OpenML
Supervised Classification on kr-vs-kp

Supervised Classification on kr-vs-kp

Task 145953 Supervised Classification kr-vs-kp 96152 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9257, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 409.417, mean_absolute_error: 0.4512, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9112, predictive_accuracy: 0.9043, prior_entropy: 0.9986, recall: 0.9043, relative_absolute_error: 0.9042, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4539, root_relative_squared_error: 0.9087, scimark_benchmark: 1324.4991, usercpu_time_millis: 0.79, usercpu_time_millis_testing: 0.377, usercpu_time_millis_training: 0.413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.954, kappa: 0.9078, kb_relative_information_score: 2599.5416, mean_absolute_error: 0.1064, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.954, predictive_accuracy: 0.954, prior_entropy: 0.9986, recall: 0.954, relative_absolute_error: 0.2132, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1882, root_relative_squared_error: 0.3768, scimark_benchmark: 1304.2413, usercpu_time_millis: 2.336, usercpu_time_millis_testing: 0.459, usercpu_time_millis_training: 1.877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6604, f_measure: 0.3583, kb_relative_information_score: 0.6362, mean_absolute_error: 0.4989, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9999, scimark_benchmark: 1325.3676, usercpu_time_millis: 0.966, usercpu_time_millis_testing: 0.511, usercpu_time_millis_training: 0.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6664, f_measure: 0.3583, kb_relative_information_score: 36.0012, mean_absolute_error: 0.4949, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 0.9918, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.9919, scimark_benchmark: 1323.8583, usercpu_time_millis: 0.737, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 0.374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1307.3372, usercpu_time_millis: 0.812, usercpu_time_millis_testing: 0.394, usercpu_time_millis_training: 0.418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9556, kappa: 0.911, kb_relative_information_score: 2543.6935, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9556, predictive_accuracy: 0.9556, prior_entropy: 0.9986, recall: 0.9556, relative_absolute_error: 0.2337, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1951, root_relative_squared_error: 0.3906, scimark_benchmark: 1322.9885, usercpu_time_millis: 1.746, usercpu_time_millis_testing: 0.408, usercpu_time_millis_training: 1.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1308.4032, usercpu_time_millis: 0.802, usercpu_time_millis_testing: 0.407, usercpu_time_millis_training: 0.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9465, kappa: 0.8927, kb_relative_information_score: 2474.9828, mean_absolute_error: 0.1296, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9467, predictive_accuracy: 0.9465, prior_entropy: 0.9986, recall: 0.9465, relative_absolute_error: 0.2597, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2029, root_relative_squared_error: 0.4062, scimark_benchmark: 1306.5279, usercpu_time_millis: 1.356, usercpu_time_millis_testing: 0.375, usercpu_time_millis_training: 0.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9496, kappa: 0.899, kb_relative_information_score: 2639.8215, mean_absolute_error: 0.0987, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9498, predictive_accuracy: 0.9496, prior_entropy: 0.9986, recall: 0.9496, relative_absolute_error: 0.1978, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.3715, scimark_benchmark: 1326.1669, usercpu_time_millis: 3.563, usercpu_time_millis_testing: 0.334, usercpu_time_millis_training: 3.229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8284, f_measure: 0.3583, kb_relative_information_score: 71.0738, mean_absolute_error: 0.4909, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 0.9838, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4916, root_relative_squared_error: 0.9842, scimark_benchmark: 1306.8667, usercpu_time_millis: 0.672, usercpu_time_millis_testing: 0.338, usercpu_time_millis_training: 0.334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1297.0137, usercpu_time_millis: 0.67, usercpu_time_millis_testing: 0.344, usercpu_time_millis_training: 0.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1291.0472, usercpu_time_millis: 0.789, usercpu_time_millis_testing: 0.384, usercpu_time_millis_training: 0.405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1321.5895, usercpu_time_millis: 0.951, usercpu_time_millis_testing: 0.463, usercpu_time_millis_training: 0.488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1318.0761, usercpu_time_millis: 0.763, usercpu_time_millis_testing: 0.389, usercpu_time_millis_training: 0.374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1617.039, mean_absolute_error: 0.2776, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.5564, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3101, root_relative_squared_error: 0.6208, scimark_benchmark: 1303.7369, usercpu_time_millis: 0.803, usercpu_time_millis_testing: 0.377, usercpu_time_millis_training: 0.426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1325.1975, usercpu_time_millis: 0.937, usercpu_time_millis_testing: 0.559, usercpu_time_millis_training: 0.