OpenML
Supervised Classification on mozilla4

Supervised Classification on mozilla4

Task 3899 Supervised Classification mozilla4 107074 runs submitted
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  • mythbusting_1 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9743, f_measure: 0.9437, kappa: 0.8703, kb_relative_information_score: 12482.8981, mean_absolute_error: 0.0933, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9476, predictive_accuracy: 0.9449, prior_entropy: 0.9135, recall: 0.9449, relative_absolute_error: 0.2113, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2106, root_relative_squared_error: 0.4483, scimark_benchmark: 1243.456, usercpu_time_millis: 302.78, usercpu_time_millis_testing: 8.59, usercpu_time_millis_training: 294.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.9407, kappa: 0.8631, kb_relative_information_score: 12323.7166, mean_absolute_error: 0.0986, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9461, predictive_accuracy: 0.9422, prior_entropy: 0.9135, recall: 0.9422, relative_absolute_error: 0.2235, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.4569, scimark_benchmark: 1257.1376, usercpu_time_millis: 113.259, usercpu_time_millis_testing: 5.677, usercpu_time_millis_training: 107.582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.9427, kappa: 0.868, kb_relative_information_score: 12406.8531, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9469, predictive_accuracy: 0.944, prior_entropy: 0.9135, recall: 0.944, relative_absolute_error: 0.2186, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.4438, scimark_benchmark: 1271.2986, usercpu_time_millis: 294.404, usercpu_time_millis_testing: 19.008, usercpu_time_millis_training: 275.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.9318, kappa: 0.8423, kb_relative_information_score: 11461.6233, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9395, predictive_accuracy: 0.9339, prior_entropy: 0.9135, recall: 0.9339, relative_absolute_error: 0.2903, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.4919, scimark_benchmark: 1258.7931, usercpu_time_millis: 54.619, usercpu_time_millis_testing: 3.731, usercpu_time_millis_training: 50.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9521, kappa: 0.89, kb_relative_information_score: 12962.2806, mean_absolute_error: 0.0785, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9543, predictive_accuracy: 0.9528, prior_entropy: 0.9135, recall: 0.9528, relative_absolute_error: 0.1779, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1908, root_relative_squared_error: 0.4061, scimark_benchmark: 1249.0117, usercpu_time_millis: 295.587, usercpu_time_millis_testing: 11.424, usercpu_time_millis_training: 284.163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9553, f_measure: 0.9322, kappa: 0.8432, kb_relative_information_score: 10771.4905, mean_absolute_error: 0.1538, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.3486, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2404, root_relative_squared_error: 0.5117, scimark_benchmark: 1247.9307, usercpu_time_millis: 131.384, usercpu_time_millis_testing: 10.112, usercpu_time_millis_training: 121.272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.9462, kappa: 0.8763, kb_relative_information_score: 12642.7071, mean_absolute_error: 0.0887, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9497, predictive_accuracy: 0.9473, prior_entropy: 0.9135, recall: 0.9473, relative_absolute_error: 0.2009, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2015, root_relative_squared_error: 0.429, scimark_benchmark: 1259.5603, usercpu_time_millis: 512.884, usercpu_time_millis_testing: 27.458, usercpu_time_millis_training: 485.426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.9328, kappa: 0.8445, kb_relative_information_score: 12078.9565, mean_absolute_error: 0.1066, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9405, predictive_accuracy: 0.9348, prior_entropy: 0.9135, recall: 0.9348, relative_absolute_error: 0.2415, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2227, root_relative_squared_error: 0.4742, scimark_benchmark: 1246.9877, usercpu_time_millis: 89.318, usercpu_time_millis_testing: 4.141, usercpu_time_millis_training: 85.177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, f_measure: 0.9325, kappa: 0.8439, kb_relative_information_score: 11945.7948, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9402, predictive_accuracy: 0.9346, prior_entropy: 0.9135, recall: 0.9346, relative_absolute_error: 0.2499, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.23, root_relative_squared_error: 0.4896, scimark_benchmark: 1262.4039, usercpu_time_millis: 139.851, usercpu_time_millis_testing: 9.353, usercpu_time_millis_training: 130.498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9524, kappa: 0.8907, kb_relative_information_score: 12980.2503, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9545, predictive_accuracy: 0.9531, prior_entropy: 0.9135, recall: 0.9531, relative_absolute_error: 0.1764, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.4056, scimark_benchmark: 1234.4158, usercpu_time_millis: 1300.108, usercpu_time_millis_testing: 40.433, usercpu_time_millis_training: 1259.675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.9435, kappa: 0.8698, kb_relative_information_score: 12433.7695, mean_absolute_error: 0.0951, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9474, predictive_accuracy: 0.9447, prior_entropy: 0.9135, recall: 0.9447, relative_absolute_error: 0.2156, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.21, root_relative_squared_error: 0.4471, scimark_benchmark: 1243.2613, usercpu_time_millis: 395.739, usercpu_time_millis_testing: 23.959, usercpu_time_millis_training: 371.