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: 0.9879, f_measure: 0.9451, kappa: 0.864, kb_relative_information_score: 25502.9216, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9454, predictive_accuracy: 0.9457, prior_entropy: 0.863, recall: 0.9457, relative_absolute_error: 0.2829, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2074, root_relative_squared_error: 0.4591, scimark_benchmark: 1265.6335, usercpu_time_millis: 2297.113, usercpu_time_millis_testing: 70.837, usercpu_time_millis_training: 2226.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9315, kappa: 0.8282, kb_relative_information_score: 19420.7594, mean_absolute_error: 0.2022, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9354, predictive_accuracy: 0.9335, prior_entropy: 0.863, recall: 0.9335, relative_absolute_error: 0.4956, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2598, root_relative_squared_error: 0.5752, scimark_benchmark: 1270.7021, usercpu_time_millis: 307.922, usercpu_time_millis_testing: 21.99, usercpu_time_millis_training: 285.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9271, kappa: 0.8169, kb_relative_information_score: 18896.5254, mean_absolute_error: 0.2087, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9318, predictive_accuracy: 0.9295, prior_entropy: 0.863, recall: 0.9295, relative_absolute_error: 0.5114, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2656, root_relative_squared_error: 0.5881, scimark_benchmark: 1269.0611, usercpu_time_millis: 1174.668, usercpu_time_millis_testing: 84.447, usercpu_time_millis_training: 1090.221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9235, kappa: 0.8078, kb_relative_information_score: 18533.8864, mean_absolute_error: 0.213, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9287, predictive_accuracy: 0.9262, prior_entropy: 0.863, recall: 0.9262, relative_absolute_error: 0.5218, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2696, root_relative_squared_error: 0.5968, scimark_benchmark: 1254.9737, usercpu_time_millis: 853.878, usercpu_time_millis_testing: 76.026, usercpu_time_millis_training: 777.852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9646, kappa: 0.9131, kb_relative_information_score: 28583.8009, mean_absolute_error: 0.076, 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: 0.1863, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1683, root_relative_squared_error: 0.3725, scimark_benchmark: 1270.2818, usercpu_time_millis: 1459.158, usercpu_time_millis_testing: 71.935, usercpu_time_millis_training: 1387.223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9618, kappa: 0.906, kb_relative_information_score: 28327.7239, mean_absolute_error: 0.0785, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9617, predictive_accuracy: 0.9619, prior_entropy: 0.863, recall: 0.9619, relative_absolute_error: 0.1924, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1744, root_relative_squared_error: 0.3861, scimark_benchmark: 1258.6133, usercpu_time_millis: 669.21, usercpu_time_millis_testing: 30.008, usercpu_time_millis_training: 639.202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9473, kappa: 0.8693, kb_relative_information_score: 24206.4361, mean_absolute_error: 0.1352, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9478, predictive_accuracy: 0.9479, prior_entropy: 0.863, recall: 0.9479, relative_absolute_error: 0.3314, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.4771, scimark_benchmark: 1277.5415, usercpu_time_millis: 1141.308, usercpu_time_millis_testing: 58.599, usercpu_time_millis_training: 1082.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9524, kappa: 0.8824, kb_relative_information_score: 25958.2366, mean_absolute_error: 0.1112, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9525, predictive_accuracy: 0.9528, prior_entropy: 0.863, recall: 0.9528, relative_absolute_error: 0.2724, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1984, root_relative_squared_error: 0.4392, scimark_benchmark: 1272.5208, usercpu_time_millis: 1432.483, usercpu_time_millis_testing: 92.018, usercpu_time_millis_training: 1340.465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9555, kappa: 0.8901, kb_relative_information_score: 26192.7616, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9557, predictive_accuracy: 0.9559, prior_entropy: 0.863, recall: 0.9559, relative_absolute_error: 0.2671, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.428, scimark_benchmark: 1277.8964, usercpu_time_millis: 985.087, usercpu_time_millis_testing: 76.624, usercpu_time_millis_training: 908.463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9634, kappa: 0.9101, kb_relative_information_score: 28596.632, mean_absolute_error: 0.0753, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9634, predictive_accuracy: 0.9635, prior_entropy: 0.863, recall: 0.9635, relative_absolute_error: 0.1844, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.17, root_relative_squared_error: 0.3765, scimark_benchmark: 1248.5061, usercpu_time_millis: 358.505, usercpu_time_millis_testing: 18.365, usercpu_time_millis_training: 340.