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9496, kappa: 0.899, kb_relative_information_score: 2634.6704, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9498, predictive_accuracy: 0.9496, prior_entropy: 0.9986, recall: 0.9496, relative_absolute_error: 0.1998, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.3718, scimark_benchmark: 1327.071, usercpu_time_millis: 2.981, usercpu_time_millis_testing: 0.468, usercpu_time_millis_training: 2.513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9512, kappa: 0.9021, kb_relative_information_score: 2605.6147, mean_absolute_error: 0.1052, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9512, predictive_accuracy: 0.9512, prior_entropy: 0.9986, recall: 0.9512, relative_absolute_error: 0.2109, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1877, root_relative_squared_error: 0.3759, scimark_benchmark: 1329.1464, usercpu_time_millis: 2.02, usercpu_time_millis_testing: 0.43, usercpu_time_millis_training: 1.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1338.8316, usercpu_time_millis: 0.672, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 0.325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1289.0249, usercpu_time_millis: 0.709, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 0.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9468, kappa: 0.8933, kb_relative_information_score: 2493.2951, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.947, predictive_accuracy: 0.9468, prior_entropy: 0.9986, recall: 0.9468, relative_absolute_error: 0.2528, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.4039, scimark_benchmark: 1296.5024, usercpu_time_millis: 1.812, usercpu_time_millis_testing: 0.436, usercpu_time_millis_training: 1.376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1470.0827, mean_absolute_error: 0.301, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.6032, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3289, root_relative_squared_error: 0.6584, scimark_benchmark: 1311.7935, usercpu_time_millis: 0.744, usercpu_time_millis_testing: 0.355, usercpu_time_millis_training: 0.389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9496, kappa: 0.899, kb_relative_information_score: 2519.5051, mean_absolute_error: 0.1213, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9497, predictive_accuracy: 0.9496, prior_entropy: 0.9986, recall: 0.9496, relative_absolute_error: 0.2431, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.3955, scimark_benchmark: 1300.0034, usercpu_time_millis: 1.69, usercpu_time_millis_testing: 0.405, usercpu_time_millis_training: 1.285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1332.4705, usercpu_time_millis: 0.951, usercpu_time_millis_testing: 0.571, usercpu_time_millis_training: 0.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6664, f_measure: 0.3583, kb_relative_information_score: 21.2729, mean_absolute_error: 0.4966, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 0.9952, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9952, scimark_benchmark: 1329.5334, usercpu_time_millis: 0.785, usercpu_time_millis_testing: 0.411, usercpu_time_millis_training: 0.374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9628, kappa: 0.9254, kb_relative_information_score: 2753.45, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9628, predictive_accuracy: 0.9628, prior_entropy: 0.9986, recall: 0.9628, relative_absolute_error: 0.1553, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1715, root_relative_squared_error: 0.3433, scimark_benchmark: 1303.8939, usercpu_time_millis: 4.47, usercpu_time_millis_testing: 0.395, usercpu_time_millis_training: 4.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9471, kappa: 0.8939, kb_relative_information_score: 2573.8402, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9473, predictive_accuracy: 0.9471, prior_entropy: 0.9986, recall: 0.9471, relative_absolute_error: 0.2227, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1926, root_relative_squared_error: 0.3856, scimark_benchmark: 1326.4016, usercpu_time_millis: 2.129, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 1.772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8935, f_measure: 0.7009, kappa: 0.4396, kb_relative_information_score: 156.9461, mean_absolute_error: 0.4808, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.8208, predictive_accuracy: 0.7272, prior_entropy: 0.9986, recall: 0.7272, relative_absolute_error: 0.9635, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4821, root_relative_squared_error: 0.9652, scimark_benchmark: 1313.6637, usercpu_time_millis: 0.734, usercpu_time_millis_testing: 0.38, usercpu_time_millis_training: 0.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9716, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1474.7325, mean_absolute_error: 0.2998, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.6008, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3303, root_relative_squared_error: 0.6612, scimark_benchmark: 1326.099, usercpu_time_millis: 0.77, usercpu_time_millis_testing: 0.381, usercpu_time_millis_training: 0.389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9398, kappa: 0.8794, kb_relative_information_score: 2112.1641, mean_absolute_error: 0.1944, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9409, predictive_accuracy: 0.9399, prior_entropy: 0.9986, recall: 0.9399, relative_absolute_error: 0.3896, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.25, root_relative_squared_error: 0.5005, scimark_benchmark: 1319.7415, usercpu_time_millis: 1.038, usercpu_time_millis_testing: 0.458, usercpu_time_millis_training: 0.58,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.937, kappa: 0.8737, kb_relative_information_score: 1087.3627, mean_absolute_error: 0.3588, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9383, predictive_accuracy: 0.9371, prior_entropy: 0.9986, recall: 0.9371, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3751, root_relative_squared_error: 0.7509, scimark_benchmark: 1327.5188, usercpu_time_millis: 0.702, usercpu_time_millis_testing: 0.344, usercpu_time_millis_training: 0.