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9645, f_measure: 0.9322, kappa: 0.8431, kb_relative_information_score: 11991.5865, mean_absolute_error: 0.1088, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9398, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2466, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2257, root_relative_squared_error: 0.4804, scimark_benchmark: 1263.0727, usercpu_time_millis: 63.267, usercpu_time_millis_testing: 4.453, usercpu_time_millis_training: 58.814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.9491, kappa: 0.8831, kb_relative_information_score: 12776.6983, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9521, predictive_accuracy: 0.9501, prior_entropy: 0.9135, recall: 0.9501, relative_absolute_error: 0.1918, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.196, root_relative_squared_error: 0.4173, scimark_benchmark: 1270.4896, usercpu_time_millis: 971.317, usercpu_time_millis_testing: 41.428, usercpu_time_millis_training: 929.889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9676, f_measure: 0.9328, kappa: 0.8446, kb_relative_information_score: 12118.7945, mean_absolute_error: 0.105, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9403, predictive_accuracy: 0.9348, prior_entropy: 0.9135, recall: 0.9348, relative_absolute_error: 0.2379, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2216, root_relative_squared_error: 0.4718, scimark_benchmark: 1251.5224, usercpu_time_millis: 184.358, usercpu_time_millis_testing: 12.173, usercpu_time_millis_training: 172.185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9714, f_measure: 0.9411, kappa: 0.8642, kb_relative_information_score: 12300.067, mean_absolute_error: 0.0991, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9459, predictive_accuracy: 0.9425, prior_entropy: 0.9135, recall: 0.9425, relative_absolute_error: 0.2247, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.216, root_relative_squared_error: 0.4598, scimark_benchmark: 1243.7354, usercpu_time_millis: 520.301, usercpu_time_millis_testing: 29.064, usercpu_time_millis_training: 491.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9584, f_measure: 0.9324, kappa: 0.8437, kb_relative_information_score: 11146.6922, mean_absolute_error: 0.1403, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9402, predictive_accuracy: 0.9345, prior_entropy: 0.9135, recall: 0.9345, relative_absolute_error: 0.3179, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2348, root_relative_squared_error: 0.4998, scimark_benchmark: 1250.6904, usercpu_time_millis: 229.426, usercpu_time_millis_testing: 16.614, usercpu_time_millis_training: 212.812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9689, f_measure: 0.935, kappa: 0.8498, kb_relative_information_score: 12169.4965, mean_absolute_error: 0.1035, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.942, predictive_accuracy: 0.9369, prior_entropy: 0.9135, recall: 0.9369, relative_absolute_error: 0.2345, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2199, root_relative_squared_error: 0.4682, scimark_benchmark: 1259.7749, usercpu_time_millis: 210.285, usercpu_time_millis_testing: 12.896, usercpu_time_millis_training: 197.389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9326, kappa: 0.8442, kb_relative_information_score: 11931.6556, mean_absolute_error: 0.1113, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9404, predictive_accuracy: 0.9347, prior_entropy: 0.9135, recall: 0.9347, relative_absolute_error: 0.2521, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.482, scimark_benchmark: 1242.3294, usercpu_time_millis: 132.764, usercpu_time_millis_testing: 7.246, usercpu_time_millis_training: 125.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9745, f_measure: 0.9414, kappa: 0.8647, kb_relative_information_score: 10529.8522, mean_absolute_error: 0.1665, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9466, predictive_accuracy: 0.9428, prior_entropy: 0.9135, recall: 0.9428, relative_absolute_error: 0.3773, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2298, root_relative_squared_error: 0.4892, scimark_benchmark: 1267.3255, usercpu_time_millis: 269.134, usercpu_time_millis_testing: 20.039, usercpu_time_millis_training: 249.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9652, f_measure: 0.9326, kappa: 0.8442, kb_relative_information_score: 12151.6724, mean_absolute_error: 0.1036, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9404, predictive_accuracy: 0.9347, prior_entropy: 0.9135, recall: 0.9347, relative_absolute_error: 0.2348, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.4752, scimark_benchmark: 1249.1443, usercpu_time_millis: 504.077, usercpu_time_millis_testing: 20.488, usercpu_time_millis_training: 483.589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.9457, kappa: 0.8751, kb_relative_information_score: 12700.4883, mean_absolute_error: 0.0864, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9488, predictive_accuracy: 0.9467, prior_entropy: 0.9135, recall: 0.9467, relative_absolute_error: 0.1958, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2023, root_relative_squared_error: 0.4307, scimark_benchmark: 1231.1422, usercpu_time_millis: 881.694, usercpu_time_millis_testing: 19.477, usercpu_time_millis_training: 862.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.9424, kappa: 0.8673, kb_relative_information_score: 12322.0773, mean_absolute_error: 0.0993, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.947, predictive_accuracy: 0.9438, prior_entropy: 0.9135, recall: 0.9438, relative_absolute_error: 0.2249, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.4494, scimark_benchmark: 1254.3624, usercpu_time_millis: 375.617, usercpu_time_millis_testing: 17.669, usercpu_time_millis_training: 357.948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9573, f_measure: 0.9323, kappa: 0.8434, kb_relative_information_score: 9499.9786, mean_absolute_error: 0.1984, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9344, prior_entropy: 0.9135, recall: 0.9344, relative_absolute_error: 0.4497, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2579, root_relative_squared_error: 0.549, scimark_benchmark: 1235.2475, usercpu_time_millis: 198.311, usercpu_time_millis_testing: 16.274, usercpu_time_millis_training: 182.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9326, kappa: 0.8442, kb_relative_information_score: 12061.9823, mean_absolute_error: 0.1062, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9404, predictive_accuracy: 0.9347, prior_entropy: 0.9135, recall: 0.9347, relative_absolute_error: 0.2406, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2265, root_relative_squared_error: 0.4822, scimark_benchmark: 1258.8538, usercpu_time_millis: 95.034, usercpu_time_millis_testing: 4.041, usercpu_time_millis_training: 90.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.9489, kappa: 0.8826, kb_relative_information_score: 12797.5837, mean_absolute_error: 0.0836, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9518, predictive_accuracy: 0.9498, prior_entropy: 0.9135, recall: 0.9498, relative_absolute_error: 0.1895, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1969, root_relative_squared_error: 0.4192, scimark_benchmark: 1258.0642, usercpu_time_millis: 257.291, usercpu_time_millis_testing: 9.058, usercpu_time_millis_training: 248.