OpenML
Supervised Classification on ozone-level-8hr

Supervised Classification on ozone-level-8hr

Task 145855 Supervised Classification ozone-level-8hr 90654 runs submitted
0 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

90654 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8976, f_measure: 0.924, kappa: 0.2194, kb_relative_information_score: -759.7377, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9349, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7906, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.864, scimark_benchmark: 1850.3603, usercpu_time_millis: 15.52, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 15.346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.878, f_measure: 0.9063, kb_relative_information_score: -1138.1756, mean_absolute_error: 0.1038, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8752, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.9115, scimark_benchmark: 1844.1673, usercpu_time_millis: 12.94, usercpu_time_millis_testing: 0.416, usercpu_time_millis_training: 12.524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8236, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -1382.1414, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9412, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.9186, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2286, root_relative_squared_error: 0.9399, scimark_benchmark: 1851.8567, usercpu_time_millis: 11.941, usercpu_time_millis_testing: 0.409, usercpu_time_millis_training: 11.532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.9063, kb_relative_information_score: 4.3628, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9968, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1758.0279, usercpu_time_millis: 3.021, usercpu_time_millis_testing: 0.498, usercpu_time_millis_training: 2.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9063, kb_relative_information_score: -1.6985, mean_absolute_error: 0.1184, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9978, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1760.462, usercpu_time_millis: 2.698, usercpu_time_millis_testing: 0.378, usercpu_time_millis_training: 2.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8889, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -978.4482, mean_absolute_error: 0.1022, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9412, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8615, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2183, root_relative_squared_error: 0.8976, scimark_benchmark: 1750.2425, usercpu_time_millis: 2.624, usercpu_time_millis_testing: 0.207, usercpu_time_millis_training: 2.417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8907, f_measure: 0.9263, kappa: 0.2653, kb_relative_information_score: -803.0986, mean_absolute_error: 0.0929, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9265, predictive_accuracy: 0.9412, prior_entropy: 0.3411, recall: 0.9412, relative_absolute_error: 0.7836, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2127, root_relative_squared_error: 0.8743, scimark_benchmark: 1847.8034, usercpu_time_millis: 121.191, usercpu_time_millis_testing: 0.805, usercpu_time_millis_training: 120.386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9034, f_measure: 0.9299, kappa: 0.3127, kb_relative_information_score: -683.9346, mean_absolute_error: 0.0904, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9292, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7619, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.8587, scimark_benchmark: 1732.0265, usercpu_time_millis: 98.364, usercpu_time_millis_testing: 1.23, usercpu_time_millis_training: 97.134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.9271, kappa: 0.2632, kb_relative_information_score: -762.6722, mean_absolute_error: 0.0928, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9326, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7824, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.8541, scimark_benchmark: 1841.2811, usercpu_time_millis: 91.205, usercpu_time_millis_testing: 1.104, usercpu_time_millis_training: 90.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9043, f_measure: 0.9277, kappa: 0.2744, kb_relative_information_score: -743.891, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.931, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7788, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.8567, scimark_benchmark: 1733.7613, usercpu_time_millis: 80.026, usercpu_time_millis_testing: 0.673, usercpu_time_millis_training: 79.353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8951, f_measure: 0.9108, kappa: 0.0559, kb_relative_information_score: -856.1726, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.932, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.8122, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2142, root_relative_squared_error: 0.8809, scimark_benchmark: 1851.8567, usercpu_time_millis: 74.257, usercpu_time_millis_testing: 1.308, usercpu_time_millis_training: 72.