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: 0.499, 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: 1305.4701, usercpu_time_millis: 0.697, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 0.338,
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: 1312.5762, usercpu_time_millis: 1.079, usercpu_time_millis_testing: 0.479, usercpu_time_millis_training: 0.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9279, kappa: 0.8555, kb_relative_information_score: 1571.6359, mean_absolute_error: 0.2832, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9287, predictive_accuracy: 0.928, prior_entropy: 0.9986, recall: 0.928, relative_absolute_error: 0.5675, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3161, root_relative_squared_error: 0.6327, scimark_benchmark: 1328.8809, usercpu_time_millis: 0.95, usercpu_time_millis_testing: 0.34, usercpu_time_millis_training: 0.61,
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: 1313.616, usercpu_time_millis: 0.715, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 0.346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 2076.7566, mean_absolute_error: 0.2007, 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: 0.4022, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2556, root_relative_squared_error: 0.5116, scimark_benchmark: 1328.496, usercpu_time_millis: 0.899, usercpu_time_millis_testing: 0.346, usercpu_time_millis_training: 0.553,
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: 1329.7068, usercpu_time_millis: 0.696, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 0.333,
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: 1317.9766, usercpu_time_millis: 0.944, usercpu_time_millis_testing: 0.437, usercpu_time_millis_training: 0.507,
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: 1297.9992, usercpu_time_millis: 0.713, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 0.346,
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: 1305.0425, usercpu_time_millis: 0.742, usercpu_time_millis_testing: 0.393, usercpu_time_millis_training: 0.349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.96, kappa: 0.9198, kb_relative_information_score: 2707.1177, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.96, predictive_accuracy: 0.96, prior_entropy: 0.9986, recall: 0.96, relative_absolute_error: 0.1727, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.3534, scimark_benchmark: 1307.5465, usercpu_time_millis: 2.406, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 2.044,
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: 1324.7054, usercpu_time_millis: 0.78, usercpu_time_millis_testing: 0.402, usercpu_time_millis_training: 0.378,
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: 1312.6758, usercpu_time_millis: 0.924, usercpu_time_millis_testing: 0.469, usercpu_time_millis_training: 0.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 552.7, mean_absolute_error: 0.4324, 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: 0.8664, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4375, root_relative_squared_error: 0.876, scimark_benchmark: 1307.9491, usercpu_time_millis: 0.717, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 0.361,
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: 1328.928, usercpu_time_millis: 0.727, usercpu_time_millis_testing: 0.387, 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: 1326.9946, usercpu_time_millis: 0.783, usercpu_time_millis_testing: 0.457, 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: 1333.254, usercpu_time_millis: 0.737, usercpu_time_millis_testing: 0.403, 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: 1305.2361, usercpu_time_millis: 0.683, usercpu_time_millis_testing: 0.349, usercpu_time_millis_training: 0.334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9474, kappa: 0.8945, kb_relative_information_score: 2539.2399, mean_absolute_error: 0.1176, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9477, predictive_accuracy: 0.9474, prior_entropy: 0.9986, recall: 0.9474, relative_absolute_error: 0.2356, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.3953, scimark_benchmark: 1312.0505, usercpu_time_millis: 2.368, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 1.999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 2073.7122, mean_absolute_error: 0.2013, 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: 0.4033, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.256, root_relative_squared_error: 0.5125, scimark_benchmark: 1323.7438, usercpu_time_millis: 1.011, usercpu_time_millis_testing: 0.361, usercpu_time_millis_training: 0.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9606, kappa: 0.921, kb_relative_information_score: 2741.3066, mean_absolute_error: 0.0797, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9606, predictive_accuracy: 0.9606, prior_entropy: 0.9986, recall: 0.9606, relative_absolute_error: 0.1598, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1729, root_relative_squared_error: 0.3461, scimark_benchmark: 1306.6124, usercpu_time_millis: 4.159, usercpu_time_millis_testing: 0.37, usercpu_time_millis_training: 3.789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6664, f_measure: 0.3583, kb_relative_information_score: 50.1809, mean_absolute_error: 0.4933, 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: 0.9885, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4939, root_relative_squared_error: 0.9888, scimark_benchmark: 1314.5051, usercpu_time_millis: 0.69, usercpu_time_millis_testing: 0.349, usercpu_time_millis_training: 0.