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.9427, kappa: 0.8678, kb_relative_information_score: 12336.773, mean_absolute_error: 0.0987, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9472, predictive_accuracy: 0.944, prior_entropy: 0.9135, recall: 0.944, relative_absolute_error: 0.2238, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.4486, scimark_benchmark: 1266.4963, usercpu_time_millis: 265.039, usercpu_time_millis_testing: 14.286, usercpu_time_millis_training: 250.753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.9336, kappa: 0.8464, kb_relative_information_score: 12187.3876, mean_absolute_error: 0.1026, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9409, predictive_accuracy: 0.9355, prior_entropy: 0.9135, recall: 0.9355, relative_absolute_error: 0.2325, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2208, root_relative_squared_error: 0.47, scimark_benchmark: 1238.2945, usercpu_time_millis: 447.667, usercpu_time_millis_testing: 24.452, usercpu_time_millis_training: 423.215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.9503, kappa: 0.8858, kb_relative_information_score: 12825.9683, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9531, predictive_accuracy: 0.9512, prior_entropy: 0.9135, recall: 0.9512, relative_absolute_error: 0.1882, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1943, root_relative_squared_error: 0.4136, scimark_benchmark: 1263.9999, usercpu_time_millis: 396.171, usercpu_time_millis_testing: 18.925, usercpu_time_millis_training: 377.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9521, kappa: 0.89, kb_relative_information_score: 12970.0484, mean_absolute_error: 0.0782, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9543, predictive_accuracy: 0.9528, prior_entropy: 0.9135, recall: 0.9528, relative_absolute_error: 0.1772, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1907, root_relative_squared_error: 0.406, scimark_benchmark: 1263.0497, usercpu_time_millis: 879.843, usercpu_time_millis_testing: 30.063, usercpu_time_millis_training: 849.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9671, f_measure: 0.9337, kappa: 0.8467, kb_relative_information_score: 12111.9236, mean_absolute_error: 0.1053, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.941, predictive_accuracy: 0.9357, prior_entropy: 0.9135, recall: 0.9357, relative_absolute_error: 0.2386, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2218, root_relative_squared_error: 0.4723, scimark_benchmark: 1250.6473, usercpu_time_millis: 11.513, usercpu_time_millis_testing: 0.726, usercpu_time_millis_training: 10.787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9402, kappa: 0.862, kb_relative_information_score: 10439.4731, mean_absolute_error: 0.1691, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9457, predictive_accuracy: 0.9417, prior_entropy: 0.9135, recall: 0.9417, relative_absolute_error: 0.3832, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4959, scimark_benchmark: 1263.4358, usercpu_time_millis: 192.212, usercpu_time_millis_testing: 15.682, usercpu_time_millis_training: 176.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9696, f_measure: 0.9379, kappa: 0.8565, kb_relative_information_score: 12224.0572, mean_absolute_error: 0.1017, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.944, predictive_accuracy: 0.9395, prior_entropy: 0.9135, recall: 0.9395, relative_absolute_error: 0.2305, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2185, root_relative_squared_error: 0.4653, scimark_benchmark: 1246.6882, usercpu_time_millis: 304.059, usercpu_time_millis_testing: 13.387, usercpu_time_millis_training: 290.672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9467, kappa: 0.8773, kb_relative_information_score: 12719.9054, mean_absolute_error: 0.0861, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.95, predictive_accuracy: 0.9477, prior_entropy: 0.9135, recall: 0.9477, relative_absolute_error: 0.1952, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1995, root_relative_squared_error: 0.4247, scimark_benchmark: 1223.6775, usercpu_time_millis: 704.247, usercpu_time_millis_testing: 32.372, usercpu_time_millis_training: 671.875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9515, kappa: 0.8886, kb_relative_information_score: 12909.726, mean_absolute_error: 0.0802, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.954, predictive_accuracy: 0.9523, prior_entropy: 0.9135, recall: 0.9523, relative_absolute_error: 0.1818, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1925, root_relative_squared_error: 0.4098, scimark_benchmark: 1262.3062, usercpu_time_millis: 656.605, usercpu_time_millis_testing: 25.906, usercpu_time_millis_training: 630.699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9637, f_measure: 0.9325, kappa: 0.8439, kb_relative_information_score: 11960.0426, mean_absolute_error: 0.1102, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9402, predictive_accuracy: 0.9346, prior_entropy: 0.9135, recall: 0.9346, relative_absolute_error: 0.2498, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.226, root_relative_squared_error: 0.4812, scimark_benchmark: 1229.3182, usercpu_time_millis: 140.715, usercpu_time_millis_testing: 9.227, usercpu_time_millis_training: 131.488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9684, f_measure: 0.9406, kappa: 0.8637, kb_relative_information_score: 12413.2179, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9425, predictive_accuracy: 0.9415, prior_entropy: 0.9135, recall: 0.9415, relative_absolute_error: 0.2131, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2168, root_relative_squared_error: 0.4617, scimark_benchmark: 1262.3056, usercpu_time_millis: 490.257, usercpu_time_millis_testing: 13.832, usercpu_time_millis_training: 476.425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.964, f_measure: 0.9337, kappa: 0.8466, kb_relative_information_score: 10039.2425, mean_absolute_error: 0.1808, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9407, predictive_accuracy: 0.9356, prior_entropy: 0.9135, recall: 0.9356, relative_absolute_error: 0.4098, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.245, root_relative_squared_error: 0.5216, scimark_benchmark: 1263.1231, usercpu_time_millis: 104.811, usercpu_time_millis_testing: 9.158, usercpu_time_millis_training: 95.653,