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8239, f_measure: 0.9063, kb_relative_information_score: -1591.154, mean_absolute_error: 0.1094, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.922, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2315, root_relative_squared_error: 0.9517, scimark_benchmark: 1734.2259, usercpu_time_millis: 55.174, usercpu_time_millis_testing: 0.759, usercpu_time_millis_training: 54.415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8238, f_measure: 0.9063, kb_relative_information_score: -1550.2117, mean_absolute_error: 0.1093, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9213, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2312, root_relative_squared_error: 0.9508, scimark_benchmark: 1843.1261, usercpu_time_millis: 48.21, usercpu_time_millis_testing: 0.575, usercpu_time_millis_training: 47.635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9017, f_measure: 0.9239, kappa: 0.2232, kb_relative_information_score: -820.3457, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9309, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.796, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.209, root_relative_squared_error: 0.8593, scimark_benchmark: 1850.2875, usercpu_time_millis: 47.073, usercpu_time_millis_testing: 0.474, usercpu_time_millis_training: 46.599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.907, f_measure: 0.9317, kappa: 0.3279, kb_relative_information_score: -643.3833, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9328, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.7583, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.854, scimark_benchmark: 1735.5975, usercpu_time_millis: 41.821, usercpu_time_millis_testing: 0.816, usercpu_time_millis_training: 41.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9038, f_measure: 0.9302, kappa: 0.3146, kb_relative_information_score: -691.2562, mean_absolute_error: 0.0902, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9299, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7601, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.8581, scimark_benchmark: 1718.9123, usercpu_time_millis: 36.222, usercpu_time_millis_testing: 0.612, usercpu_time_millis_training: 35.61,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8912, f_measure: 0.9157, kappa: 0.1175, kb_relative_information_score: -913.1745, mean_absolute_error: 0.0984, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9311, predictive_accuracy: 0.94, prior_entropy: 0.3411, recall: 0.94, relative_absolute_error: 0.8298, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.8771, scimark_benchmark: 1851.8567, usercpu_time_millis: 36.146, usercpu_time_millis_testing: 0.767, usercpu_time_millis_training: 35.379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.9186, kappa: 0.1548, kb_relative_information_score: -727.9801, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9302, predictive_accuracy: 0.9408, prior_entropy: 0.3411, recall: 0.9408, relative_absolute_error: 0.7921, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.211, root_relative_squared_error: 0.8674, scimark_benchmark: 1820.2044, usercpu_time_millis: 37.106, usercpu_time_millis_testing: 1.196, usercpu_time_millis_training: 35.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9025, f_measure: 0.9261, kappa: 0.241, kb_relative_information_score: -789.4561, mean_absolute_error: 0.0954, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9401, predictive_accuracy: 0.9448, prior_entropy: 0.3411, recall: 0.9448, relative_absolute_error: 0.8041, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.209, root_relative_squared_error: 0.8593, scimark_benchmark: 1849.7595, usercpu_time_millis: 22.629, usercpu_time_millis_testing: 0.614, usercpu_time_millis_training: 22.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8789, f_measure: 0.9113, kappa: 0.0647, kb_relative_information_score: -1077.9765, mean_absolute_error: 0.102, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9218, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.8598, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.8893, scimark_benchmark: 1702.4002, usercpu_time_millis: 12.22, usercpu_time_millis_testing: 0.407, usercpu_time_millis_training: 11.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8318, f_measure: 0.9063, kb_relative_information_score: -1409.3052, mean_absolute_error: 0.1088, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9172, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2298, root_relative_squared_error: 0.9449, scimark_benchmark: 1826.2133, usercpu_time_millis: 13.147, usercpu_time_millis_testing: 0.558, usercpu_time_millis_training: 12.589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8974, f_measure: 0.9223, kappa: 0.2133, kb_relative_information_score: -815.3012, mean_absolute_error: 0.0933, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9237, predictive_accuracy: 0.94, prior_entropy: 0.3411, recall: 0.94, relative_absolute_error: 0.7866, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.8625, scimark_benchmark: 1714.2341, usercpu_time_millis: 9.23, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 8.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8921, f_measure: 0.9166, kappa: 0.1277, kb_relative_information_score: -972.0232, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9323, predictive_accuracy: 0.9404, prior_entropy: 0.3411, recall: 0.9404, relative_absolute_error: 0.8408, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.8774, scimark_benchmark: 1833.1413, usercpu_time_millis: 7.4, usercpu_time_millis_testing: 0.349, usercpu_time_millis_training: 7.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8794, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1096.0815, mean_absolute_error: 0.1012, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8528, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2207, root_relative_squared_error: 0.9075, scimark_benchmark: 1832.6873, usercpu_time_millis: 7.253, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 7.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9063, kb_relative_information_score: 4.6978, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9965, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1731.6292, usercpu_time_millis: 2.497, usercpu_time_millis_testing: 0.399, usercpu_time_millis_training: 2.