Task
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: 0.9923, f_measure: 0.9592, kappa: 0.8996, kb_relative_information_score: 27509.7687, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9592, predictive_accuracy: 0.9594, prior_entropy: 0.863, recall: 0.9594, relative_absolute_error: 0.2214, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1812, root_relative_squared_error: 0.4012, scimark_benchmark: 1263.7143, usercpu_time_millis: 2200.554, usercpu_time_millis_testing: 82.983, usercpu_time_millis_training: 2117.571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9533, kappa: 0.8854, kb_relative_information_score: 27339.6414, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9533, predictive_accuracy: 0.9534, prior_entropy: 0.863, recall: 0.9534, relative_absolute_error: 0.2186, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.192, root_relative_squared_error: 0.4251, scimark_benchmark: 1267.617, usercpu_time_millis: 416.348, usercpu_time_millis_testing: 8.634, usercpu_time_millis_training: 407.714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9494, kappa: 0.8747, kb_relative_information_score: 25289.4241, mean_absolute_error: 0.1201, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9497, predictive_accuracy: 0.9499, prior_entropy: 0.863, recall: 0.9499, relative_absolute_error: 0.2943, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2057, root_relative_squared_error: 0.4553, scimark_benchmark: 1244.7802, usercpu_time_millis: 1023.48, usercpu_time_millis_testing: 65.098, usercpu_time_millis_training: 958.382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9517, kappa: 0.8809, kb_relative_information_score: 26457.1238, mean_absolute_error: 0.1029, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9518, predictive_accuracy: 0.9521, prior_entropy: 0.863, recall: 0.9521, relative_absolute_error: 0.2522, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.4348, scimark_benchmark: 1276.7357, usercpu_time_millis: 2652.595, usercpu_time_millis_testing: 82.699, usercpu_time_millis_training: 2569.896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9487, kappa: 0.8727, kb_relative_information_score: 24004.0059, mean_absolute_error: 0.1389, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9492, predictive_accuracy: 0.9493, prior_entropy: 0.863, recall: 0.9493, relative_absolute_error: 0.3403, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.4775, scimark_benchmark: 1245.7883, usercpu_time_millis: 82.076, usercpu_time_millis_testing: 5.397, usercpu_time_millis_training: 76.679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9599, kappa: 0.9013, kb_relative_information_score: 28157.1078, mean_absolute_error: 0.0802, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9598, predictive_accuracy: 0.96, prior_entropy: 0.863, recall: 0.96, relative_absolute_error: 0.1966, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.3944, scimark_benchmark: 1242.8663, usercpu_time_millis: 1192.16, usercpu_time_millis_testing: 55.454, usercpu_time_millis_training: 1136.706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9574, kappa: 0.8947, kb_relative_information_score: 25803.1525, mean_absolute_error: 0.1163, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.863, recall: 0.9578, relative_absolute_error: 0.2849, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1936, root_relative_squared_error: 0.4286, scimark_benchmark: 1272.8732, usercpu_time_millis: 249.515, usercpu_time_millis_testing: 12.913, usercpu_time_millis_training: 236.602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.925, kappa: 0.8126, kb_relative_information_score: 23511.5238, mean_absolute_error: 0.1403, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9273, predictive_accuracy: 0.9268, prior_entropy: 0.863, recall: 0.9268, relative_absolute_error: 0.3438, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2325, root_relative_squared_error: 0.5147, scimark_benchmark: 1242.401, usercpu_time_millis: 1591.436, usercpu_time_millis_testing: 50.21, usercpu_time_millis_training: 1541.226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9545, kappa: 0.8875, kb_relative_information_score: 25081.4374, mean_absolute_error: 0.1256, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9549, predictive_accuracy: 0.955, prior_entropy: 0.863, recall: 0.955, relative_absolute_error: 0.3079, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2019, root_relative_squared_error: 0.4469, scimark_benchmark: 1242.8497, usercpu_time_millis: 1582.006, usercpu_time_millis_testing: 116.912, usercpu_time_millis_training: 1465.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9591, kappa: 0.8995, kb_relative_information_score: 27868.7926, mean_absolute_error: 0.0842, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9591, predictive_accuracy: 0.9593, prior_entropy: 0.863, recall: 0.9593, relative_absolute_error: 0.2063, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1807, root_relative_squared_error: 0.3999, scimark_benchmark: 1293.0854, usercpu_time_millis: 279.605, usercpu_time_millis_testing: 10.557, usercpu_time_millis_training: 269.