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: 0.983, f_measure: 0.9533, kappa: 0.8928, kb_relative_information_score: 13025.641, mean_absolute_error: 0.0762, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9551, predictive_accuracy: 0.9539, prior_entropy: 0.9135, recall: 0.9539, relative_absolute_error: 0.1726, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1898, root_relative_squared_error: 0.4041, scimark_benchmark: 1229.1142, usercpu_time_millis: 59.693, usercpu_time_millis_testing: 2.894, usercpu_time_millis_training: 56.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.9453, kappa: 0.8741, kb_relative_information_score: 12586.0557, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9489, predictive_accuracy: 0.9464, prior_entropy: 0.9135, recall: 0.9464, relative_absolute_error: 0.2051, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2036, root_relative_squared_error: 0.4335, scimark_benchmark: 1264.5812, usercpu_time_millis: 339.78, usercpu_time_millis_testing: 22.583, usercpu_time_millis_training: 317.197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9443, kappa: 0.8719, kb_relative_information_score: 12521.3426, mean_absolute_error: 0.0928, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9482, predictive_accuracy: 0.9455, prior_entropy: 0.9135, recall: 0.9455, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2046, root_relative_squared_error: 0.4357, scimark_benchmark: 1235.7857, usercpu_time_millis: 629.448, usercpu_time_millis_testing: 38.907, usercpu_time_millis_training: 590.541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.9371, kappa: 0.8548, kb_relative_information_score: 10219.3408, mean_absolute_error: 0.1757, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9432, predictive_accuracy: 0.9388, prior_entropy: 0.9135, recall: 0.9388, relative_absolute_error: 0.3982, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2396, root_relative_squared_error: 0.5101, scimark_benchmark: 1258.5801, usercpu_time_millis: 18.434, usercpu_time_millis_testing: 1.537, usercpu_time_millis_training: 16.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9556, f_measure: 0.9324, kappa: 0.8436, kb_relative_information_score: 9397.6484, mean_absolute_error: 0.2018, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9401, predictive_accuracy: 0.9344, prior_entropy: 0.9135, recall: 0.9344, relative_absolute_error: 0.4572, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2606, root_relative_squared_error: 0.5547, scimark_benchmark: 1233.8284, usercpu_time_millis: 21.148, usercpu_time_millis_testing: 1.768, usercpu_time_millis_training: 19.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.9439, kappa: 0.8708, kb_relative_information_score: 12583.4458, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9477, predictive_accuracy: 0.9451, prior_entropy: 0.9135, recall: 0.9451, relative_absolute_error: 0.2046, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2054, root_relative_squared_error: 0.4373, scimark_benchmark: 1260.3462, usercpu_time_millis: 79.523, usercpu_time_millis_testing: 2.598, usercpu_time_millis_training: 76.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9818, f_measure: 0.9503, kappa: 0.8859, kb_relative_information_score: 12853.3951, mean_absolute_error: 0.0818, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9529, predictive_accuracy: 0.9512, prior_entropy: 0.9135, recall: 0.9512, relative_absolute_error: 0.1854, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.195, root_relative_squared_error: 0.4151, scimark_benchmark: 1240.5417, usercpu_time_millis: 370.094, usercpu_time_millis_testing: 11.477, usercpu_time_millis_training: 358.617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9669, f_measure: 0.9366, kappa: 0.8535, kb_relative_information_score: 10243.1069, mean_absolute_error: 0.1745, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9429, predictive_accuracy: 0.9383, prior_entropy: 0.9135, recall: 0.9383, relative_absolute_error: 0.3954, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2397, root_relative_squared_error: 0.5103, scimark_benchmark: 1242.9202, usercpu_time_millis: 35.88, usercpu_time_millis_testing: 2.676, usercpu_time_millis_training: 33.204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.9444, kappa: 0.8719, kb_relative_information_score: 12544.4968, mean_absolute_error: 0.0914, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9481, predictive_accuracy: 0.9455, prior_entropy: 0.9135, recall: 0.9455, relative_absolute_error: 0.2071, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2074, root_relative_squared_error: 0.4415, scimark_benchmark: 1261.1189, usercpu_time_millis: 1034, usercpu_time_millis_testing: 34.444, usercpu_time_millis_training: 999.556,
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: 0.9801, f_measure: 0.9482, kappa: 0.8811, kb_relative_information_score: 12826.098, mean_absolute_error: 0.0824, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9511, predictive_accuracy: 0.9492, prior_entropy: 0.9135, recall: 0.9492, relative_absolute_error: 0.1867, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1982, root_relative_squared_error: 0.4219, scimark_benchmark: 1238.8348, usercpu_time_millis: 351.198, usercpu_time_millis_testing: 9.914, usercpu_time_millis_training: 341.284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9521, kappa: 0.8901, kb_relative_information_score: 12935.819, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9545, predictive_accuracy: 0.9529, prior_entropy: 0.9135, recall: 0.9529, relative_absolute_error: 0.1799, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1913, root_relative_squared_error: 0.4072, scimark_benchmark: 1251.9933, usercpu_time_millis: 693.092, usercpu_time_millis_testing: 39.985, usercpu_time_millis_training: 653.