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9063, kb_relative_information_score: -0.6162, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9972, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1850.2875, usercpu_time_millis: 1.777, usercpu_time_millis_testing: 0.258, usercpu_time_millis_training: 1.519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8743, f_measure: 0.926, kappa: 0.2856, kb_relative_information_score: -862.654, mean_absolute_error: 0.0934, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9222, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.7871, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.9162, scimark_benchmark: 1742.522, usercpu_time_millis: 184.645, usercpu_time_millis_testing: 1.228, usercpu_time_millis_training: 183.417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8994, f_measure: 0.9239, kappa: 0.2232, kb_relative_information_score: -831.2882, mean_absolute_error: 0.0948, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9309, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7991, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.21, root_relative_squared_error: 0.8633, scimark_benchmark: 1848.2615, usercpu_time_millis: 140.017, usercpu_time_millis_testing: 1.11, usercpu_time_millis_training: 138.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9057, f_measure: 0.926, kappa: 0.2445, kb_relative_information_score: -771.8285, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9356, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7936, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.856, scimark_benchmark: 1271.3117, usercpu_time_millis: 114.401, usercpu_time_millis_testing: 1.839, usercpu_time_millis_training: 112.562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9032, f_measure: 0.9252, kappa: 0.2392, kb_relative_information_score: -798.5462, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9313, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7904, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.8575, scimark_benchmark: 1738.7969, usercpu_time_millis: 100.363, usercpu_time_millis_testing: 0.891, usercpu_time_millis_training: 99.472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8935, f_measure: 0.9219, kappa: 0.1932, kb_relative_information_score: -895.2914, mean_absolute_error: 0.0971, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9342, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.8185, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.212, root_relative_squared_error: 0.8717, scimark_benchmark: 1839.6024, usercpu_time_millis: 101.15, usercpu_time_millis_testing: 0.937, usercpu_time_millis_training: 100.213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9003, f_measure: 0.92, kappa: 0.1727, kb_relative_information_score: -806.3549, mean_absolute_error: 0.0955, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9302, predictive_accuracy: 0.9412, prior_entropy: 0.3411, recall: 0.9412, relative_absolute_error: 0.8048, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.8669, scimark_benchmark: 1844.7258, usercpu_time_millis: 69.473, usercpu_time_millis_testing: 1.133, usercpu_time_millis_training: 68.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8837, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -1064.2816, mean_absolute_error: 0.1012, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9296, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.8528, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2167, root_relative_squared_error: 0.891, scimark_benchmark: 1851.3287, usercpu_time_millis: 72.028, usercpu_time_millis_testing: 0.885, usercpu_time_millis_training: 71.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.903, f_measure: 0.9263, kappa: 0.2577, kb_relative_information_score: -756.4042, mean_absolute_error: 0.0933, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9293, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7869, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.8556, scimark_benchmark: 1850.8036, usercpu_time_millis: 69.262, usercpu_time_millis_testing: 0.724, usercpu_time_millis_training: 68.538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8911, f_measure: 0.9108, kappa: 0.0559, kb_relative_information_score: -991.0936, mean_absolute_error: 0.0995, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.932, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.8388, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.8833, scimark_benchmark: 1855.4813, usercpu_time_millis: 54.681, usercpu_time_millis_testing: 0.76, usercpu_time_millis_training: 53.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9074, f_measure: 0.9284, kappa: 0.2754, kb_relative_information_score: -731.5275, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9359, predictive_accuracy: 0.9448, prior_entropy: 0.3411, recall: 0.9448, relative_absolute_error: 0.7789, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2068, root_relative_squared_error: 0.8503, scimark_benchmark: 1850.2875, usercpu_time_millis: 53.099, usercpu_time_millis_testing: 0.662, usercpu_time_millis_training: 52.437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9059, f_measure: 0.9271, kappa: 0.2778, kb_relative_information_score: -631.2089, mean_absolute_error: 0.09, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9266, predictive_accuracy: 0.9412, prior_entropy: 0.3411, recall: 0.9412, relative_absolute_error: 0.7589, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.8538, scimark_benchmark: 1730.5828, usercpu_time_millis: 42.384, usercpu_time_millis_testing: 0.864, usercpu_time_millis_training: 41.