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9358, kappa: 0.8713, kb_relative_information_score: 1610.6729, mean_absolute_error: 0.2778, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9362, predictive_accuracy: 0.9359, prior_entropy: 0.9986, recall: 0.9359, relative_absolute_error: 0.5567, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3103, root_relative_squared_error: 0.6211, scimark_benchmark: 1297.0089, usercpu_time_millis: 0.783, usercpu_time_millis_testing: 0.337, usercpu_time_millis_training: 0.446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1315.0493, usercpu_time_millis: 0.684, usercpu_time_millis_testing: 0.342, usercpu_time_millis_training: 0.342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9643, kappa: 0.9286, kb_relative_information_score: 2781.9953, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9644, predictive_accuracy: 0.9643, prior_entropy: 0.9986, recall: 0.9643, relative_absolute_error: 0.1446, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1685, root_relative_squared_error: 0.3373, scimark_benchmark: 1296.2411, usercpu_time_millis: 3.527, usercpu_time_millis_testing: 0.376, usercpu_time_millis_training: 3.151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9687, kappa: 0.9373, kb_relative_information_score: 2829.2576, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9687, predictive_accuracy: 0.9687, prior_entropy: 0.9986, recall: 0.9687, relative_absolute_error: 0.1269, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1633, root_relative_squared_error: 0.3269, scimark_benchmark: 1317.4166, usercpu_time_millis: 5.436, usercpu_time_millis_testing: 0.348, usercpu_time_millis_training: 5.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1311.9414, usercpu_time_millis: 0.646, usercpu_time_millis_testing: 0.327, usercpu_time_millis_training: 0.319,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1315.6518, usercpu_time_millis: 0.756, usercpu_time_millis_testing: 0.408, usercpu_time_millis_training: 0.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1301.8105, usercpu_time_millis: 0.77, usercpu_time_millis_testing: 0.401, usercpu_time_millis_training: 0.369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1325.7923, usercpu_time_millis: 0.675, usercpu_time_millis_testing: 0.339, usercpu_time_millis_training: 0.336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9543, kappa: 0.9085, kb_relative_information_score: 2589.6713, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9543, predictive_accuracy: 0.9543, prior_entropy: 0.9986, recall: 0.9543, relative_absolute_error: 0.2169, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.379, scimark_benchmark: 1309.3108, usercpu_time_millis: 1.669, usercpu_time_millis_testing: 0.395, usercpu_time_millis_training: 1.274,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.964, kappa: 0.9279, kb_relative_information_score: 2801.3226, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9641, predictive_accuracy: 0.964, prior_entropy: 0.9986, recall: 0.964, relative_absolute_error: 0.1374, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1659, root_relative_squared_error: 0.3322, scimark_benchmark: 1306.256, usercpu_time_millis: 6.521, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 6.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1396.0069, mean_absolute_error: 0.3113, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.6238, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3404, root_relative_squared_error: 0.6815, scimark_benchmark: 1314.4013, usercpu_time_millis: 0.782, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 0.42,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1299.2212, usercpu_time_millis: 0.742, usercpu_time_millis_testing: 0.388, usercpu_time_millis_training: 0.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2456.2704, mean_absolute_error: 0.1329, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9494, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.2664, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.4101, scimark_benchmark: 1298.9762, usercpu_time_millis: 1.248, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 0.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9392, kappa: 0.8781, kb_relative_information_score: 2242.7206, mean_absolute_error: 0.1714, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9403, predictive_accuracy: 0.9393, prior_entropy: 0.9986, recall: 0.9393, relative_absolute_error: 0.3435, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2361, root_relative_squared_error: 0.4726, scimark_benchmark: 1328.9821, usercpu_time_millis: 1.402, usercpu_time_millis_testing: 0.343, usercpu_time_millis_training: 1.