Task
Supervised Classification on optdigits

Supervised Classification on optdigits

Task 28 Supervised Classification optdigits 21750 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_50 study_7 study_70 study_98 study_99 under100k under1m
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21750 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9665, f_measure: 0.9399, kappa: 0.933, kb_relative_information_score: 0.937, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9407, predictive_accuracy: 0.9397, prior_entropy: 3.3218, recall: 0.9397, relative_absolute_error: 0.067, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.3661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6781, f_measure: 0.0882, kappa: 0.1083, kb_relative_information_score: 1085.8473, mean_absolute_error: 0.1688, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.0578, predictive_accuracy: 0.1975, prior_entropy: 3.3218, recall: 0.1975, relative_absolute_error: 0.9378, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2905, root_relative_squared_error: 0.9684, scimark_benchmark: 912.3681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5647, f_measure: 0.0501, kappa: 0.021, kb_relative_information_score: 466.4228, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.3851, predictive_accuracy: 0.1206, prior_entropy: 3.3218, recall: 0.1206, relative_absolute_error: 0.9944, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.305, root_relative_squared_error: 1.0168, scimark_benchmark: 951.1828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9535, kappa: 0.9484, kb_relative_information_score: 5188.3303, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9536, predictive_accuracy: 0.9536, prior_entropy: 3.3218, recall: 0.9536, relative_absolute_error: 0.1334, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.3147, scimark_benchmark: 898.2984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9741, kappa: 0.9711, kb_relative_information_score: 1680.3102, mean_absolute_error: 0.1602, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9744, predictive_accuracy: 0.974, prior_entropy: 3.3218, recall: 0.974, relative_absolute_error: 0.8898, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2724, root_relative_squared_error: 0.9079, scimark_benchmark: 949.7684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9918, kappa: 0.9909, kb_relative_information_score: 1687.8115, mean_absolute_error: 0.1601, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9919, predictive_accuracy: 0.9918, prior_entropy: 3.3218, recall: 0.9918, relative_absolute_error: 0.8892, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2723, root_relative_squared_error: 0.9075, scimark_benchmark: 948.8713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9786, kappa: 0.9763, kb_relative_information_score: 5105.6396, mean_absolute_error: 0.0323, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9786, predictive_accuracy: 0.9786, prior_entropy: 3.3218, recall: 0.9786, relative_absolute_error: 0.1793, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0887, root_relative_squared_error: 0.2957, scimark_benchmark: 939.9201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.9145, kappa: 0.9045, kb_relative_information_score: 5130.2335, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9167, predictive_accuracy: 0.9141, prior_entropy: 3.3218, recall: 0.9141, relative_absolute_error: 0.0971, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1266, root_relative_squared_error: 0.4221, scimark_benchmark: 944.1357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9101, kappa: 0.9004, kb_relative_information_score: 5030.5101, mean_absolute_error: 0.031, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9123, predictive_accuracy: 0.9103, prior_entropy: 3.3218, recall: 0.9103, relative_absolute_error: 0.1721, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.122, root_relative_squared_error: 0.4067, scimark_benchmark: 946.729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9495, kappa: 0.9439, kb_relative_information_score: 5098.6554, mean_absolute_error: 0.0293, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9496, predictive_accuracy: 0.9495, prior_entropy: 3.3218, recall: 0.9495, relative_absolute_error: 0.1627, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0968, root_relative_squared_error: 0.3228, scimark_benchmark: 946.2955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9757, kappa: 0.9723, kb_relative_information_score: 0.9739, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9777, predictive_accuracy: 0.9751, prior_entropy: 3.3218, recall: 0.9751, relative_absolute_error: 0.0277, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0706, root_relative_squared_error: 0.2353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9886, kappa: 0.9873, kb_relative_information_score: 0.9881, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9887, predictive_accuracy: 0.9886, prior_entropy: 3.3218, recall: 0.9886, relative_absolute_error: 0.0127, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0477, root_relative_squared_error: 0.1591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9815, kappa: 0.9794, kb_relative_information_score: 0.9806, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9815, predictive_accuracy: 0.9815, prior_entropy: 