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9018, f_measure: 0.9229, kappa: 0.2085, kb_relative_information_score: -795.4035, mean_absolute_error: 0.0949, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9323, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.8, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2093, root_relative_squared_error: 0.8605, scimark_benchmark: 1744.6334, usercpu_time_millis: 37.322, usercpu_time_millis_testing: 0.624, usercpu_time_millis_training: 36.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -939.1635, mean_absolute_error: 0.0983, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8285, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2167, root_relative_squared_error: 0.8909, scimark_benchmark: 1716.2567, usercpu_time_millis: 42.439, usercpu_time_millis_testing: 0.995, usercpu_time_millis_training: 41.444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8696, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1204.6996, mean_absolute_error: 0.1031, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8696, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.9181, scimark_benchmark: 1850.2875, usercpu_time_millis: 40.056, usercpu_time_millis_testing: 0.346, usercpu_time_millis_training: 39.71,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8792, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: -1125.0831, mean_absolute_error: 0.1029, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9096, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8672, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2204, root_relative_squared_error: 0.9061, scimark_benchmark: 1759.6545, usercpu_time_millis: 38.986, usercpu_time_millis_testing: 0.89, usercpu_time_millis_training: 38.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8808, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: -1143.8577, mean_absolute_error: 0.1028, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9096, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8664, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2198, root_relative_squared_error: 0.9036, scimark_benchmark: 1849.8294, usercpu_time_millis: 30.582, usercpu_time_millis_testing: 0.461, usercpu_time_millis_training: 30.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8893, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1046.3828, mean_absolute_error: 0.1012, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8536, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2187, root_relative_squared_error: 0.8993, scimark_benchmark: 1850.3454, usercpu_time_millis: 30.89, usercpu_time_millis_testing: 1.022, usercpu_time_millis_training: 29.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.9236, kappa: 0.2253, kb_relative_information_score: -737.065, mean_absolute_error: 0.0929, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9268, predictive_accuracy: 0.9412, prior_entropy: 0.3411, recall: 0.9412, relative_absolute_error: 0.7828, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2078, root_relative_squared_error: 0.8542, scimark_benchmark: 1853.9121, usercpu_time_millis: 29.803, usercpu_time_millis_testing: 0.397, usercpu_time_millis_training: 29.406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8889, f_measure: 0.9205, kappa: 0.1898, kb_relative_information_score: -784.698, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9227, predictive_accuracy: 0.9396, prior_entropy: 0.3411, recall: 0.9396, relative_absolute_error: 0.7894, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2135, root_relative_squared_error: 0.8778, scimark_benchmark: 1723.9721, usercpu_time_millis: 22.532, usercpu_time_millis_testing: 0.212, usercpu_time_millis_training: 22.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8942, f_measure: 0.9078, kappa: 0.0214, kb_relative_information_score: -939.563, mean_absolute_error: 0.0983, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9099, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8288, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2169, root_relative_squared_error: 0.8917, scimark_benchmark: 1846.1643, usercpu_time_millis: 23.125, usercpu_time_millis_testing: 0.573, usercpu_time_millis_training: 22.552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8985, f_measure: 0.9175, kappa: 0.1378, kb_relative_information_score: -899.7352, mean_absolute_error: 0.0991, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9335, predictive_accuracy: 0.9408, prior_entropy: 0.3411, recall: 0.9408, relative_absolute_error: 0.8357, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2122, root_relative_squared_error: 0.8723, scimark_benchmark: 1720.741, usercpu_time_millis: 20.871, usercpu_time_millis_testing: 0.871, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9046, f_measure: 0.9183, kappa: 0.1479, kb_relative_information_score: -738.1521, mean_absolute_error: 0.0964, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9345, predictive_accuracy: 0.9412, prior_entropy: 0.3411, recall: 0.9412, relative_absolute_error: 0.813, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.21, root_relative_squared_error: 0.8635, scimark_benchmark: 1848.8462, usercpu_time_millis: 15.621, usercpu_time_millis_testing: 0.924, usercpu_time_millis_training: 14.697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8816, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1134.6095, mean_absolute_error: 0.104, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8769, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.9165, scimark_benchmark: 1847.8034, usercpu_time_millis: 17.777, usercpu_time_millis_testing: 0.818, usercpu_time_millis_training: 16.