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.9473, kappa: 0.8787, kb_relative_information_score: 12716.8398, mean_absolute_error: 0.0863, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9505, predictive_accuracy: 0.9483, prior_entropy: 0.9135, recall: 0.9483, relative_absolute_error: 0.1955, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1995, root_relative_squared_error: 0.4247, scimark_benchmark: 1262.5852, usercpu_time_millis: 241.577, usercpu_time_millis_testing: 11.092, usercpu_time_millis_training: 230.485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.941, kappa: 0.8639, kb_relative_information_score: 10499.3351, mean_absolute_error: 0.1673, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9463, predictive_accuracy: 0.9425, prior_entropy: 0.9135, recall: 0.9425, relative_absolute_error: 0.3792, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.492, scimark_benchmark: 1242.6026, usercpu_time_millis: 476.513, usercpu_time_millis_testing: 33.985, usercpu_time_millis_training: 442.528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9509, kappa: 0.8872, kb_relative_information_score: 12875.1545, mean_absolute_error: 0.0815, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9535, predictive_accuracy: 0.9518, prior_entropy: 0.9135, recall: 0.9518, relative_absolute_error: 0.1847, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1927, root_relative_squared_error: 0.4104, scimark_benchmark: 1258.8564, usercpu_time_millis: 565.125, usercpu_time_millis_testing: 26.19, usercpu_time_millis_training: 538.935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.9333, kappa: 0.8459, kb_relative_information_score: 9975.749, mean_absolute_error: 0.1834, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9408, predictive_accuracy: 0.9353, prior_entropy: 0.9135, recall: 0.9353, relative_absolute_error: 0.4156, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2466, root_relative_squared_error: 0.5249, scimark_benchmark: 1229.4802, usercpu_time_millis: 132.134, usercpu_time_millis_testing: 11.71, usercpu_time_millis_training: 120.424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.9331, kappa: 0.8452, kb_relative_information_score: 9815.462, mean_absolute_error: 0.1884, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9407, predictive_accuracy: 0.9351, prior_entropy: 0.9135, recall: 0.9351, relative_absolute_error: 0.427, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2505, root_relative_squared_error: 0.5332, scimark_benchmark: 1262.0828, usercpu_time_millis: 242.349, usercpu_time_millis_testing: 19.935, usercpu_time_millis_training: 222.414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9498, kappa: 0.8847, kb_relative_information_score: 12807.426, mean_absolute_error: 0.0836, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9527, predictive_accuracy: 0.9507, prior_entropy: 0.9135, recall: 0.9507, relative_absolute_error: 0.1894, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1953, root_relative_squared_error: 0.4158, scimark_benchmark: 1243.3005, usercpu_time_millis: 278.585, usercpu_time_millis_testing: 17.724, usercpu_time_millis_training: 260.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9504, kappa: 0.8861, kb_relative_information_score: 12856.6558, mean_absolute_error: 0.0821, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9532, predictive_accuracy: 0.9513, prior_entropy: 0.9135, recall: 0.9513, relative_absolute_error: 0.186, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.4127, scimark_benchmark: 1251.032, usercpu_time_millis: 272.295, usercpu_time_millis_testing: 16.184, usercpu_time_millis_training: 256.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9498, kappa: 0.8847, kb_relative_information_score: 12816.7906, mean_absolute_error: 0.0832, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9527, predictive_accuracy: 0.9507, prior_entropy: 0.9135, recall: 0.9507, relative_absolute_error: 0.1885, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.4155, scimark_benchmark: 1233.0662, usercpu_time_millis: 682.394, usercpu_time_millis_testing: 29.841, usercpu_time_millis_training: 652.553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9524, kappa: 0.8907, kb_relative_information_score: 12930.4356, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9548, predictive_accuracy: 0.9532, prior_entropy: 0.9135, recall: 0.9532, relative_absolute_error: 0.1805, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1911, root_relative_squared_error: 0.4069, scimark_benchmark: 1236.9841, usercpu_time_millis: 838.386, usercpu_time_millis_testing: 39.32, usercpu_time_millis_training: 799.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9505, kappa: 0.8862, kb_relative_information_score: 12869.9673, mean_absolute_error: 0.0815, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9531, predictive_accuracy: 0.9513, prior_entropy: 0.9135, recall: 0.9513, relative_absolute_error: 0.1848, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1933, root_relative_squared_error: 0.4116, scimark_benchmark: 1239.7093, usercpu_time_millis: 237.488, usercpu_time_millis_testing: 13.174, usercpu_time_millis_training: 224.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9505, kappa: 0.8863, kb_relative_information_score: 12854.6012, mean_absolute_error: 0.0821, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9532, predictive_accuracy: 0.9514, prior_entropy: 0.9135, recall: 0.9514, relative_absolute_error: 0.1862, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1933, root_relative_squared_error: 0.4116, scimark_benchmark: 1247.0766, usercpu_time_millis: 624.123, usercpu_time_millis_testing: 31.982, usercpu_time_millis_training: 592.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9694, f_measure: 0.9365, kappa: 0.8534, kb_relative_information_score: 12191.1307, mean_absolute_error: 0.1029, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9431, predictive_accuracy: 0.9383, prior_entropy: 0.9135, recall: 0.9383, relative_absolute_error: 0.2331, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.4666, scimark_benchmark: 1261.1763, usercpu_time_millis: 234.903, usercpu_time_millis_testing: 12.721, usercpu_time_millis_training: 222.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9818, f_measure: 0.9501, kappa: 0.8853, kb_relative_information_score: 12800.9089, mean_absolute_error: 0.0838, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.953, predictive_accuracy: 0.951, prior_entropy: 0.9135, recall: 0.951, relative_absolute_error: 0.19, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1955, root_relative_squared_error: 0.4161, scimark_benchmark: 1268.7687, usercpu_time_millis: 145.434, usercpu_time_millis_testing: 8.106, usercpu_time_millis_training: 137.