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9393, kappa: 0.849, kb_relative_information_score: 21276.448, mean_absolute_error: 0.1742, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9406, predictive_accuracy: 0.9404, prior_entropy: 0.863, recall: 0.9404, relative_absolute_error: 0.4268, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2441, root_relative_squared_error: 0.5404, scimark_benchmark: 1255.0759, usercpu_time_millis: 387.269, usercpu_time_millis_testing: 30.581, usercpu_time_millis_training: 356.688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9406, kappa: 0.8529, kb_relative_information_score: 24985.9233, mean_absolute_error: 0.1218, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9411, predictive_accuracy: 0.9414, prior_entropy: 0.863, recall: 0.9414, relative_absolute_error: 0.2986, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2143, root_relative_squared_error: 0.4743, scimark_benchmark: 1262.1729, usercpu_time_millis: 731.628, usercpu_time_millis_testing: 33.78, usercpu_time_millis_training: 697.848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9501, kappa: 0.8766, kb_relative_information_score: 25471.8823, mean_absolute_error: 0.1176, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9504, predictive_accuracy: 0.9506, prior_entropy: 0.863, recall: 0.9506, relative_absolute_error: 0.2882, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2039, root_relative_squared_error: 0.4513, scimark_benchmark: 1255.8598, usercpu_time_millis: 494.841, usercpu_time_millis_testing: 31.54, usercpu_time_millis_training: 463.301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.948, kappa: 0.8714, kb_relative_information_score: 26034.3615, mean_absolute_error: 0.108, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9481, predictive_accuracy: 0.9484, prior_entropy: 0.863, recall: 0.9484, relative_absolute_error: 0.2647, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2025, root_relative_squared_error: 0.4483, scimark_benchmark: 1258.5129, usercpu_time_millis: 1416.831, usercpu_time_millis_testing: 51.302, usercpu_time_millis_training: 1365.529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.959, kappa: 0.899, kb_relative_information_score: 27273.9003, mean_absolute_error: 0.094, 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: 0.2303, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1824, root_relative_squared_error: 0.4039, scimark_benchmark: 1264.5173, usercpu_time_millis: 1013.085, usercpu_time_millis_testing: 74.16, usercpu_time_millis_training: 938.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9601, kappa: 0.9016, kb_relative_information_score: 27564.4292, mean_absolute_error: 0.0896, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9601, predictive_accuracy: 0.9603, prior_entropy: 0.863, recall: 0.9603, relative_absolute_error: 0.2196, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1804, root_relative_squared_error: 0.3995, scimark_benchmark: 1267.4377, usercpu_time_millis: 2409.445, usercpu_time_millis_testing: 77.2, usercpu_time_millis_training: 2332.245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9623, kappa: 0.907, kb_relative_information_score: 27578.5198, mean_absolute_error: 0.0911, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9624, predictive_accuracy: 0.9625, prior_entropy: 0.863, recall: 0.9625, relative_absolute_error: 0.2231, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.3902, scimark_benchmark: 1274.9655, usercpu_time_millis: 868.462, usercpu_time_millis_testing: 41.355, usercpu_time_millis_training: 827.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9451, kappa: 0.8637, kb_relative_information_score: 22870.5231, mean_absolute_error: 0.1538, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.946, predictive_accuracy: 0.9459, prior_entropy: 0.863, recall: 0.9459, relative_absolute_error: 0.3769, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2276, root_relative_squared_error: 0.5039, scimark_benchmark: 1282.636, usercpu_time_millis: 495.205, usercpu_time_millis_testing: 29.178, usercpu_time_millis_training: 466.027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9502, kappa: 0.8765, kb_relative_information_score: 24105.7323, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9507, predictive_accuracy: 0.9508, prior_entropy: 0.863, recall: 0.9508, relative_absolute_error: 0.3382, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2137, root_relative_squared_error: 0.4732, scimark_benchmark: 1277.9746, usercpu_time_millis: 1403.946, usercpu_time_millis_testing: 93.242, usercpu_time_millis_training: 1310.