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9167, f_measure: 0.924, kappa: 0.2194, kb_relative_information_score: -603.4315, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9349, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7804, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2062, root_relative_squared_error: 0.8479, scimark_benchmark: 1850.2875, usercpu_time_millis: 17.594, usercpu_time_millis_testing: 1.187, usercpu_time_millis_training: 16.407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9083, f_measure: 0.9205, kappa: 0.1758, kb_relative_information_score: -666.9424, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9347, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.7933, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2093, root_relative_squared_error: 0.8607, scimark_benchmark: 1837.622, usercpu_time_millis: 14.67, usercpu_time_millis_testing: 0.712, usercpu_time_millis_training: 13.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8883, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: -1005.58, mean_absolute_error: 0.1009, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9096, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8504, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2171, root_relative_squared_error: 0.8928, scimark_benchmark: 1851.3287, usercpu_time_millis: 9.298, usercpu_time_millis_testing: 0.313, usercpu_time_millis_training: 8.985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9084, f_measure: 0.9151, kappa: 0.1084, kb_relative_information_score: -716.5675, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9338, predictive_accuracy: 0.94, prior_entropy: 0.3411, recall: 0.94, relative_absolute_error: 0.7986, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2106, root_relative_squared_error: 0.8659, scimark_benchmark: 1847.9391, usercpu_time_millis: 9.256, usercpu_time_millis_testing: 0.373, usercpu_time_millis_training: 8.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7694, f_measure: 0.9063, kb_relative_information_score: -1441.5029, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9369, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2348, root_relative_squared_error: 0.9653, scimark_benchmark: 1742.8649, usercpu_time_millis: 3.471, usercpu_time_millis_testing: 0.143, usercpu_time_millis_training: 3.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.9063, kb_relative_information_score: 0.4755, mean_absolute_error: 0.1181, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9958, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1847.8629, usercpu_time_millis: 1.227, usercpu_time_millis_testing: 0.148, usercpu_time_millis_training: 1.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9063, kb_relative_information_score: -20.7324, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.997, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1846.6923, usercpu_time_millis: 1.562, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 1.388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9028, f_measure: 0.9237, kappa: 0.2176, kb_relative_information_score: -779.5935, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9331, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7929, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.8571, scimark_benchmark: 1945.8495, usercpu_time_millis: 72.554, usercpu_time_millis_testing: 1.077, usercpu_time_millis_training: 71.477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8972, f_measure: 0.927, kappa: 0.2661, kb_relative_information_score: -712.2894, mean_absolute_error: 0.0918, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9302, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7737, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.8631, scimark_benchmark: 1919.9282, usercpu_time_millis: 58.718, usercpu_time_millis_testing: 1.152, usercpu_time_millis_training: 57.566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8758, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -1115.1353, mean_absolute_error: 0.1025, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9296, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.864, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2185, root_relative_squared_error: 0.8984, scimark_benchmark: 1970.1284, usercpu_time_millis: 43.367, usercpu_time_millis_testing: 0.925, usercpu_time_millis_training: 42.442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8968, f_measure: 0.9244, kappa: 0.2304, kb_relative_information_score: -834.6809, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9305, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7957, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.8619, scimark_benchmark: 1963.5472, usercpu_time_millis: 44.101, usercpu_time_millis_testing: 0.349, usercpu_time_millis_training: 43.752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9009, f_measure: 0.9234, kappa: 0.2159, kb_relative_information_score: -841.7642, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.798, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.8587, scimark_benchmark: 2038.4497, usercpu_time_millis: 35.674, usercpu_time_millis_testing: 0.955, usercpu_time_millis_training: 34.719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8908, f_measure: 0.9175, kappa: 0.1378, kb_relative_information_score: -946.0962, mean_absolute_error: 0.0989, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9335, predictive_accuracy: 0.9408, prior_entropy: 0.3411, recall: 0.9408, relative_absolute_error: 0.8337, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.213, root_relative_squared_error: 0.8759, scimark_benchmark: 2011.779, usercpu_time_millis: 29.784, usercpu_time_millis_testing: 0.574, usercpu_time_millis_training: 29.