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.9251, kappa: 0.8128, kb_relative_information_score: 24103.0633, mean_absolute_error: 0.1312, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9274, predictive_accuracy: 0.9269, prior_entropy: 0.863, recall: 0.9269, relative_absolute_error: 0.3216, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2292, root_relative_squared_error: 0.5073, scimark_benchmark: 1265.538, usercpu_time_millis: 1340.729, usercpu_time_millis_testing: 42.473, usercpu_time_millis_training: 1298.256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9405, kappa: 0.8529, kb_relative_information_score: 25949.2634, mean_absolute_error: 0.1061, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9405, predictive_accuracy: 0.941, prior_entropy: 0.863, recall: 0.941, relative_absolute_error: 0.2599, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.4655, scimark_benchmark: 1231.7804, usercpu_time_millis: 4456.739, usercpu_time_millis_testing: 73.461, usercpu_time_millis_training: 4383.278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.963, kappa: 0.9092, kb_relative_information_score: 28777.2951, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.963, predictive_accuracy: 0.9631, prior_entropy: 0.863, recall: 0.9631, relative_absolute_error: 0.1762, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1712, root_relative_squared_error: 0.379, scimark_benchmark: 1237.6306, usercpu_time_millis: 3507.025, usercpu_time_millis_testing: 75.913, usercpu_time_millis_training: 3431.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.918, kappa: 0.7964, kb_relative_information_score: 20561.1322, mean_absolute_error: 0.1829, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9184, predictive_accuracy: 0.9193, prior_entropy: 0.863, recall: 0.9193, relative_absolute_error: 0.4482, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2501, root_relative_squared_error: 0.5537, scimark_benchmark: 1249.6385, usercpu_time_millis: 5645.677, usercpu_time_millis_testing: 10.737, usercpu_time_millis_training: 5634.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9533, kappa: 0.8843, kb_relative_information_score: 24694.9375, mean_absolute_error: 0.1305, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9538, predictive_accuracy: 0.9538, prior_entropy: 0.863, recall: 0.9538, relative_absolute_error: 0.3197, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.458, scimark_benchmark: 1288.881, usercpu_time_millis: 494.776, usercpu_time_millis_testing: 31.88, usercpu_time_millis_training: 462.896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9695, kappa: 0.9252, kb_relative_information_score: 30072.1476, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9695, predictive_accuracy: 0.9696, prior_entropy: 0.863, recall: 0.9696, relative_absolute_error: 0.1356, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1522, root_relative_squared_error: 0.337, scimark_benchmark: 1292.4938, usercpu_time_millis: 3522.972, usercpu_time_millis_testing: 48.244, usercpu_time_millis_training: 3474.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9145, kappa: 0.7844, kb_relative_information_score: 17750.5079, mean_absolute_error: 0.2218, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9214, predictive_accuracy: 0.918, prior_entropy: 0.863, recall: 0.918, relative_absolute_error: 0.5436, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2781, root_relative_squared_error: 0.6157, scimark_benchmark: 1293.4063, usercpu_time_millis: 232.077, usercpu_time_millis_testing: 17.458, usercpu_time_millis_training: 214.619,
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: 0.9895, f_measure: 0.9534, kappa: 0.8854, kb_relative_information_score: 27022.6287, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9533, predictive_accuracy: 0.9536, prior_entropy: 0.863, recall: 0.9536, relative_absolute_error: 0.2311, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1929, root_relative_squared_error: 0.427, scimark_benchmark: 1289.3849, usercpu_time_millis: 1914.71, usercpu_time_millis_testing: 52.666, usercpu_time_millis_training: 1862.