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.9462, kappa: 0.8762, kb_relative_information_score: 12694.8368, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9496, predictive_accuracy: 0.9473, prior_entropy: 0.9135, recall: 0.9473, relative_absolute_error: 0.1968, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2008, root_relative_squared_error: 0.4276, scimark_benchmark: 1236.4802, usercpu_time_millis: 750.896, usercpu_time_millis_testing: 27.825, usercpu_time_millis_training: 723.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9724, f_measure: 0.9401, kappa: 0.8617, kb_relative_information_score: 12307.5502, mean_absolute_error: 0.0991, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9455, predictive_accuracy: 0.9416, prior_entropy: 0.9135, recall: 0.9416, relative_absolute_error: 0.2247, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.215, root_relative_squared_error: 0.4578, scimark_benchmark: 1234.1274, usercpu_time_millis: 293.852, usercpu_time_millis_testing: 15.332, usercpu_time_millis_training: 278.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9699, f_measure: 0.9389, kappa: 0.859, kb_relative_information_score: 10360.3145, mean_absolute_error: 0.1714, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9447, predictive_accuracy: 0.9405, prior_entropy: 0.9135, recall: 0.9405, relative_absolute_error: 0.3885, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2357, root_relative_squared_error: 0.5019, scimark_benchmark: 1264.1489, usercpu_time_millis: 286.235, usercpu_time_millis_testing: 23.291, usercpu_time_millis_training: 262.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.977, f_measure: 0.9435, kappa: 0.8699, kb_relative_information_score: 12439.7195, mean_absolute_error: 0.0954, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9477, predictive_accuracy: 0.9447, prior_entropy: 0.9135, recall: 0.9447, relative_absolute_error: 0.2162, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.4418, scimark_benchmark: 1261.4141, usercpu_time_millis: 112.238, usercpu_time_millis_testing: 5.317, usercpu_time_millis_training: 106.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9458, kappa: 0.8753, kb_relative_information_score: 12678.81, mean_absolute_error: 0.0873, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9492, predictive_accuracy: 0.9469, prior_entropy: 0.9135, recall: 0.9469, relative_absolute_error: 0.1978, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.4296, scimark_benchmark: 1242.2401, usercpu_time_millis: 756.64, usercpu_time_millis_testing: 27.929, usercpu_time_millis_training: 728.711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.9434, kappa: 0.8697, kb_relative_information_score: 12448.6939, mean_absolute_error: 0.0945, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9476, predictive_accuracy: 0.9447, prior_entropy: 0.9135, recall: 0.9447, relative_absolute_error: 0.2142, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.4488, scimark_benchmark: 1260.7116, usercpu_time_millis: 325.132, usercpu_time_millis_testing: 14.204, usercpu_time_millis_training: 310.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.9423, kappa: 0.8669, kb_relative_information_score: 12400.4476, mean_absolute_error: 0.0962, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9471, predictive_accuracy: 0.9436, prior_entropy: 0.9135, recall: 0.9436, relative_absolute_error: 0.2179, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4513, scimark_benchmark: 1250.5856, usercpu_time_millis: 187.638, usercpu_time_millis_testing: 7.903, usercpu_time_millis_training: 179.735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.936, kappa: 0.8521, kb_relative_information_score: 10179.2502, mean_absolute_error: 0.1764, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9423, predictive_accuracy: 0.9377, prior_entropy: 0.9135, recall: 0.9377, relative_absolute_error: 0.3998, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2414, root_relative_squared_error: 0.5138, scimark_benchmark: 1227.5034, usercpu_time_millis: 27.445, usercpu_time_millis_testing: 2.094, usercpu_time_millis_training: 25.351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9534, kappa: 0.893, kb_relative_information_score: 12990.0701, mean_absolute_error: 0.0776, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9554, predictive_accuracy: 0.9541, prior_entropy: 0.9135, recall: 0.9541, relative_absolute_error: 0.1758, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1899, root_relative_squared_error: 0.4044, scimark_benchmark: 1271.3907, usercpu_time_millis: 445.806, usercpu_time_millis_testing: 24.237, usercpu_time_millis_training: 421.569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, f_measure: 0.9415, kappa: 0.8651, kb_relative_information_score: 10560.6474, mean_absolute_error: 0.1656, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9466, predictive_accuracy: 0.9429, prior_entropy: 0.9135, recall: 0.9429, relative_absolute_error: 0.3754, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2286, root_relative_squared_error: 0.4867, scimark_benchmark: 1263.7632, usercpu_time_millis: 232.436, usercpu_time_millis_testing: 17.194, usercpu_time_millis_training: 215.242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.9326, kappa: 0.844, kb_relative_information_score: 12131.7781, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9403, predictive_accuracy: 0.9346, prior_entropy: 0.9135, recall: 0.9346, relative_absolute_error: 0.2362, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2234, root_relative_squared_error: 0.4757, scimark_benchmark: 1257.6033, usercpu_time_millis: 423.78, usercpu_time_millis_testing: 22.304, usercpu_time_millis_training: 401.476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9452, kappa: 0.8738, kb_relative_information_score: 12551.0928, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9488, predictive_accuracy: 0.9463, prior_entropy: 0.9135, recall: 0.9463, relative_absolute_error: 0.2082, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2036, root_relative_squared_error: 0.4334, scimark_benchmark: 1228.9006, usercpu_time_millis: 440.685, usercpu_time_millis_testing: 29.822, usercpu_time_millis_training: 410.