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9595, kappa: 0.9, kb_relative_information_score: 26354.9034, mean_absolute_error: 0.1086, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9598, predictive_accuracy: 0.9599, prior_entropy: 0.863, recall: 0.9599, relative_absolute_error: 0.2661, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1881, root_relative_squared_error: 0.4164, scimark_benchmark: 1268.7171, usercpu_time_millis: 70.266, usercpu_time_millis_testing: 4.369, usercpu_time_millis_training: 65.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.926, kappa: 0.814, kb_relative_information_score: 18780.534, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9308, predictive_accuracy: 0.9284, prior_entropy: 0.863, recall: 0.9284, relative_absolute_error: 0.5149, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2669, root_relative_squared_error: 0.5908, scimark_benchmark: 1269.3875, usercpu_time_millis: 875.863, usercpu_time_millis_testing: 63.47, usercpu_time_millis_training: 812.393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9455, kappa: 0.8652, kb_relative_information_score: 25087.7577, mean_absolute_error: 0.1221, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9459, predictive_accuracy: 0.9461, prior_entropy: 0.863, recall: 0.9461, relative_absolute_error: 0.2993, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.464, scimark_benchmark: 1262.5775, usercpu_time_millis: 1308.144, usercpu_time_millis_testing: 78.594, usercpu_time_millis_training: 1229.55,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9649, kappa: 0.9137, kb_relative_information_score: 28387.3597, mean_absolute_error: 0.0795, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9649, predictive_accuracy: 0.9651, prior_entropy: 0.863, recall: 0.9651, relative_absolute_error: 0.1948, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1683, root_relative_squared_error: 0.3725, scimark_benchmark: 1268.67, usercpu_time_millis: 993.015, usercpu_time_millis_testing: 49.557, usercpu_time_millis_training: 943.458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9612, kappa: 0.9046, kb_relative_information_score: 28419.9074, mean_absolute_error: 0.0771, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9611, predictive_accuracy: 0.9613, prior_entropy: 0.863, recall: 0.9613, relative_absolute_error: 0.189, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1741, root_relative_squared_error: 0.3855, scimark_benchmark: 1262.0113, usercpu_time_millis: 103.878, usercpu_time_millis_testing: 6.246, usercpu_time_millis_training: 97.632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.9013, kappa: 0.7501, kb_relative_information_score: 16309.3969, mean_absolute_error: 0.2378, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9104, predictive_accuracy: 0.906, prior_entropy: 0.863, recall: 0.906, relative_absolute_error: 0.5826, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2929, root_relative_squared_error: 0.6485, scimark_benchmark: 1267.3919, usercpu_time_millis: 277.369, usercpu_time_millis_testing: 19.187, usercpu_time_millis_training: 258.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9137, kappa: 0.7824, kb_relative_information_score: 17644.6187, mean_absolute_error: 0.2225, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9205, predictive_accuracy: 0.9172, prior_entropy: 0.863, recall: 0.9172, relative_absolute_error: 0.5452, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2794, root_relative_squared_error: 0.6184, scimark_benchmark: 1265.4887, usercpu_time_millis: 1034.234, usercpu_time_millis_testing: 76.545, usercpu_time_millis_training: 957.689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9535, kappa: 0.8854, kb_relative_information_score: 26905.6476, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9535, predictive_accuracy: 0.9537, prior_entropy: 0.863, recall: 0.9537, relative_absolute_error: 0.2369, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.192, root_relative_squared_error: 0.4251, scimark_benchmark: 1279.9046, usercpu_time_millis: 2823.773, usercpu_time_millis_testing: 86.742, usercpu_time_millis_training: 2737.031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9548, kappa: 0.888, kb_relative_information_score: 25138.6615, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9552, predictive_accuracy: 0.9553, prior_entropy: 0.863, recall: 0.9553, relative_absolute_error: 0.3058, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2016, root_relative_squared_error: 0.4464, scimark_benchmark: 1272.1232, usercpu_time_millis: 1185.314, usercpu_time_millis_testing: 67.336, usercpu_time_millis_training: 1117.