3.3218, recall: 0.9815, relative_absolute_error: 0.0206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0608, root_relative_squared_error: 0.2028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9738, f_measure: 0.9553, kappa: 0.9476, kb_relative_information_score: 0.9507, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9631, predictive_accuracy: 0.9528, prior_entropy: 3.3218, recall: 0.9528, relative_absolute_error: 0.0524, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0971, root_relative_squared_error: 0.3237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9879, kappa: 0.9866, kb_relative_information_score: 0.9873, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9879, predictive_accuracy: 0.9879, prior_entropy: 3.3218, recall: 0.9879, relative_absolute_error: 0.0134, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0492, root_relative_squared_error: 0.164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.984, kappa: 0.9822, kb_relative_information_score: 0.9832, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.984, predictive_accuracy: 0.984, prior_entropy: 3.3218, recall: 0.984, relative_absolute_error: 0.0178, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0566, root_relative_squared_error: 0.1886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9865, kappa: 0.985, kb_relative_information_score: 0.9859, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9868, predictive_accuracy: 0.9865, prior_entropy: 3.3218, recall: 0.9865, relative_absolute_error: 0.015, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.052, root_relative_squared_error: 0.1734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9865, kappa: 0.985, kb_relative_information_score: 0.9859, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9868, predictive_accuracy: 0.9865, prior_entropy: 3.3218, recall: 0.9865, relative_absolute_error: 0.015, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.052, root_relative_squared_error: 0.1734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9859, kappa: 0.9844, kb_relative_information_score: 0.9853, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.986, predictive_accuracy: 0.9859, prior_entropy: 3.3218, recall: 0.9859, relative_absolute_error: 0.0156, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.053, root_relative_squared_error: 0.1767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9883, kappa: 0.987, kb_relative_information_score: 0.9877, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9883, predictive_accuracy: 0.9883, prior_entropy: 3.3218, recall: 0.9883, relative_absolute_error: 0.013, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0485, root_relative_squared_error: 0.1615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9918, kappa: 0.9909, kb_relative_information_score: 0.9914, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9918, predictive_accuracy: 0.9918, prior_entropy: 3.3218, recall: 0.9918, relative_absolute_error: 0.0091, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0405, root_relative_squared_error: 0.1349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9895, kappa: 0.9883, kb_relative_information_score: 0.989, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9895, predictive_accuracy: 0.9895, prior_entropy: 3.3218, recall: 0.9895, relative_absolute_error: 0.0117, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0458, root_relative_squared_error: 0.1527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9876, kappa: 0.9862, kb_relative_information_score: 0.987, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 3.3218, recall: 0.9875, relative_absolute_error: 0.0138, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0499, root_relative_squared_error: 0.1664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9806, kappa: 0.9784, kb_relative_information_score: 0.9797, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9807, predictive_accuracy: 0.9806, prior_entropy: 3.3218, recall: 0.9806, relative_absolute_error: 0.0216, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0623, root_relative_squared_error: 0.2076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.9176, kappa: 0.9025, kb_relative_information_score: 0.9084, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9352, predictive_accuracy: 0.9123, prior_entropy: 3.3218, recall: 0.9123, relative_absolute_error: 0.0975, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1325, root_relative_squared_error: 0.4415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9546, f_measure: 0.9224, kappa: 0.9093, kb_relative_information_score: 0.9147, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9367, predictive_accuracy: 0.9183, prior_entropy: 3.3218, recall: 0.9183, relative_absolute_error: 0.0907, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1278, root_relative_squared_error: 0.426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5077, kappa: 0.0155, kb_relative_information_score: 0.0744, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1157, prior_entropy: 3.3218, recall: 0.1157, relative_absolute_error: 0.9826, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4206, root_relative_squared_error: 1.4019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9881, kappa: 0.9868, kb_relative_information_score: 