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9352, kappa: 0.8395, kb_relative_information_score: 25158.954, mean_absolute_error: 0.1168, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9356, predictive_accuracy: 0.9361, prior_entropy: 0.863, recall: 0.9361, relative_absolute_error: 0.2862, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2197, root_relative_squared_error: 0.4865, scimark_benchmark: 1276.2068, usercpu_time_millis: 644.99, usercpu_time_millis_testing: 20.11, usercpu_time_millis_training: 624.88,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9686, kappa: 0.9228, kb_relative_information_score: 29551.2907, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9685, predictive_accuracy: 0.9686, prior_entropy: 0.863, recall: 0.9686, relative_absolute_error: 0.1536, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.157, root_relative_squared_error: 0.3476, scimark_benchmark: 1277.1386, usercpu_time_millis: 663.774, usercpu_time_millis_testing: 21.357, usercpu_time_millis_training: 642.417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9524, kappa: 0.8825, kb_relative_information_score: 26422.7194, mean_absolute_error: 0.1039, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9525, predictive_accuracy: 0.9527, prior_entropy: 0.863, recall: 0.9527, relative_absolute_error: 0.2546, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1959, root_relative_squared_error: 0.4336, scimark_benchmark: 1293.7402, usercpu_time_millis: 1445.345, usercpu_time_millis_testing: 83.039, usercpu_time_millis_training: 1362.306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9323, kappa: 0.8316, kb_relative_information_score: 24185.7082, mean_absolute_error: 0.1313, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9334, predictive_accuracy: 0.9335, prior_entropy: 0.863, recall: 0.9335, relative_absolute_error: 0.3218, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.4992, scimark_benchmark: 1232.2721, usercpu_time_millis: 2529.181, usercpu_time_millis_testing: 69.14, usercpu_time_millis_training: 2460.041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9665, kappa: 0.9176, kb_relative_information_score: 28974.8272, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9664, predictive_accuracy: 0.9666, prior_entropy: 0.863, recall: 0.9666, relative_absolute_error: 0.1736, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.361, scimark_benchmark: 1280.4359, usercpu_time_millis: 668.929, usercpu_time_millis_testing: 26.895, usercpu_time_millis_training: 642.034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9667, kappa: 0.9182, kb_relative_information_score: 29381.9191, mean_absolute_error: 0.0647, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9666, predictive_accuracy: 0.9667, prior_entropy: 0.863, recall: 0.9667, relative_absolute_error: 0.1584, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1606, root_relative_squared_error: 0.3555, scimark_benchmark: 1241.0667, usercpu_time_millis: 2996.108, usercpu_time_millis_testing: 48.516, usercpu_time_millis_training: 2947.592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.962, kappa: 0.9066, kb_relative_information_score: 28542.5688, mean_absolute_error: 0.0752, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9619, predictive_accuracy: 0.9621, prior_entropy: 0.863, recall: 0.9621, relative_absolute_error: 0.1844, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1731, root_relative_squared_error: 0.3832, scimark_benchmark: 1294.0681, usercpu_time_millis: 1203.25, usercpu_time_millis_testing: 47.264, usercpu_time_millis_training: 1155.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9618, kappa: 0.9062, kb_relative_information_score: 28483.6721, mean_absolute_error: 0.0759, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9618, predictive_accuracy: 0.9619, prior_entropy: 0.863, recall: 0.9619, relative_absolute_error: 0.1859, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.3845, scimark_benchmark: 1245.6796, usercpu_time_millis: 972.464, usercpu_time_millis_testing: 19.24, usercpu_time_millis_training: 953.224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9557, kappa: 0.8906, kb_relative_information_score: 26635.4927, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9558, predictive_accuracy: 0.956, prior_entropy: 0.863, recall: 0.956, relative_absolute_error: 0.2507, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.4217, scimark_benchmark: 1295.1805, usercpu_time_millis: 1426.952, usercpu_time_millis_testing: 96.552, usercpu_time_millis_training: 1330.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9694, kappa: 0.9249, kb_relative_information_score: 30448.2679, mean_absolute_error: 0.0496, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9694, predictive_accuracy: 0.9694, prior_entropy: 0.863, recall: 0.9694, relative_absolute_error: 0.1216, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.151, root_relative_squared_error: 0.3342, scimark_benchmark: 1264.4719, usercpu_time_millis: 7180.484, usercpu_time_millis_testing: 20.74, usercpu_time_millis_training: 7159.744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.952, kappa: 0.8818, kb_relative_information_score: 26983.8569, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9519, predictive_accuracy: 0.9522, prior_entropy: 0.863, recall: 0.9522, relative_absolute_error: 0.2314, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1949, root_relative_squared_error: 0.4315, scimark_benchmark: 1297.2282, usercpu_time_millis: 