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9565, kappa: 0.8925, kb_relative_information_score: 25492.9338, mean_absolute_error: 0.1203, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9569, predictive_accuracy: 0.957, prior_entropy: 0.863, recall: 0.957, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1974, root_relative_squared_error: 0.437, scimark_benchmark: 1271.5378, usercpu_time_millis: 1360.631, usercpu_time_millis_testing: 71.93, usercpu_time_millis_training: 1288.701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9755, f_measure: 0.8923, kappa: 0.7266, kb_relative_information_score: 15568.0061, mean_absolute_error: 0.2462, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9033, predictive_accuracy: 0.898, prior_entropy: 0.863, recall: 0.898, relative_absolute_error: 0.6034, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3003, root_relative_squared_error: 0.6649, scimark_benchmark: 1274.3415, usercpu_time_millis: 279.439, usercpu_time_millis_testing: 25.126, usercpu_time_millis_training: 254.313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9647, kappa: 0.9135, kb_relative_information_score: 30025.5492, mean_absolute_error: 0.0538, 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: 0.1318, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1644, root_relative_squared_error: 0.3639, scimark_benchmark: 1282.1343, usercpu_time_millis: 2819.904, usercpu_time_millis_testing: 10.174, usercpu_time_millis_training: 2809.73,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9633, kappa: 0.9099, kb_relative_information_score: 28337.7808, mean_absolute_error: 0.0792, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9633, predictive_accuracy: 0.9635, prior_entropy: 0.863, recall: 0.9635, relative_absolute_error: 0.1941, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1716, root_relative_squared_error: 0.3799, scimark_benchmark: 1272.7099, usercpu_time_millis: 1032.329, usercpu_time_millis_testing: 56.94, usercpu_time_millis_training: 975.389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9413, kappa: 0.8543, kb_relative_information_score: 23458.2103, mean_absolute_error: 0.1443, 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: 0.3536, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2249, root_relative_squared_error: 0.4979, scimark_benchmark: 1276.1608, usercpu_time_millis: 1538.955, usercpu_time_millis_testing: 90.5, usercpu_time_millis_training: 1448.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9589, kappa: 0.8987, kb_relative_information_score: 27533.2549, mean_absolute_error: 0.0895, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9589, predictive_accuracy: 0.9591, prior_entropy: 0.863, recall: 0.9591, relative_absolute_error: 0.2193, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1821, root_relative_squared_error: 0.4032, scimark_benchmark: 1275.8931, usercpu_time_millis: 3686.92, usercpu_time_millis_testing: 114.364, usercpu_time_millis_training: 3572.556,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9308, kappa: 0.8263, kb_relative_information_score: 19189.6586, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9352, predictive_accuracy: 0.9329, prior_entropy: 0.863, recall: 0.9329, relative_absolute_error: 0.5041, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.5803, scimark_benchmark: 1275.6773, usercpu_time_millis: 838.881, usercpu_time_millis_testing: 58.995, usercpu_time_millis_training: 779.886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9308, kappa: 0.8275, kb_relative_information_score: 19567.8139, mean_absolute_error: 0.1954, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9326, predictive_accuracy: 0.9323, prior_entropy: 0.863, recall: 0.9323, relative_absolute_error: 0.4788, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2613, root_relative_squared_error: 0.5785, scimark_benchmark: 1277.0451, usercpu_time_millis: 101.965, usercpu_time_millis_testing: 6.582, usercpu_time_millis_training: 95.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9609, kappa: 0.9035, kb_relative_information_score: 27366.5765, mean_absolute_error: 0.0934, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.961, predictive_accuracy: 0.9611, prior_entropy: 0.863, recall: 0.9611, relative_absolute_error: 0.2289, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1795, root_relative_squared_error: 0.3974, scimark_benchmark: 1277.9226, usercpu_time_millis: 132.586, usercpu_time_millis_testing: 8.007, usercpu_time_millis_training: 124.579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9653, kappa: 0.9147, kb_relative_information_score: 28620.0347, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9653, predictive_accuracy: 0.9654, prior_entropy: 0.863, recall: 0.9654, relative_absolute_error: 0.1857, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1673, root_relative_squared_error: 0.3704, scimark_benchmark: 1272.3769, usercpu_time_millis: 254.049, usercpu_time_millis_testing: 9.381, usercpu_time_millis_training: 244.668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.963, kappa: 0.909, kb_relative_information_score: 28463.6841, mean_absolute_error: 0.077, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9629, predictive_accuracy: 0.9631, prior_entropy: 0.863, recall: 