0.9875, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9882, predictive_accuracy: 0.9881, prior_entropy: 3.3218, recall: 0.9881, relative_absolute_error: 0.0132, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0488, root_relative_squared_error: 0.1628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8832, f_measure: 0.8007, kappa: 0.7665, kb_relative_information_score: 0.7802, mean_absolute_error: 0.042, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.8317, predictive_accuracy: 0.7899, prior_entropy: 3.3218, recall: 0.7899, relative_absolute_error: 0.2335, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.205, root_relative_squared_error: 0.6834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9765, kappa: 0.9735, kb_relative_information_score: 0.9751, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9776, predictive_accuracy: 0.9762, prior_entropy: 3.3218, recall: 0.9762, relative_absolute_error: 0.0265, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0691, root_relative_squared_error: 0.2302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8952, f_measure: 0.8102, kappa: 0.7904, kb_relative_information_score: 0.8028, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.8215, predictive_accuracy: 0.8114, prior_entropy: 3.3218, recall: 0.8114, relative_absolute_error: 0.2096, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1942, root_relative_squared_error: 0.6474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9842, kappa: 0.9824, kb_relative_information_score: 0.9834, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9842, predictive_accuracy: 0.9842, prior_entropy: 3.3218, recall: 0.9842, relative_absolute_error: 0.0176, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0563, root_relative_squared_error: 0.1876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9858, kappa: 0.9842, kb_relative_information_score: 0.9851, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9858, predictive_accuracy: 0.9858, prior_entropy: 3.3218, recall: 0.9858, relative_absolute_error: 0.0158, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0534, root_relative_squared_error: 0.1779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9865, kappa: 0.985, kb_relative_information_score: 0.9859, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9868, predictive_accuracy: 0.9865, prior_entropy: 3.3218, recall: 0.9865, relative_absolute_error: 0.015, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.052, root_relative_squared_error: 0.1734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9804, kappa: 0.9783, kb_relative_information_score: 0.9795, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9805, predictive_accuracy: 0.9804, prior_entropy: 3.3218, recall: 0.9804, relative_absolute_error: 0.0217, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0626, root_relative_squared_error: 0.2086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9691, kappa: 0.9656, kb_relative_information_score: 0.9676, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9693, predictive_accuracy: 0.969, prior_entropy: 3.3218, recall: 0.969, relative_absolute_error: 0.0344, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0787, root_relative_squared_error: 0.2623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.984, kappa: 0.9822, kb_relative_information_score: 0.9833, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.984, predictive_accuracy: 0.984, prior_entropy: 3.3218, recall: 0.984, relative_absolute_error: 0.0178, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0566, root_relative_squared_error: 0.1886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9611, kappa: 0.9567, kb_relative_information_score: 0.9592, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9616, predictive_accuracy: 0.961, prior_entropy: 3.3218, recall: 0.961, relative_absolute_error: 0.0433, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0883, root_relative_squared_error: 0.2943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9865, kappa: 0.985, kb_relative_information_score: 0.9859, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9868, predictive_accuracy: 0.9865, prior_entropy: 3.3218, recall: 0.9865, relative_absolute_error: 0.015, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.052, root_relative_squared_error: 0.1734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9641, kappa: 0.9601, kb_relative_information_score: 0.9624, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9645, predictive_accuracy: 0.9641, prior_entropy: 3.3218, recall: 0.9641, relative_absolute_error: 0.0399, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0848, root_relative_squared_error: 0.2826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9831, kappa: 0.9812, kb_relative_information_score: 0.9823, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9832, predictive_accuracy: 0.9831, prior_entropy: 3.3218, recall: 0.9831, relative_absolute_error: 0.0188, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0581, root_relative_squared_error: 0.1938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9865, kappa: 0.985, kb_relative_information_score: 0.9859, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9865, predictive_accuracy: 0.9865, prior_entropy: 3.3218, recall: 0.9865, relative_absolute_error: 