1684.882, usercpu_time_millis_testing: 66.927, usercpu_time_millis_training: 1617.955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9378, kappa: 0.8455, kb_relative_information_score: 23599.0995, mean_absolute_error: 0.1413, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9385, predictive_accuracy: 0.9387, prior_entropy: 0.863, recall: 0.9387, relative_absolute_error: 0.3464, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2259, root_relative_squared_error: 0.5001, scimark_benchmark: 1292.2886, usercpu_time_millis: 985.031, usercpu_time_millis_testing: 39.598, usercpu_time_millis_training: 945.433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9649, kappa: 0.9138, kb_relative_information_score: 28975.9561, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9649, predictive_accuracy: 0.965, prior_entropy: 0.863, recall: 0.965, relative_absolute_error: 0.1714, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1658, root_relative_squared_error: 0.367, scimark_benchmark: 1288.0814, usercpu_time_millis: 3252.225, usercpu_time_millis_testing: 72.22, usercpu_time_millis_training: 3180.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9661, kappa: 0.9167, kb_relative_information_score: 29018.9627, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9661, predictive_accuracy: 0.9662, prior_entropy: 0.863, recall: 0.9662, relative_absolute_error: 0.1717, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1632, root_relative_squared_error: 0.3613, scimark_benchmark: 1282.7552, usercpu_time_millis: 1006.881, usercpu_time_millis_testing: 30.294, usercpu_time_millis_training: 976.587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.904, kappa: 0.7572, kb_relative_information_score: 16523.7201, mean_absolute_error: 0.2353, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9127, predictive_accuracy: 0.9084, prior_entropy: 0.863, recall: 0.9084, relative_absolute_error: 0.5766, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2907, root_relative_squared_error: 0.6436, scimark_benchmark: 1288.2412, usercpu_time_millis: 437.599, usercpu_time_millis_testing: 30.448, usercpu_time_millis_training: 407.151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9605, kappa: 0.9029, kb_relative_information_score: 28034.9983, mean_absolute_error: 0.0823, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9605, predictive_accuracy: 0.9607, prior_entropy: 0.863, recall: 0.9607, relative_absolute_error: 0.2017, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1776, root_relative_squared_error: 0.3931, scimark_benchmark: 1234.5895, usercpu_time_millis: 3922.215, usercpu_time_millis_testing: 107.308, usercpu_time_millis_training: 3814.907,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9642, kappa: 0.912, kb_relative_information_score: 28874.5246, mean_absolute_error: 0.0712, 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: 0.1745, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1674, root_relative_squared_error: 0.3707, scimark_benchmark: 1249.5099, usercpu_time_millis: 1930.167, usercpu_time_millis_testing: 40.31, usercpu_time_millis_training: 1889.857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9385, kappa: 0.8474, kb_relative_information_score: 24900.1747, mean_absolute_error: 0.1222, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9389, predictive_accuracy: 0.9393, prior_entropy: 0.863, recall: 0.9393, relative_absolute_error: 0.2995, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2171, root_relative_squared_error: 0.4807, scimark_benchmark: 1264.6559, usercpu_time_millis: 1593.344, usercpu_time_millis_testing: 74.493, usercpu_time_millis_training: 1518.851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9414, kappa: 0.8548, kb_relative_information_score: 24896.8625, mean_absolute_error: 0.1234, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9419, predictive_accuracy: 0.9421, prior_entropy: 0.863, recall: 0.9421, relative_absolute_error: 0.3025, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2141, root_relative_squared_error: 0.4739, scimark_benchmark: 1289.3693, usercpu_time_millis: 3012.553, usercpu_time_millis_testing: 84.124, usercpu_time_millis_training: 2928.429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9561, kappa: 0.8914, kb_relative_information_score: 25434.2888, mean_absolute_error: 0.121, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9565, predictive_accuracy: 0.9566, prior_entropy: 0.863, recall: 0.9566, relative_absolute_error: 0.2965, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1981, root_relative_squared_error: 0.4385, scimark_benchmark: 1277.5072, usercpu_time_millis: 1685.234, usercpu_time_millis_testing: 89.169, usercpu_time_millis_training: 1596.