0.9631, relative_absolute_error: 0.1887, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1717, root_relative_squared_error: 0.3801, scimark_benchmark: 1269.0019, usercpu_time_millis: 2101.083, usercpu_time_millis_testing: 92.239, usercpu_time_millis_training: 2008.844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9547, kappa: 0.888, kb_relative_information_score: 26278.7208, mean_absolute_error: 0.1071, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9548, predictive_accuracy: 0.955, prior_entropy: 0.863, recall: 0.955, relative_absolute_error: 0.2625, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1944, root_relative_squared_error: 0.4304, scimark_benchmark: 1274.6415, usercpu_time_millis: 1236.945, usercpu_time_millis_testing: 55.102, usercpu_time_millis_training: 1181.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9432, kappa: 0.859, kb_relative_information_score: 23185.2757, mean_absolute_error: 0.1487, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9438, predictive_accuracy: 0.9439, prior_entropy: 0.863, recall: 0.9439, relative_absolute_error: 0.3643, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2262, root_relative_squared_error: 0.5009, scimark_benchmark: 1270.5674, usercpu_time_millis: 562.223, usercpu_time_millis_testing: 27.821, usercpu_time_millis_training: 534.402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9431, kappa: 0.8592, kb_relative_information_score: 25444.9194, mean_absolute_error: 0.1156, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9434, predictive_accuracy: 0.9437, prior_entropy: 0.863, recall: 0.9437, relative_absolute_error: 0.2833, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.4644, scimark_benchmark: 1271.1879, usercpu_time_millis: 173.021, usercpu_time_millis_testing: 8.112, usercpu_time_millis_training: 164.909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9386, kappa: 0.8476, kb_relative_information_score: 24156.5592, mean_absolute_error: 0.1335, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9393, predictive_accuracy: 0.9395, prior_entropy: 0.863, recall: 0.9395, relative_absolute_error: 0.3271, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2215, root_relative_squared_error: 0.4904, scimark_benchmark: 1276.2548, usercpu_time_millis: 912.163, usercpu_time_millis_testing: 41.953, usercpu_time_millis_training: 870.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9494, kappa: 0.8751, kb_relative_information_score: 26370.7908, mean_absolute_error: 0.1027, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9494, predictive_accuracy: 0.9497, prior_entropy: 0.863, recall: 0.9497, relative_absolute_error: 0.2517, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2012, root_relative_squared_error: 0.4454, scimark_benchmark: 1271.0506, usercpu_time_millis: 52.969, usercpu_time_millis_testing: 4.82, usercpu_time_millis_training: 48.149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9388, kappa: 0.8476, kb_relative_information_score: 21143.7478, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9401, predictive_accuracy: 0.9399, prior_entropy: 0.863, recall: 0.9399, relative_absolute_error: 0.4311, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2454, root_relative_squared_error: 0.5433, scimark_benchmark: 1276.1029, usercpu_time_millis: 589.458, usercpu_time_millis_testing: 38.778, usercpu_time_millis_training: 550.68,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.9275, kappa: 0.8193, kb_relative_information_score: 18856.886, mean_absolute_error: 0.2033, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9289, predictive_accuracy: 0.9289, prior_entropy: 0.863, recall: 0.9289, relative_absolute_error: 0.4982, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2686, root_relative_squared_error: 0.5947, scimark_benchmark: 1268.3203, usercpu_time_millis: 606.39, usercpu_time_millis_testing: 51.075, usercpu_time_millis_training: 555.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9667, kappa: 0.9182, kb_relative_information_score: 28730.5252, mean_absolute_error: 0.0749, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9667, predictive_accuracy: 0.9669, prior_entropy: 0.863, recall: 0.9669, relative_absolute_error: 0.1835, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1638, root_relative_squared_error: 0.3627, scimark_benchmark: 1274.3105, usercpu_time_millis: 1412.018, usercpu_time_millis_testing: 52.405, usercpu_time_millis_training: 1359.613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9335, kappa: 0.8345, kb_relative_information_score: 20664.0656, mean_absolute_error: 0.1809, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9346, predictive_accuracy: 0.9347, prior_entropy: 0.863, recall: 0.9347, relative_absolute_error: 0.4433, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2508, root_relative_squared_error: 0.5553, scimark_benchmark: 1265.7862, usercpu_time_millis: 305.919, usercpu_time_millis_testing: 