy: 0.9562, prior_entropy: 0.863, recall: 0.9562, relative_absolute_error: 0.2491, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.4208, scimark_benchmark: 1266.6171, usercpu_time_millis: 308.369, usercpu_time_millis_testing: 16.905, usercpu_time_millis_training: 291.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9481, kappa: 0.8718, kb_relative_information_score: 26053.8434, mean_absolute_error: 0.1077, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9482, predictive_accuracy: 0.9485, prior_entropy: 0.863, recall: 0.9485, relative_absolute_error: 0.264, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2023, root_relative_squared_error: 0.4478, scimark_benchmark: 1273.6695, usercpu_time_millis: 2733.952, usercpu_time_millis_testing: 74.764, usercpu_time_millis_training: 2659.188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9409, kappa: 0.8538, kb_relative_information_score: 25639.692, mean_absolute_error: 0.1114, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9412, predictive_accuracy: 0.9416, prior_entropy: 0.863, recall: 0.9416, relative_absolute_error: 0.2731, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.4677, scimark_benchmark: 1269.963, usercpu_time_millis: 1849.906, usercpu_time_millis_testing: 69.6, usercpu_time_millis_training: 1780.306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.96, kappa: 0.9017, kb_relative_information_score: 27999.6718, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.96, predictive_accuracy: 0.9602, prior_entropy: 0.863, recall: 0.9602, relative_absolute_error: 0.2033, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.178, root_relative_squared_error: 0.394, scimark_benchmark: 1267.2099, usercpu_time_millis: 861.57, usercpu_time_millis_testing: 51.191, usercpu_time_millis_training: 810.379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9315, kappa: 0.8282, kb_relative_information_score: 19385.6157, mean_absolute_error: 0.203, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9356, predictive_accuracy: 0.9336, prior_entropy: 0.863, recall: 0.9336, relative_absolute_error: 0.4976, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2602, root_relative_squared_error: 0.5761, scimark_benchmark: 1268.7101, usercpu_time_millis: 1402.621, usercpu_time_millis_testing: 98.457, usercpu_time_millis_training: 1304.164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9502, kappa: 0.8779, kb_relative_information_score: 28340.822, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9502, predictive_accuracy: 0.9502, prior_entropy: 0.863, recall: 0.9502, relative_absolute_error: 0.1812, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.4242, scimark_benchmark: 1311.206, usercpu_time_millis: 17592.51, usercpu_time_millis_testing: 61.375, usercpu_time_millis_training: 17531.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9678, kappa: 0.9208, kb_relative_information_score: 29317.1875, mean_absolute_error: 0.0661, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9677, predictive_accuracy: 0.9679, prior_entropy: 0.863, recall: 0.9679, relative_absolute_error: 0.162, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1592, root_relative_squared_error: 0.3524, scimark_benchmark: 1264.2334, usercpu_time_millis: 542.092, usercpu_time_millis_testing: 19.984, usercpu_time_millis_training: 522.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9636, kappa: 0.9103, kb_relative_information_score: 27760.8835, mean_absolute_error: 0.0887, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9637, predictive_accuracy: 0.9638, prior_entropy: 0.863, recall: 0.9638, relative_absolute_error: 0.2173, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1738, root_relative_squared_error: 0.3848, scimark_benchmark: 1265.3968, usercpu_time_millis: 1056.135, usercpu_time_millis_testing: 61.971, usercpu_time_millis_training: 994.164,

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