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9464, kappa: 0.8677, kb_relative_information_score: 26160.2011, mean_absolute_error: 0.1052, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9464, predictive_accuracy: 0.9468, prior_entropy: 0.863, recall: 0.9468, relative_absolute_error: 0.2579, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2038, root_relative_squared_error: 0.4512, scimark_benchmark: 1277.3133, usercpu_time_millis: 606.92, usercpu_time_millis_testing: 15.023, usercpu_time_millis_training: 591.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9646, kappa: 0.9131, kb_relative_information_score: 29078.1416, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9646, predictive_accuracy: 0.9647, prior_entropy: 0.863, recall: 0.9647, relative_absolute_error: 0.1666, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1671, root_relative_squared_error: 0.3699, scimark_benchmark: 1216.8144, usercpu_time_millis: 6886.13, usercpu_time_millis_testing: 88.044, usercpu_time_millis_training: 6798.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9605, kappa: 0.9031, kb_relative_information_score: 28549.7216, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9605, predictive_accuracy: 0.9605, prior_entropy: 0.863, recall: 0.9605, relative_absolute_error: 0.1815, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1756, root_relative_squared_error: 0.3886, scimark_benchmark: 1215.5294, usercpu_time_millis: 6952.02, usercpu_time_millis_testing: 73.317, usercpu_time_millis_training: 6878.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9646, kappa: 0.9132, kb_relative_information_score: 29043.2372, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9646, predictive_accuracy: 0.9647, prior_entropy: 0.863, recall: 0.9647, relative_absolute_error: 0.1684, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1664, root_relative_squared_error: 0.3685, scimark_benchmark: 1278.1743, usercpu_time_millis: 4071.376, usercpu_time_millis_testing: 87.247, usercpu_time_millis_training: 3984.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9643, kappa: 0.9123, kb_relative_information_score: 28885.4101, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9642, predictive_accuracy: 0.9644, prior_entropy: 0.863, recall: 0.9644, relative_absolute_error: 0.1738, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.3718, scimark_benchmark: 1245.9906, usercpu_time_millis: 3055.503, usercpu_time_millis_testing: 84.661, usercpu_time_millis_training: 2970.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9648, kappa: 0.9136, kb_relative_information_score: 29256.9815, mean_absolute_error: 0.0653, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9647, predictive_accuracy: 0.9648, prior_entropy: 0.863, recall: 0.9648, relative_absolute_error: 0.1599, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.369, scimark_benchmark: 1264.1719, usercpu_time_millis: 75.959, usercpu_time_millis_testing: 3.716, usercpu_time_millis_training: 72.243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9517, kappa: 0.8806, kb_relative_information_score: 25980.9678, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9518, predictive_accuracy: 0.9521, prior_entropy: 0.863, recall: 0.9521, relative_absolute_error: 0.2703, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1994, root_relative_squared_error: 0.4414, scimark_benchmark: 1229.6212, usercpu_time_millis: 1247.054, usercpu_time_millis_testing: 48.175, usercpu_time_millis_training: 1198.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9683, kappa: 0.9221, kb_relative_information_score: 29554.5513, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9682, predictive_accuracy: 0.9683, prior_entropy: 0.863, recall: 0.9683, relative_absolute_error: 0.1534, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1577, root_relative_squared_error: 0.3491, scimark_benchmark: 1288.5313, usercpu_time_millis: 443.333, usercpu_time_millis_testing: 11.425, usercpu_time_millis_training: 431.908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9637, kappa: 0.9108, kb_relative_information_score: 28852.1708, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9636, predictive_accuracy: 0.9637, prior_entropy: 0.863, recall: 0.9637, relative_absolute_error: 0.1739, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1698, root_relative_squared_error: 0.3758, scimark_benchmark: 1277.5367, usercpu_time_millis: 2811.264, usercpu_time_millis_testing: 60.532, usercpu_time_millis_training: 2750.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9572, kappa: 0.8941, kb_relative_information_score: 25676.1768, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9575, predictive_accuracy: 0.9576, prior_entropy: 0.863, recall: 0.9576, relative_absolute_error: 0.2896, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1946, root_relative_squared_error: 0.4308, scimark_benchmark: 1278.4465, usercpu_time_millis: 1564.345, usercpu_time_millis_testing: 97.655, usercpu_time_millis_training: 1466.