24.312, usercpu_time_millis_training: 281.607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9565, kappa: 0.8927, kb_relative_information_score: 26667.5517, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9566, predictive_accuracy: 0.9568, prior_entropy: 0.863, recall: 0.9568, relative_absolute_error: 0.2497, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.4208, scimark_benchmark: 1277.7797, usercpu_time_millis: 230.652, usercpu_time_millis_testing: 12.176, usercpu_time_millis_training: 218.476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9688, kappa: 0.9235, kb_relative_information_score: 29623.5734, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9688, predictive_accuracy: 0.9689, prior_entropy: 0.863, recall: 0.9689, relative_absolute_error: 0.151, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1567, root_relative_squared_error: 0.347, scimark_benchmark: 1270.5997, usercpu_time_millis: 180.62, usercpu_time_millis_testing: 6.262, usercpu_time_millis_training: 174.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9321, kappa: 0.8297, kb_relative_information_score: 19406.4371, mean_absolute_error: 0.2028, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9361, predictive_accuracy: 0.9341, prior_entropy: 0.863, recall: 0.9341, relative_absolute_error: 0.4969, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2599, root_relative_squared_error: 0.5754, scimark_benchmark: 1275.9748, usercpu_time_millis: 1167.35, usercpu_time_millis_testing: 84.305, usercpu_time_millis_training: 1083.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9382, kappa: 0.8466, kb_relative_information_score: 24083.6799, mean_absolute_error: 0.1341, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9388, predictive_accuracy: 0.9391, prior_entropy: 0.863, recall: 0.9391, relative_absolute_error: 0.3287, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.4933, scimark_benchmark: 1277.1599, usercpu_time_millis: 122.884, usercpu_time_millis_testing: 5.173, usercpu_time_millis_training: 117.711,
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: 0.9791, f_measure: 0.9042, kappa: 0.7576, kb_relative_information_score: 16716.0874, mean_absolute_error: 0.2332, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.913, predictive_accuracy: 0.9086, prior_entropy: 0.863, recall: 0.9086, relative_absolute_error: 0.5715, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2889, root_relative_squared_error: 0.6396, scimark_benchmark: 1255.7885, usercpu_time_millis: 577.029, usercpu_time_millis_testing: 49.152, usercpu_time_millis_training: 527.877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9533, kappa: 0.8848, kb_relative_information_score: 26419.3402, mean_absolute_error: 0.1043, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9534, predictive_accuracy: 0.9537, prior_entropy: 0.863, recall: 0.9537, relative_absolute_error: 0.2555, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.4313, scimark_benchmark: 1271.7021, usercpu_time_millis: 115.157, usercpu_time_millis_testing: 5.13, usercpu_time_millis_training: 110.027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9654, kappa: 0.9148, kb_relative_information_score: 28446.7695, mean_absolute_error: 0.0787, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9654, predictive_accuracy: 0.9655, prior_entropy: 0.863, recall: 0.9655, relative_absolute_error: 0.1928, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1674, root_relative_squared_error: 0.3706, scimark_benchmark: 1262.5084, usercpu_time_millis: 845.069, usercpu_time_millis_testing: 43.084, usercpu_time_millis_training: 801.985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9548, kappa: 0.8886, kb_relative_information_score: 26696.2943, mean_absolute_error: 0.1009, 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: 0.2473, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1912, root_relative_squared_error: 0.4232, scimark_benchmark: 1282.8691, usercpu_time_millis: 1592.848, usercpu_time_millis_testing: 78.758, usercpu_time_millis_training: 1514.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9518, kappa: 0.881, kb_relative_information_score: 26363.1346, mean_absolute_error: 0.1047, 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: 0.2565, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.4347, scimark_benchmark: 1274.0477, usercpu_time_millis: 2445.963, usercpu_time_millis_testing: 106.231, usercpu_time_millis_training: 2339.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9525, kappa: 0.8823, kb_relative_information_score: 24640.8491, mean_absolute_error: 0.1312, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.953, predictive_accuracy: 0.953, prior_entropy: 0.863, recall: 0.953, relative_absolute_error: 0.3215, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2074, root_relative_squared_error: 0.4591, scimark_benchmark: 1272.1332, usercpu_time_millis: 825.479, usercpu_time_millis_testing: 62.303, usercpu_time_millis_training: 763.