0.015, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.052, root_relative_squared_error: 0.1734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5052, kappa: 0.0103, kb_relative_information_score: 0.0696, mean_absolute_error: 0.1778, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.111, prior_entropy: 3.3218, recall: 0.111, relative_absolute_error: 0.9878, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4217, root_relative_squared_error: 1.4055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9811, kappa: 0.979, kb_relative_information_score: 0.9803, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9812, predictive_accuracy: 0.9811, prior_entropy: 3.3218, recall: 0.9811, relative_absolute_error: 0.021, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0614, root_relative_squared_error: 0.2047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.504, kappa: 0.0079, kb_relative_information_score: 0.0674, mean_absolute_error: 0.1782, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1089, prior_entropy: 3.3218, recall: 0.1089, relative_absolute_error: 0.9901, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4222, root_relative_squared_error: 1.4072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9865, kappa: 0.985, kb_relative_information_score: 0.9859, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9865, predictive_accuracy: 0.9865, prior_entropy: 3.3218, recall: 0.9865, relative_absolute_error: 0.015, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.052, root_relative_squared_error: 0.1734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9824, kappa: 0.9804, kb_relative_information_score: 0.9816, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9824, predictive_accuracy: 0.9824, prior_entropy: 3.3218, recall: 0.9824, relative_absolute_error: 0.0196, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0594, root_relative_squared_error: 0.1979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9918, kappa: 0.9909, kb_relative_information_score: 0.9914, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9919, predictive_accuracy: 0.9918, prior_entropy: 3.3218, recall: 0.9918, relative_absolute_error: 0.0091, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0405, root_relative_squared_error: 0.1349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9849, kappa: 0.9832, kb_relative_information_score: 0.9842, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9849, predictive_accuracy: 0.9849, prior_entropy: 3.3218, recall: 0.9849, relative_absolute_error: 0.0168, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.055, root_relative_squared_error: 0.1833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.984, kappa: 0.9822, kb_relative_information_score: 0.9833, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9841, predictive_accuracy: 0.984, prior_entropy: 3.3218, recall: 0.984, relative_absolute_error: 0.0178, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0566, root_relative_squared_error: 0.1886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9863, kappa: 0.9848, kb_relative_information_score: 0.9857, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9864, predictive_accuracy: 0.9863, prior_entropy: 3.3218, recall: 0.9863, relative_absolute_error: 0.0152, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0523, root_relative_squared_error: 0.1745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9836, kappa: 0.9818, kb_relative_information_score: 0.9829, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9837, predictive_accuracy: 0.9836, prior_entropy: 3.3218, recall: 0.9836, relative_absolute_error: 0.0182, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0572, root_relative_squared_error: 0.1907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9808, kappa: 0.9786, kb_relative_information_score: 0.9799, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9809, predictive_accuracy: 0.9808, prior_entropy: 3.3218, recall: 0.9808, relative_absolute_error: 0.0214, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.062, root_relative_squared_error: 0.2067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9865, kappa: 0.985, kb_relative_information_score: 0.9859, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9868, predictive_accuracy: 0.9865, prior_entropy: 3.3218, recall: 0.9865, relative_absolute_error: 0.015, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.052, root_relative_squared_error: 0.1734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.9605, kappa: 0.9559, kb_relative_information_score: 0.9585, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9612, predictive_accuracy: 0.9603, prior_entropy: 3.3218, recall: 0.9603, relative_absolute_error: 0.0441, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.2969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9747, kappa: 0.9719, kb_relative_information_score: 0.9736, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9749, predictive_accuracy: 0.9747, prior_entropy: 3.3218, recall: 0.9747, relative_absolute_error: 0.0281, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0711, root_relative_squared_error: 0.