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1292.2263, usercpu_time_millis: 0.736, usercpu_time_millis_testing: 0.381, usercpu_time_millis_training: 0.355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1303.8382, usercpu_time_millis: 0.711, usercpu_time_millis_testing: 0.366, usercpu_time_millis_training: 0.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1308.6447, usercpu_time_millis: 0.671, usercpu_time_millis_testing: 0.343, usercpu_time_millis_training: 0.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1320.2277, usercpu_time_millis: 0.734, usercpu_time_millis_testing: 0.391, usercpu_time_millis_training: 0.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1324.2933, usercpu_time_millis: 0.684, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 0.334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.944, kappa: 0.8877, kb_relative_information_score: 2189.4372, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9441, predictive_accuracy: 0.944, prior_entropy: 0.9986, recall: 0.944, relative_absolute_error: 0.3608, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2389, root_relative_squared_error: 0.4782, scimark_benchmark: 1304.4722, usercpu_time_millis: 1.044, usercpu_time_millis_testing: 0.373, usercpu_time_millis_training: 0.671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1335.8704, usercpu_time_millis: 0.665, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 0.313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1315.6193, usercpu_time_millis: 0.862, usercpu_time_millis_testing: 0.382, usercpu_time_millis_training: 0.48,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1636.2739, mean_absolute_error: 0.2744, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.5499, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3101, root_relative_squared_error: 0.6208, scimark_benchmark: 1328.6246, usercpu_time_millis: 0.937, usercpu_time_millis_testing: 0.491, usercpu_time_millis_training: 0.446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9392, kappa: 0.8781, kb_relative_information_score: 1991.4944, mean_absolute_error: 0.2154, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9403, predictive_accuracy: 0.9393, prior_entropy: 0.9986, recall: 0.9393, relative_absolute_error: 0.4316, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2648, root_relative_squared_error: 0.5302, scimark_benchmark: 1329.4225, usercpu_time_millis: 0.863, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 0.501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1301.4019, usercpu_time_millis: 0.703, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 0.344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1327.3158, usercpu_time_millis: 0.7, usercpu_time_millis_testing: 0.36, usercpu_time_millis_training: 0.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1326.9871, usercpu_time_millis: 0.789, usercpu_time_millis_testing: 0.461, usercpu_time_millis_training: 0.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1319.7963, usercpu_time_millis: 0.715, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 0.368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.944, kappa: 0.8877, kb_relative_information_score: 2176.7888, mean_absolute_error: 0.1826, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9441, predictive_accuracy: 0.944, prior_entropy: 0.9986, recall: 0.944, relative_absolute_error: 0.3659, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2398, root_relative_squared_error: 0.4802, scimark_benchmark: 1317.247, usercpu_time_millis: 1.164, usercpu_time_millis_testing: 0.39, usercpu_time_millis_training: 0.774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1302.3293, usercpu_time_millis: 0.673, usercpu_time_millis_testing: 0.343, usercpu_time_millis_training: 0.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9553, kappa: 0.9103, kb_relative_information_score: 2581.2343, mean_absolute_error: 0.1098, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9553, predictive_accuracy: 0.9553, prior_entropy: 0.9986, recall: 0.9553, relative_absolute_error: 0.22, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1903, root_relative_squared_error: 0.3811, scimark_benchmark: 1327.0164, usercpu_time_millis: 1.745, usercpu_time_millis_testing: 0.385, usercpu_time_millis_training: 1.36,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9483, kappa: 0.8965, kb_relative_information_score: 2601.2593, mean_absolute_error: 0.106, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9485, predictive_accuracy: 0.9484, prior_entropy: 0.9986, recall: 0.9484, relative_absolute_error: 0.2124, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.3789, scimark_benchmark: 1320.5062, usercpu_time_millis: 2.29, usercpu_time_millis_testing: 0.365, usercpu_time_millis_training: 1.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9565, kappa: 0.9129, kb_relative_information_score: 2610.0687, mean_absolute_error: 0.1043, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9565, predictive_accuracy: 0.9565, prior_entropy: 0.9986, recall: 0.9565, relative_absolute_error: 0.209, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1876, root_relative_squared_error: 0.3756, scimark_benchmark: 1306.5643, usercpu_time_millis: 2.3, usercpu_time_millis_testing: 0.629, usercpu_time_millis_training: 1.671,

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

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From your own software

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

OpenML APIs