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.954, kappa: 0.8863, kb_relative_information_score: 26139.0162, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9541, predictive_accuracy: 0.9544, prior_entropy: 0.863, recall: 0.9544, relative_absolute_error: 0.267, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1959, root_relative_squared_error: 0.4337, scimark_benchmark: 1280.4019, usercpu_time_millis: 2411.241, usercpu_time_millis_testing: 100.405, usercpu_time_millis_training: 2310.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.9172, kappa: 0.7914, kb_relative_information_score: 18004.2603, mean_absolute_error: 0.2183, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9233, predictive_accuracy: 0.9203, prior_entropy: 0.863, recall: 0.9203, relative_absolute_error: 0.535, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2756, root_relative_squared_error: 0.61, scimark_benchmark: 1262.3541, usercpu_time_millis: 798.542, usercpu_time_millis_testing: 59.942, usercpu_time_millis_training: 738.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9686, kappa: 0.9228, kb_relative_information_score: 29422.3504, mean_absolute_error: 0.0648, 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: 0.1588, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1575, root_relative_squared_error: 0.3486, scimark_benchmark: 1272.5044, usercpu_time_millis: 1507.674, usercpu_time_millis_testing: 45.381, usercpu_time_millis_training: 1462.293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9468, kappa: 0.8686, kb_relative_information_score: 25865.9879, mean_absolute_error: 0.1102, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.947, predictive_accuracy: 0.9473, prior_entropy: 0.863, recall: 0.9473, relative_absolute_error: 0.27, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.4527, scimark_benchmark: 1269.8627, usercpu_time_millis: 1500.66, usercpu_time_millis_testing: 41.979, usercpu_time_millis_training: 1458.681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9459, kappa: 0.8667, kb_relative_information_score: 26765.7695, mean_absolute_error: 0.0978, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9459, predictive_accuracy: 0.9463, prior_entropy: 0.863, recall: 0.9463, relative_absolute_error: 0.2397, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2008, root_relative_squared_error: 0.4444, scimark_benchmark: 1277.0027, usercpu_time_millis: 3207.4, usercpu_time_millis_testing: 5.2, usercpu_time_millis_training: 3202.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9692, f_measure: 0.9105, kappa: 0.778, kb_relative_information_score: 20516.6966, mean_absolute_error: 0.1787, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9105, predictive_accuracy: 0.9116, prior_entropy: 0.863, recall: 0.9116, relative_absolute_error: 0.438, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2593, root_relative_squared_error: 0.574, scimark_benchmark: 1285.9748, usercpu_time_millis: 10066.038, usercpu_time_millis_testing: 1.023, usercpu_time_millis_training: 10065.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9465, kappa: 0.8685, kb_relative_information_score: 27731.8588, mean_absolute_error: 0.0818, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9464, predictive_accuracy: 0.9466, prior_entropy: 0.863, recall: 0.9466, relative_absolute_error: 0.2006, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1979, root_relative_squared_error: 0.438, scimark_benchmark: 1286.8474, usercpu_time_millis: 10916.433, usercpu_time_millis_testing: 0.956, usercpu_time_millis_training: 10915.477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9518, kappa: 0.8805, kb_relative_information_score: 24469.5074, mean_absolute_error: 0.1335, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9523, predictive_accuracy: 0.9523, prior_entropy: 0.863, recall: 0.9523, relative_absolute_error: 0.3272, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2092, root_relative_squared_error: 0.463, scimark_benchmark: 1267.8433, usercpu_time_millis: 1505.553, usercpu_time_millis_testing: 104.978, usercpu_time_millis_training: 1400.575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9577, kappa: 0.8957, kb_relative_information_score: 27384.6703, mean_absolute_error: 0.0914, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9576, predictive_accuracy: 0.9579, prior_entropy: 0.863, recall: 0.9579, relative_absolute_error: 0.2239, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.184, root_relative_squared_error: 0.4073, scimark_benchmark: 1238.7987, usercpu_time_millis: 2289.92, usercpu_time_millis_testing: 87.665, usercpu_time_millis_training: 2202.255,

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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Use one of our APIs to download data from OpenML and upload your results

OpenML APIs