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9665, kappa: 0.9177, kb_relative_information_score: 29319.2253, mean_absolute_error: 0.0653, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9665, predictive_accuracy: 0.9665, prior_entropy: 0.863, recall: 0.9665, relative_absolute_error: 0.16, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1623, root_relative_squared_error: 0.3592, scimark_benchmark: 1278.0434, usercpu_time_millis: 2303.221, usercpu_time_millis_testing: 46.97, usercpu_time_millis_training: 2256.251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9691, kappa: 0.9241, kb_relative_information_score: 29689.1646, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.969, predictive_accuracy: 0.9691, prior_entropy: 0.863, recall: 0.9691, relative_absolute_error: 0.1493, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1553, root_relative_squared_error: 0.3438, scimark_benchmark: 1276.7326, usercpu_time_millis: 1109.824, usercpu_time_millis_testing: 27.509, usercpu_time_millis_training: 1082.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9597, kappa: 0.901, kb_relative_information_score: 27949.3963, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9597, predictive_accuracy: 0.9598, prior_entropy: 0.863, recall: 0.9598, relative_absolute_error: 0.2034, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1795, root_relative_squared_error: 0.3973, scimark_benchmark: 1276.9338, usercpu_time_millis: 2428.381, usercpu_time_millis_testing: 60.549, usercpu_time_millis_training: 2367.832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.931, kappa: 0.8301, kb_relative_information_score: 23907.3898, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9308, predictive_accuracy: 0.9313, prior_entropy: 0.863, recall: 0.9313, relative_absolute_error: 0.3263, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2322, root_relative_squared_error: 0.5141, scimark_benchmark: 1276.9467, usercpu_time_millis: 1081.615, usercpu_time_millis_testing: 0.9, usercpu_time_millis_training: 1080.715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9651, kappa: 0.9144, kb_relative_information_score: 29247.8876, mean_absolute_error: 0.0657, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9651, predictive_accuracy: 0.9652, prior_entropy: 0.863, recall: 0.9652, relative_absolute_error: 0.1609, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1661, root_relative_squared_error: 0.3678, scimark_benchmark: 1296.2812, usercpu_time_millis: 10463.719, usercpu_time_millis_testing: 71.193, usercpu_time_millis_training: 10392.526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9649, kappa: 0.914, kb_relative_information_score: 30015.5925, mean_absolute_error: 0.0545, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9649, predictive_accuracy: 0.9649, prior_entropy: 0.863, recall: 0.9649, relative_absolute_error: 0.1336, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1644, root_relative_squared_error: 0.3639, scimark_benchmark: 1311.2323, usercpu_time_millis: 15933.808, usercpu_time_millis_testing: 79.483, usercpu_time_millis_training: 15854.325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9563, kappa: 0.8929, kb_relative_information_score: 29375.8935, mean_absolute_error: 0.0598, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9563, predictive_accuracy: 0.9564, prior_entropy: 0.863, recall: 0.9564, relative_absolute_error: 0.1466, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1802, root_relative_squared_error: 0.3989, scimark_benchmark: 1851.3986, usercpu_time_millis: 228.677, usercpu_time_millis_testing: 228.161, usercpu_time_millis_training: 0.516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9542, kappa: 0.8877, kb_relative_information_score: 28756.643, mean_absolute_error: 0.0684, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9542, predictive_accuracy: 0.9542, prior_entropy: 0.863, recall: 0.9542, relative_absolute_error: 0.1677, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1833, root_relative_squared_error: 0.4059, scimark_benchmark: 1853.3841, usercpu_time_millis: 266.112, usercpu_time_millis_testing: 265.617, usercpu_time_millis_training: 0.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9608, kappa: 0.9039, kb_relative_information_score: 28728.9693, mean_absolute_error: 0.0717, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9608, predictive_accuracy: 0.9609, prior_entropy: 0.863, recall: 0.9609, relative_absolute_error: 0.1758, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1741, root_relative_squared_error: 0.3853, scimark_benchmark: 1227.3182, usercpu_time_millis: 8375.506, usercpu_time_millis_testing: 81.161, usercpu_time_millis_training: 8294.