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8991, f_measure: 0.9245, kappa: 0.2267, kb_relative_information_score: -823.1077, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.934, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.8029, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.8647, scimark_benchmark: 1732.5611, usercpu_time_millis: 24.674, usercpu_time_millis_testing: 0.593, usercpu_time_millis_training: 24.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.9248, kappa: 0.2284, kb_relative_information_score: -806.8375, mean_absolute_error: 0.0955, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9357, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.8048, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.8585, scimark_benchmark: 2012.8643, usercpu_time_millis: 18.38, usercpu_time_millis_testing: 0.346, usercpu_time_millis_training: 18.034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8949, f_measure: 0.9183, kappa: 0.1479, kb_relative_information_score: -897.7075, mean_absolute_error: 0.0987, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9345, predictive_accuracy: 0.9412, prior_entropy: 0.3411, recall: 0.9412, relative_absolute_error: 0.8321, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.8736, scimark_benchmark: 1990.408, usercpu_time_millis: 15.831, usercpu_time_millis_testing: 0.519, usercpu_time_millis_training: 15.312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8818, f_measure: 0.9095, kappa: 0.0428, kb_relative_information_score: -1048.8412, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9151, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8589, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2168, root_relative_squared_error: 0.8912, scimark_benchmark: 2034.5362, usercpu_time_millis: 11.224, usercpu_time_millis_testing: 0.525, usercpu_time_millis_training: 10.699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8893, f_measure: 0.9206, kappa: 0.1806, kb_relative_information_score: -878.4888, mean_absolute_error: 0.0962, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9293, predictive_accuracy: 0.9412, prior_entropy: 0.3411, recall: 0.9412, relative_absolute_error: 0.8114, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.213, root_relative_squared_error: 0.8756, scimark_benchmark: 1976.0471, usercpu_time_millis: 15.222, usercpu_time_millis_testing: 0.398, usercpu_time_millis_training: 14.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8285, f_measure: 0.9063, kb_relative_information_score: -1373.061, mean_absolute_error: 0.1087, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9162, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2287, root_relative_squared_error: 0.9403, scimark_benchmark: 1938.4516, usercpu_time_millis: 13.038, usercpu_time_millis_testing: 0.712, usercpu_time_millis_training: 12.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8304, f_measure: 0.9063, kb_relative_information_score: -1415.7019, mean_absolute_error: 0.1088, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9177, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2292, root_relative_squared_error: 0.9423, scimark_benchmark: 1973.2981, usercpu_time_millis: 7.504, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 7.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9098, f_measure: 0.9208, kappa: 0.1773, kb_relative_information_score: -704.845, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9372, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.8076, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.8596, scimark_benchmark: 1973.7931, usercpu_time_millis: 10.802, usercpu_time_millis_testing: 0.733, usercpu_time_millis_training: 10.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8889, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -971.5507, mean_absolute_error: 0.0987, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8322, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.218, root_relative_squared_error: 0.8961, scimark_benchmark: 1894.0408, usercpu_time_millis: 6.534, usercpu_time_millis_testing: 0.155, usercpu_time_millis_training: 6.379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9081, f_measure: 0.92, kappa: 0.1676, kb_relative_information_score: -695.401, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9364, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.8028, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.8589, scimark_benchmark: 1922.1104, usercpu_time_millis: 5.292, usercpu_time_millis_testing: 0.301, usercpu_time_millis_training: 4.991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9012, f_measure: 0.9124, kappa: 0.0766, kb_relative_information_score: -804.7955, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9292, predictive_accuracy: 0.9388, prior_entropy: 0.3411, recall: 0.9388, relative_absolute_error: 0.8136, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2122, root_relative_squared_error: 0.8726, scimark_benchmark: 1919.9282, usercpu_time_millis: 4.234, usercpu_time_millis_testing: 0.437, usercpu_time_millis_training: 3.797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9104, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -734.8948, mean_absolute_error: 0.0979, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9296, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.8256, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2127, root_relative_squared_error: 0.8747, scimark_benchmark: 1957.1747, usercpu_time_millis: 4.198, usercpu_time_millis_testing: 0.335, usercpu_time_millis_training: 3.