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5075, kappa: 0.0151, kb_relative_information_score: 0.074, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1153, prior_entropy: 3.3218, recall: 0.1153, relative_absolute_error: 0.983, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4206, root_relative_squared_error: 1.4021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9803, kappa: 0.9781, kb_relative_information_score: 0.9793, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9804, predictive_accuracy: 0.9802, prior_entropy: 3.3218, recall: 0.9802, relative_absolute_error: 0.0219, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0629, root_relative_squared_error: 0.2095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.9306, kappa: 0.9227, kb_relative_information_score: 0.9273, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9313, predictive_accuracy: 0.9304, prior_entropy: 3.3218, recall: 0.9304, relative_absolute_error: 0.0773, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.118, root_relative_squared_error: 0.3932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9899, kappa: 0.9887, kb_relative_information_score: 0.9894, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9899, predictive_accuracy: 0.9899, prior_entropy: 3.3218, recall: 0.9899, relative_absolute_error: 0.0113, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.045, root_relative_squared_error: 0.1501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5109, kappa: 0.0218, kb_relative_information_score: 0.0803, mean_absolute_error: 0.1757, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1214, prior_entropy: 3.3218, recall: 0.1214, relative_absolute_error: 0.9763, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4192, root_relative_squared_error: 1.3973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9895, kappa: 0.9883, kb_relative_information_score: 0.989, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9896, predictive_accuracy: 0.9895, prior_entropy: 3.3218, recall: 0.9895, relative_absolute_error: 0.0117, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0458, root_relative_squared_error: 0.1527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9916, kappa: 0.9907, kb_relative_information_score: 0.9913, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9917, predictive_accuracy: 0.9916, prior_entropy: 3.3218, recall: 0.9916, relative_absolute_error: 0.0093, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0409, root_relative_squared_error: 0.1363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.506, kappa: 0.0121, kb_relative_information_score: 0.0713, mean_absolute_error: 0.1775, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1126, prior_entropy: 3.3218, recall: 0.1126, relative_absolute_error: 0.986, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4213, root_relative_squared_error: 1.4043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.984, kappa: 0.9822, kb_relative_information_score: 0.9832, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9841, predictive_accuracy: 0.984, prior_entropy: 3.3218, recall: 0.984, relative_absolute_error: 0.0178, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0566, root_relative_squared_error: 0.1886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, kappa: 0.0004, kb_relative_information_score: 0.0604, mean_absolute_error: 0.1796, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1021, prior_entropy: 3.3218, recall: 0.1021, relative_absolute_error: 0.9976, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4238, root_relative_squared_error: 1.4125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9875, kappa: 0.9862, kb_relative_information_score: 0.987, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9876, predictive_accuracy: 0.9875, prior_entropy: 3.3218, recall: 0.9875, relative_absolute_error: 0.0138, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0499, root_relative_squared_error: 0.1664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.987, kappa: 0.9856, kb_relative_information_score: 0.9864, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9872, predictive_accuracy: 0.987, prior_entropy: 3.3218, recall: 0.987, relative_absolute_error: 0.0144, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.051, root_relative_squared_error: 0.1699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9897, kappa: 0.9885, kb_relative_information_score: 0.9892, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9897, predictive_accuracy: 0.9897, prior_entropy: 3.3218, recall: 0.9897, relative_absolute_error: 0.0115, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0454, root_relative_squared_error: 0.1514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8431, f_measure: 0.7308, kappa: 0.6864, kb_relative_information_score: 0.7049, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.7642, predictive_accuracy: 0.7178, prior_entropy: 3.3218, recall: 0.7178, relative_absolute_error: 0.3136, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2376, root_relative_squared_error: 0.7919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9837, kappa: 0.9818, kb_relative_information_score: 0.9829, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9842, predictive_accuracy: 0.9836, prior_entropy: 3.3218, recall: 0.9836, relative_absolute_error: 0.0182, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0572, root_relative_squared_error: 0.1907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9687, f_measure: 0.9439, kappa: 0.9373, kb_relative_information_score: 0.941, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9451, predictive_accuracy: 0.9436, prior_entropy: 3.3218, recall: 0.9436, relative_absolute_error: 0.0627, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1062, root_relative_squared_error: 0.