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9487, kappa: 0.8821, kb_relative_information_score: 12749.4699, mean_absolute_error: 0.0854, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9518, predictive_accuracy: 0.9497, prior_entropy: 0.9135, recall: 0.9497, relative_absolute_error: 0.1935, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1974, root_relative_squared_error: 0.4204, scimark_benchmark: 1250.2327, usercpu_time_millis: 88.015, usercpu_time_millis_testing: 3.338, usercpu_time_millis_training: 84.677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9618, f_measure: 0.9324, kappa: 0.8437, kb_relative_information_score: 11854.6279, mean_absolute_error: 0.1138, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9401, predictive_accuracy: 0.9345, prior_entropy: 0.9135, recall: 0.9345, relative_absolute_error: 0.258, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2284, root_relative_squared_error: 0.4863, scimark_benchmark: 1230.37, usercpu_time_millis: 21.067, usercpu_time_millis_testing: 1.372, usercpu_time_millis_training: 19.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, f_measure: 0.9338, kappa: 0.847, kb_relative_information_score: 10102.4958, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9411, predictive_accuracy: 0.9358, prior_entropy: 0.9135, recall: 0.9358, relative_absolute_error: 0.406, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2437, root_relative_squared_error: 0.5188, scimark_benchmark: 1239.1584, usercpu_time_millis: 115.833, usercpu_time_millis_testing: 8.965, usercpu_time_millis_training: 106.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9504, kappa: 0.8867, kb_relative_information_score: 13145.1612, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9509, predictive_accuracy: 0.9508, prior_entropy: 0.9135, recall: 0.9508, relative_absolute_error: 0.1574, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1983, root_relative_squared_error: 0.4221, scimark_benchmark: 1268.6041, usercpu_time_millis: 248.799, usercpu_time_millis_testing: 6.038, usercpu_time_millis_training: 242.761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9591, f_measure: 0.9324, kappa: 0.8437, kb_relative_information_score: 9717.0057, mean_absolute_error: 0.1914, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9401, predictive_accuracy: 0.9345, prior_entropy: 0.9135, recall: 0.9345, relative_absolute_error: 0.4337, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2531, root_relative_squared_error: 0.5388, scimark_benchmark: 1238.9472, usercpu_time_millis: 131.334, usercpu_time_millis_testing: 11.058, usercpu_time_millis_training: 120.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9473, kappa: 0.8788, kb_relative_information_score: 12701.8643, mean_absolute_error: 0.0868, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9506, predictive_accuracy: 0.9483, prior_entropy: 0.9135, recall: 0.9483, relative_absolute_error: 0.1968, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1995, root_relative_squared_error: 0.4248, scimark_benchmark: 1259.5232, usercpu_time_millis: 414.932, usercpu_time_millis_testing: 21.899, usercpu_time_millis_training: 393.033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9474, kappa: 0.879, kb_relative_information_score: 12786.346, mean_absolute_error: 0.0839, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9504, predictive_accuracy: 0.9483, prior_entropy: 0.9135, recall: 0.9483, relative_absolute_error: 0.1901, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.198, root_relative_squared_error: 0.4215, scimark_benchmark: 1265.7859, usercpu_time_millis: 1349.572, usercpu_time_millis_testing: 38.352, usercpu_time_millis_training: 1311.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9732, f_measure: 0.9399, kappa: 0.8612, kb_relative_information_score: 12195.1576, mean_absolute_error: 0.1035, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9454, predictive_accuracy: 0.9414, prior_entropy: 0.9135, recall: 0.9414, relative_absolute_error: 0.2345, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.457, scimark_benchmark: 1266.9822, usercpu_time_millis: 500.003, usercpu_time_millis_testing: 26.648, usercpu_time_millis_training: 473.355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.9347, kappa: 0.8491, kb_relative_information_score: 10192.3527, mean_absolute_error: 0.1765, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9418, predictive_accuracy: 0.9366, prior_entropy: 0.9135, recall: 0.9366, relative_absolute_error: 0.4001, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2411, root_relative_squared_error: 0.5133, scimark_benchmark: 1271.7349, usercpu_time_millis: 166.565, usercpu_time_millis_testing: 12.047, usercpu_time_millis_training: 154.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9573, f_measure: 0.9326, kappa: 0.8442, kb_relative_information_score: 9490.9246, mean_absolute_error: 0.1988, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9403, predictive_accuracy: 0.9347, prior_entropy: 0.9135, recall: 0.9347, relative_absolute_error: 0.4506, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.258, root_relative_squared_error: 0.5493, scimark_benchmark: 1236.1466, usercpu_time_millis: 281.238, usercpu_time_millis_testing: 22.9, usercpu_time_millis_training: 258.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.955, f_measure: 0.932, kappa: 0.8427, kb_relative_information_score: 10775.9495, mean_absolute_error: 0.1536, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9399, predictive_accuracy: 0.9341, prior_entropy: 0.9135, recall: 0.9341, relative_absolute_error: 0.3482, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2405, root_relative_squared_error: 0.5119, scimark_benchmark: 1249.333, usercpu_time_millis: 217.872, usercpu_time_millis_testing: 17.284, usercpu_time_millis_training: 200.588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9737, f_measure: 0.9414, kappa: 0.8649, kb_relative_information_score: 10549.3913, mean_absolute_error: 0.1656, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9466, predictive_accuracy: 0.9429, prior_entropy: 0.9135, recall: 0.9429, relative_absolute_error: 0.3753, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2301, root_relative_squared_error: 0.4898, scimark_benchmark: 1246.6316, usercpu_time_millis: 53.104, usercpu_time_millis_testing: 4.16, usercpu_time_millis_training: 48.