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8336, f_measure: 0.9063, kb_relative_information_score: -1104.8103, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9366, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2315, root_relative_squared_error: 0.9517, scimark_benchmark: 1726.2445, usercpu_time_millis: 1.486, usercpu_time_millis_testing: 0.162, usercpu_time_millis_training: 1.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8263, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -1221.2922, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9412, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.9185, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2285, root_relative_squared_error: 0.9397, scimark_benchmark: 2101.1919, usercpu_time_millis: 1.822, usercpu_time_millis_testing: 0.099, usercpu_time_millis_training: 1.723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9244, kappa: 0.2304, kb_relative_information_score: -758.7544, mean_absolute_error: 0.0932, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9305, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7856, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2074, root_relative_squared_error: 0.8529, scimark_benchmark: 2018.3995, usercpu_time_millis: 99.966, usercpu_time_millis_testing: 1.516, usercpu_time_millis_training: 98.45,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8283, f_measure: 0.9063, kb_relative_information_score: -1508.6121, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9197, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2305, root_relative_squared_error: 0.9475, scimark_benchmark: 2053.5596, usercpu_time_millis: 46.911, usercpu_time_millis_testing: 0.974, usercpu_time_millis_training: 45.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9067, f_measure: 0.9262, kappa: 0.2497, kb_relative_information_score: -746.2158, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9335, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.789, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.8534, scimark_benchmark: 1964.5701, usercpu_time_millis: 35.125, usercpu_time_millis_testing: 1.052, usercpu_time_millis_training: 34.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9092, f_measure: 0.9255, kappa: 0.2374, kb_relative_information_score: -684.7935, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9365, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7899, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.854, scimark_benchmark: 2121.4625, usercpu_time_millis: 29.221, usercpu_time_millis_testing: 1.161, usercpu_time_millis_training: 28.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8787, f_measure: 0.91, kappa: 0.0584, kb_relative_information_score: -1010.5109, mean_absolute_error: 0.0976, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9048, predictive_accuracy: 0.9357, prior_entropy: 0.3411, recall: 0.9357, relative_absolute_error: 0.8225, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.9021, scimark_benchmark: 2086.69, usercpu_time_millis: 30.09, usercpu_time_millis_testing: 0.32, usercpu_time_millis_training: 29.77,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8201, f_measure: 0.9063, kb_relative_information_score: -1056.9531, mean_absolute_error: 0.1095, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9236, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.9496, scimark_benchmark: 1959.3852, usercpu_time_millis: 16.729, usercpu_time_millis_testing: 0.616, usercpu_time_millis_training: 16.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9035, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: -835.8909, mean_absolute_error: 0.1006, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9096, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8478, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2168, root_relative_squared_error: 0.8915, scimark_benchmark: 1964.8311, usercpu_time_millis: 12.024, usercpu_time_millis_testing: 1.304, usercpu_time_millis_training: 10.72,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8977, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -905.1693, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8407, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2153, root_relative_squared_error: 0.8853, scimark_benchmark: 2070.0244, usercpu_time_millis: 13.165, usercpu_time_millis_testing: 0.701, usercpu_time_millis_training: 12.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9098, f_measure: 0.9255, kappa: 0.2374, kb_relative_information_score: -698.4996, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9365, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.8519, scimark_benchmark: 1994.8416, usercpu_time_millis: 13.625, usercpu_time_millis_testing: 0.781, usercpu_time_millis_training: 12.844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8955, f_measure: 0.9063, kb_relative_information_score: -876.2216, mean_absolute_error: 0.1033, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8711, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.22, root_relative_squared_error: 0.9044, scimark_benchmark: 2063.6239, usercpu_time_millis: 7.869, usercpu_time_millis_testing: 0.928, usercpu_time_millis_training: 6.941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8949, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -992.9702, mean_absolute_error: 0.1008, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8495, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.8945, scimark_benchmark: 2017.412, usercpu_time_millis: 13.137, usercpu_time_millis_testing: 0.509, usercpu_time_millis_training: 12.