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9661, kappa: 0.9167, kb_relative_information_score: 29319.4065, mean_absolute_error: 0.0651, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.966, predictive_accuracy: 0.9661, prior_entropy: 0.863, recall: 0.9661, relative_absolute_error: 0.1596, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1627, root_relative_squared_error: 0.3602, scimark_benchmark: 1229.7727, usercpu_time_millis: 891.449, usercpu_time_millis_testing: 14.87, usercpu_time_millis_training: 876.579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9603, kappa: 0.9024, kb_relative_information_score: 28222.6769, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9602, predictive_accuracy: 0.9604, prior_entropy: 0.863, recall: 0.9604, relative_absolute_error: 0.1946, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1771, root_relative_squared_error: 0.3921, scimark_benchmark: 1290.6071, usercpu_time_millis: 1876.085, usercpu_time_millis_testing: 85.15, usercpu_time_millis_training: 1790.935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9333, kappa: 0.8328, kb_relative_information_score: 19556.3393, mean_absolute_error: 0.2011, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9371, predictive_accuracy: 0.9352, prior_entropy: 0.863, recall: 0.9352, relative_absolute_error: 0.4927, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2582, root_relative_squared_error: 0.5715, scimark_benchmark: 1268.5961, usercpu_time_millis: 733.478, usercpu_time_millis_testing: 55.145, usercpu_time_millis_training: 678.333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9497, kappa: 0.8766, kb_relative_information_score: 27005.0798, mean_absolute_error: 0.093, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9497, predictive_accuracy: 0.9498, prior_entropy: 0.863, recall: 0.9498, relative_absolute_error: 0.2279, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1978, root_relative_squared_error: 0.4378, scimark_benchmark: 1231.7452, usercpu_time_millis: 6822.044, usercpu_time_millis_testing: 89.587, usercpu_time_millis_training: 6732.457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9469, kappa: 0.8696, kb_relative_information_score: 27896.362, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9468, predictive_accuracy: 0.947, prior_entropy: 0.863, recall: 0.947, relative_absolute_error: 0.1951, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1962, root_relative_squared_error: 0.4343, scimark_benchmark: 1251.172, usercpu_time_millis: 8985.63, usercpu_time_millis_testing: 0.831, usercpu_time_millis_training: 8984.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9667, kappa: 0.9184, kb_relative_information_score: 29347.2105, mean_absolute_error: 0.065, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9667, predictive_accuracy: 0.9668, prior_entropy: 0.863, recall: 0.9668, relative_absolute_error: 0.1594, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1614, root_relative_squared_error: 0.3574, scimark_benchmark: 1291.1032, usercpu_time_millis: 2192.587, usercpu_time_millis_testing: 51.016, usercpu_time_millis_training: 2141.571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9577, kappa: 0.8959, kb_relative_information_score: 27601.3686, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9577, predictive_accuracy: 0.9579, prior_entropy: 0.863, recall: 0.9579, relative_absolute_error: 0.2158, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1832, root_relative_squared_error: 0.4056, scimark_benchmark: 1271.0854, usercpu_time_millis: 168.823, usercpu_time_millis_testing: 11.008, usercpu_time_millis_training: 157.815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9625, kappa: 0.9077, kb_relative_information_score: 28299.4562, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9625, predictive_accuracy: 0.9626, prior_entropy: 0.863, recall: 0.9626, relative_absolute_error: 0.1955, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1718, root_relative_squared_error: 0.3802, scimark_benchmark: 1262.5902, usercpu_time_millis: 144.032, usercpu_time_millis_testing: 8.188, usercpu_time_millis_training: 135.844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9603, kappa: 0.9024, kb_relative_information_score: 27837.1998, mean_absolute_error: 0.0855, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9603, predictive_accuracy: 0.9605, prior_entropy: 0.863, recall: 0.9605, relative_absolute_error: 0.2096, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.3945, scimark_benchmark: 1290.1078, usercpu_time_millis: 3659.729, usercpu_time_millis_testing: 104.103, usercpu_time_millis_training: 3555.626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9499, kappa: 0.877, kb_relative_information_score: 26841.2342, mean_absolute_error: 0.0955, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9499, predictive_accuracy: 0.9501, prior_entropy: 0.863, recall: 0.9501, relative_absolute_error: 0.2341, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1983, root_relative_squared_error: 0.439, scimark_benchmark: 1277.0879, usercpu_time_millis: 1500.804, usercpu_time_millis_testing: 23.192, usercpu_time_millis_training: 1477.612,

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

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