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.9302, kappa: 0.9219, kb_relative_information_score: 0.9265, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9321, predictive_accuracy: 0.9297, prior_entropy: 3.3218, recall: 0.9297, relative_absolute_error: 0.0781, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1186, root_relative_squared_error: 0.3952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9672, kappa: 0.9634, kb_relative_information_score: 0.9656, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9675, predictive_accuracy: 0.9671, prior_entropy: 3.3218, recall: 0.9671, relative_absolute_error: 0.0366, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0811, root_relative_squared_error: 0.2705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9875, kappa: 0.9862, kb_relative_information_score: 0.987, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9876, predictive_accuracy: 0.9875, prior_entropy: 3.3218, recall: 0.9875, relative_absolute_error: 0.0138, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0499, root_relative_squared_error: 0.1664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.987, kappa: 0.9856, kb_relative_information_score: 0.9864, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9872, predictive_accuracy: 0.987, prior_entropy: 3.3218, recall: 0.987, relative_absolute_error: 0.0144, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.051, root_relative_squared_error: 0.1699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9829, kappa: 0.9808, kb_relative_information_score: 0.9819, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9836, predictive_accuracy: 0.9827, prior_entropy: 3.3218, recall: 0.9827, relative_absolute_error: 0.0192, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0588, root_relative_squared_error: 0.1958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9809, kappa: 0.9784, kb_relative_information_score: 0.9797, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9818, predictive_accuracy: 0.9806, prior_entropy: 3.3218, recall: 0.9806, relative_absolute_error: 0.0216, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0623, root_relative_squared_error: 0.2076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7633, f_measure: 0.6297, kappa: 0.5263, kb_relative_information_score: 0.5541, mean_absolute_error: 0.0853, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9004, predictive_accuracy: 0.5733, prior_entropy: 3.3218, recall: 0.5733, relative_absolute_error: 0.4741, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2921, root_relative_squared_error: 0.9738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.989, kappa: 0.9877, kb_relative_information_score: 0.9885, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 3.3218, recall: 0.989, relative_absolute_error: 0.0123, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.047, root_relative_squared_error: 0.1566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.97, f_measure: 0.9462, kappa: 0.9401, kb_relative_information_score: 0.9437, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9467, predictive_accuracy: 0.9461, prior_entropy: 3.3218, recall: 0.9461, relative_absolute_error: 0.0599, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1038, root_relative_squared_error: 0.3461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9633, f_measure: 0.9341, kappa: 0.9266, kb_relative_information_score: 0.931, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9346, predictive_accuracy: 0.934, prior_entropy: 3.3218, recall: 0.934, relative_absolute_error: 0.0734, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1149, root_relative_squared_error: 0.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9859, kappa: 0.9844, kb_relative_information_score: 0.9853, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.986, predictive_accuracy: 0.9859, prior_entropy: 3.3218, recall: 0.9859, relative_absolute_error: 0.0156, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.053, root_relative_squared_error: 0.1767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5009, kappa: 0.0018, kb_relative_information_score: 0.0616, mean_absolute_error: 0.1793, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1034, prior_entropy: 3.3218, recall: 0.1034, relative_absolute_error: 0.9963, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4235, root_relative_squared_error: 1.4116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9892, kappa: 0.9879, kb_relative_information_score: 0.9887, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9892, predictive_accuracy: 0.9891, prior_entropy: 3.3218, recall: 0.9891, relative_absolute_error: 0.0121, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0466, root_relative_squared_error: 0.1553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9879, kappa: 0.9866, kb_relative_information_score: 0.9873, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.988, predictive_accuracy: 0.9879, prior_entropy: 3.3218, recall: 