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9025, f_measure: 0.9253, kappa: 0.2356, kb_relative_information_score: -729.6888, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9348, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7931, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.8559, scimark_benchmark: 1954.7194, usercpu_time_millis: 9.785, usercpu_time_millis_testing: 0.273, usercpu_time_millis_training: 9.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9148, f_measure: 0.9216, kappa: 0.1916, kb_relative_information_score: -549.4045, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9322, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.7732, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2065, root_relative_squared_error: 0.849, scimark_benchmark: 1733.6279, usercpu_time_millis: 4.239, usercpu_time_millis_testing: 0.302, usercpu_time_millis_training: 3.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8612, f_measure: 0.9063, kb_relative_information_score: -1157.9375, mean_absolute_error: 0.1073, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9049, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2269, root_relative_squared_error: 0.9327, scimark_benchmark: 1948.3943, usercpu_time_millis: 4.717, usercpu_time_millis_testing: 0.713, usercpu_time_millis_training: 4.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8668, f_measure: 0.9291, kappa: 0.3012, kb_relative_information_score: -770.331, mean_absolute_error: 0.0904, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9291, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7624, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2129, root_relative_squared_error: 0.8752, scimark_benchmark: 1735.1328, usercpu_time_millis: 3.5, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 3.417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.9063, kb_relative_information_score: 4.2859, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9968, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1730.4576, usercpu_time_millis: 2.404, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 2.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.9063, kb_relative_information_score: 3.5105, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9974, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 2070.4065, usercpu_time_millis: 2.919, usercpu_time_millis_testing: 0.493, usercpu_time_millis_training: 2.426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, f_measure: 0.9234, kappa: 0.2159, kb_relative_information_score: -654.0087, mean_absolute_error: 0.0932, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7861, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.8588, scimark_benchmark: 2090.532, usercpu_time_millis: 2.971, usercpu_time_millis_testing: 0.419, usercpu_time_millis_training: 2.552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.9063, kb_relative_information_score: 2.3291, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9973, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1996.4318, usercpu_time_millis: 2.104, usercpu_time_millis_testing: 0.266, usercpu_time_millis_training: 1.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.9063, kb_relative_information_score: 0.7353, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9972, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 2013.5093, usercpu_time_millis: 1.866, usercpu_time_millis_testing: 0.241, usercpu_time_millis_training: 1.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8866, f_measure: 0.9078, kappa: 0.0214, kb_relative_information_score: -1001.1808, mean_absolute_error: 0.0988, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9099, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.833, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2177, root_relative_squared_error: 0.895, scimark_benchmark: 2019.0974, usercpu_time_millis: 96.997, usercpu_time_millis_testing: 1.043, usercpu_time_millis_training: 95.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8954, f_measure: 0.9219, kappa: 0.1932, kb_relative_information_score: -869.3244, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9342, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.8153, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.8665, scimark_benchmark: 1734.5659, usercpu_time_millis: 75.754, usercpu_time_millis_testing: 0.845, usercpu_time_millis_training: 74.909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8909, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -957.5474, mean_absolute_error: 0.0983, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8289, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2158, root_relative_squared_error: 0.8874, scimark_benchmark: 2069.1714, usercpu_time_millis: 57.469, usercpu_time_millis_testing: 0.618, usercpu_time_millis_training: 56.851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8806, f_measure: 0.9088, kappa: 0.0399, kb_relative_information_score: -1002.8304, mean_absolute_error: 0.0977, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9042, predictive_accuracy: 0.9361, prior_entropy: 0.3411, recall: 0.9361, relative_absolute_error: 0.8239, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2189, root_relative_squared_error: 0.9, scimark_benchmark: 2067.0154, usercpu_time_millis: 63.557, usercpu_time_millis_testing: 0.75, usercpu_time_millis_training: 62.807,

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