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, f_measure: 0.9428, kappa: 0.8682, kb_relative_information_score: 12308.753, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9475, predictive_accuracy: 0.9442, prior_entropy: 0.9135, recall: 0.9442, relative_absolute_error: 0.2259, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2116, root_relative_squared_error: 0.4504, scimark_benchmark: 1245.6083, usercpu_time_millis: 722.19, usercpu_time_millis_testing: 35.988, usercpu_time_millis_training: 686.202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9447, kappa: 0.8726, kb_relative_information_score: 12630.3608, mean_absolute_error: 0.0886, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9481, predictive_accuracy: 0.9458, prior_entropy: 0.9135, recall: 0.9458, relative_absolute_error: 0.2008, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.436, scimark_benchmark: 1259.0876, usercpu_time_millis: 50.562, usercpu_time_millis_testing: 1.051, usercpu_time_millis_training: 49.511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.9433, kappa: 0.8693, kb_relative_information_score: 12382.0947, mean_absolute_error: 0.0972, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9476, predictive_accuracy: 0.9445, prior_entropy: 0.9135, recall: 0.9445, relative_absolute_error: 0.2204, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2093, root_relative_squared_error: 0.4456, scimark_benchmark: 1260.2521, usercpu_time_millis: 445.177, usercpu_time_millis_testing: 25.167, usercpu_time_millis_training: 420.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9326, kappa: 0.8442, kb_relative_information_score: 12031.4426, mean_absolute_error: 0.1073, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9404, predictive_accuracy: 0.9347, prior_entropy: 0.9135, recall: 0.9347, relative_absolute_error: 0.2432, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.4827, scimark_benchmark: 1261.3622, usercpu_time_millis: 163.3, usercpu_time_millis_testing: 8.099, usercpu_time_millis_training: 155.201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9629, f_measure: 0.9334, kappa: 0.8459, kb_relative_information_score: 9985.5326, mean_absolute_error: 0.1829, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9407, predictive_accuracy: 0.9353, prior_entropy: 0.9135, recall: 0.9353, relative_absolute_error: 0.4146, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2465, root_relative_squared_error: 0.5248, scimark_benchmark: 1242.2113, usercpu_time_millis: 374.159, usercpu_time_millis_testing: 27.554, usercpu_time_millis_training: 346.605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9536, kappa: 0.8935, kb_relative_information_score: 13032.8201, mean_absolute_error: 0.076, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9555, predictive_accuracy: 0.9543, prior_entropy: 0.9135, recall: 0.9543, relative_absolute_error: 0.1723, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.4029, scimark_benchmark: 1255.492, usercpu_time_millis: 944.736, usercpu_time_millis_testing: 37.857, usercpu_time_millis_training: 906.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.9457, kappa: 0.875, kb_relative_information_score: 12606.3187, mean_absolute_error: 0.0898, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9493, predictive_accuracy: 0.9468, prior_entropy: 0.9135, recall: 0.9468, relative_absolute_error: 0.2035, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2033, root_relative_squared_error: 0.4327, scimark_benchmark: 1234.1277, usercpu_time_millis: 140.638, usercpu_time_millis_testing: 8.264, usercpu_time_millis_training: 132.374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.9509, kappa: 0.8873, kb_relative_information_score: 12874.5784, mean_absolute_error: 0.0812, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9535, predictive_accuracy: 0.9518, prior_entropy: 0.9135, recall: 0.9518, relative_absolute_error: 0.184, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1942, root_relative_squared_error: 0.4134, scimark_benchmark: 1266.9109, usercpu_time_millis: 796.699, usercpu_time_millis_testing: 23.995, usercpu_time_millis_training: 772.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.9402, kappa: 0.862, kb_relative_information_score: 12312.0932, mean_absolute_error: 0.0986, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9457, predictive_accuracy: 0.9417, prior_entropy: 0.9135, recall: 0.9417, relative_absolute_error: 0.2236, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.4607, scimark_benchmark: 1257.7672, usercpu_time_millis: 305.772, usercpu_time_millis_testing: 13.216, usercpu_time_millis_training: 292.556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9576, f_measure: 0.9329, kappa: 0.8447, kb_relative_information_score: 9660.9689, mean_absolute_error: 0.1929, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9405, predictive_accuracy: 0.9349, prior_entropy: 0.9135, recall: 0.9349, relative_absolute_error: 0.4373, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2552, root_relative_squared_error: 0.5432, scimark_benchmark: 1262.6239, usercpu_time_millis: 10.017, usercpu_time_millis_testing: 0.816, usercpu_time_millis_training: 9.201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9463, kappa: 0.8764, kb_relative_information_score: 12637.7644, mean_absolute_error: 0.0891, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9498, predictive_accuracy: 0.9474, prior_entropy: 0.9135, recall: 0.9474, relative_absolute_error: 0.2019, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2008, root_relative_squared_error: 0.4274, scimark_benchmark: 1229.9427, usercpu_time_millis: 408.72, usercpu_time_millis_testing: 21.21, usercpu_time_millis_training: 387.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.957, f_measure: 0.9325, kappa: 0.8439, kb_relative_information_score: 11857.0933, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9403, predictive_accuracy: 0.9346, prior_entropy: 0.9135, recall: 0.9346, relative_absolute_error: 0.2575, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2326, root_relative_squared_error: 0.4953, scimark_benchmark: 1257.1591, usercpu_time_millis: 293.489, usercpu_time_millis_testing: 19.195, usercpu_time_millis_training: 274.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9741, f_measure: 0.9415, kappa: 0.8651, kb_relative_information_score: 10524.9373, mean_absolute_error: 0.1666, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9467, predictive_accuracy: 0.9429, prior_entropy: 0.9135, recall: 0.9429, relative_absolute_error: 0.3775, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2301, root_relative_squared_error: 0.4898, scimark_benchmark: 1240.5119, usercpu_time_millis: 471.223, usercpu_time_millis_testing: 35.797, usercpu_time_millis_training: 435.426,

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

OpenML bootcamp

From your own software

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

OpenML APIs