0.9879, relative_absolute_error: 0.0134, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0492, root_relative_squared_error: 0.164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.971, kappa: 0.9678, kb_relative_information_score: 1677.9014, mean_absolute_error: 0.1602, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9713, predictive_accuracy: 0.971, prior_entropy: 3.3218, recall: 0.971, relative_absolute_error: 0.89, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2723, root_relative_squared_error: 0.9078, scimark_benchmark: 944.8983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9785, kappa: 0.9761, kb_relative_information_score: 0.9775, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9786, predictive_accuracy: 0.9785, prior_entropy: 3.3218, recall: 0.9785, relative_absolute_error: 0.0239, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.2187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9817, kappa: 0.9794, kb_relative_information_score: 0.9807, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9825, predictive_accuracy: 0.9815, prior_entropy: 3.3218, recall: 0.9815, relative_absolute_error: 0.0206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0608, root_relative_squared_error: 0.2028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9838, kappa: 0.9818, kb_relative_information_score: 0.9829, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9843, predictive_accuracy: 0.9836, prior_entropy: 3.3218, recall: 0.9836, relative_absolute_error: 0.0182, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0572, root_relative_squared_error: 0.1907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, f_measure: 0.7676, kappa: 0.7378, kb_relative_information_score: 0.7534, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.7787, predictive_accuracy: 0.7641, prior_entropy: 3.3218, recall: 0.7641, relative_absolute_error: 0.2622, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2172, root_relative_squared_error: 0.7241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5062, kappa: 0.0125, kb_relative_information_score: 0.0717, mean_absolute_error: 0.1774, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.113, prior_entropy: 3.3218, recall: 0.113, relative_absolute_error: 0.9856, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4212, root_relative_squared_error: 1.404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9861, kappa: 0.9846, kb_relative_information_score: 0.9855, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9861, predictive_accuracy: 0.9861, prior_entropy: 3.3218, recall: 0.9861, relative_absolute_error: 0.0154, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0527, root_relative_squared_error: 0.1756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9785, kappa: 0.9761, kb_relative_information_score: 0.9775, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9786, predictive_accuracy: 0.9785, prior_entropy: 3.3218, recall: 0.9785, relative_absolute_error: 0.0239, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.2187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9865, kappa: 0.985, kb_relative_information_score: 0.9859, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9865, predictive_accuracy: 0.9865, prior_entropy: 3.3218, recall: 0.9865, relative_absolute_error: 0.015, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.052, root_relative_squared_error: 0.1734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9785, kappa: 0.9761, kb_relative_information_score: 0.9775, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9786, predictive_accuracy: 0.9785, prior_entropy: 3.3218, recall: 0.9785, relative_absolute_error: 0.0239, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.2187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9785, kappa: 0.9757, kb_relative_information_score: 0.9771, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.98, predictive_accuracy: 0.9781, prior_entropy: 3.3218, recall: 0.9781, relative_absolute_error: 0.0243, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0662, root_relative_squared_error: 0.2205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9884, kappa: 0.9871, kb_relative_information_score: 0.9879, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9885, predictive_accuracy: 0.9884, prior_entropy: 3.3218, recall: 0.9884, relative_absolute_error: 0.0129, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0481, root_relative_squared_error: 0.1603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.9361, kappa: 0.9282, kb_relative_information_score: 0.9325, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9387, predictive_accuracy: 0.9354, prior_entropy: 3.3218, recall: 0.9354, relative_absolute_error: 0.0718, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1137, root_relative_squared_error: 0.3789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9865, kappa: 0.985, kb_relative_information_score: 0.9859, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9865, predictive_accuracy: 0.9865, prior_entropy: 3.3218, recall: 0.9865, relative_absolute_error: 0.015, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.052, root_relative_squared_error: 0.1734,

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

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

OpenML APIs