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.9281, kappa: 0.856, kb_relative_information_score: 1235.9213, mean_absolute_error: 0.3358, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9304, predictive_accuracy: 0.9283, prior_entropy: 0.9986, recall: 0.9283, relative_absolute_error: 0.6729, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3587, root_relative_squared_error: 0.7181, scimark_benchmark: 1300.7618, usercpu_time_millis: 0.84, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 0.483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9546, kappa: 0.909, kb_relative_information_score: 2688.0804, mean_absolute_error: 0.0897, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9547, predictive_accuracy: 0.9546, prior_entropy: 0.9986, recall: 0.9546, relative_absolute_error: 0.1797, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1797, root_relative_squared_error: 0.3597, scimark_benchmark: 1330.6218, usercpu_time_millis: 4.341, usercpu_time_millis_testing: 0.346, usercpu_time_millis_training: 3.995,
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: 1316.3801, usercpu_time_millis: 0.662, usercpu_time_millis_testing: 0.337, 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: 1326.3052, usercpu_time_millis: 0.662, usercpu_time_millis_testing: 0.341, usercpu_time_millis_training: 0.321,
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: 1298.8618, usercpu_time_millis: 0.747, usercpu_time_millis_testing: 0.406, usercpu_time_millis_training: 0.341,
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: 1307.211, usercpu_time_millis: 0.747, usercpu_time_millis_testing: 0.388, usercpu_time_millis_training: 0.359,
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: 1300.9836, usercpu_time_millis: 0.73, usercpu_time_millis_testing: 0.384, usercpu_time_millis_training: 0.346,
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: 1302.2636, usercpu_time_millis: 0.79, usercpu_time_millis_testing: 0.42, usercpu_time_millis_training: 0.37,
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: 1318.662, usercpu_time_millis: 0.748, usercpu_time_millis_testing: 0.394, usercpu_time_millis_training: 0.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 633.7404, mean_absolute_error: 0.4218, 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: 0.8452, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4283, root_relative_squared_error: 0.8574, scimark_benchmark: 1300.4867, usercpu_time_millis: 0.798, usercpu_time_millis_testing: 0.421, usercpu_time_millis_training: 0.377,
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: 1310.6444, usercpu_time_millis: 0.727, usercpu_time_millis_testing: 0.385, usercpu_time_millis_training: 0.342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9672, kappa: 0.9342, kb_relative_information_score: 2817.7577, mean_absolute_error: 0.0655, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9672, predictive_accuracy: 0.9671, prior_entropy: 0.9986, recall: 0.9671, relative_absolute_error: 0.1312, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1645, root_relative_squared_error: 0.3293, scimark_benchmark: 1308.2393, usercpu_time_millis: 5.07, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 4.711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.948, kappa: 0.8958, kb_relative_information_score: 2362.2474, mean_absolute_error: 0.1502, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9483, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.3009, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2166, root_relative_squared_error: 0.4336, scimark_benchmark: 1320.2882, usercpu_time_millis: 1.237, usercpu_time_millis_testing: 0.355, usercpu_time_millis_training: 0.882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 383.0789, mean_absolute_error: 0.454, 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: 0.9098, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4569, root_relative_squared_error: 0.9147, scimark_benchmark: 1335.6384, usercpu_time_millis: 0.707, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 0.355,
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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: 1334.4897, usercpu_time_millis: 0.709, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 0.35,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9628, kappa: 0.9254, kb_relative_information_score: 2755.3766, mean_absolute_error: 0.0771, 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: 0.1546, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1712, root_relative_squared_error: 0.3427, scimark_benchmark: 1320.0938, usercpu_time_millis: 3.388, usercpu_time_millis_testing: 0.329, usercpu_time_millis_training: 3.059,
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: 1294.9491, usercpu_time_millis: 0.739, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 0.353,
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: 1316.3272, usercpu_time_millis: 0.807, usercpu_time_millis_testing: 0.461, usercpu_time_millis_training: 0.346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 592.2334, mean_absolute_error: 0.4274, 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: 0.8566, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.433, root_relative_squared_error: 0.8669, scimark_benchmark: 1300.9211, usercpu_time_millis: 0.736, usercpu_time_millis_testing: 0.37, usercpu_time_millis_training: 0.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9487, kappa: 0.8971, kb_relative_information_score: 2580.8944, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9488, predictive_accuracy: 0.9487, prior_entropy: 0.9986, recall: 0.9487, relative_absolute_error: 0.2202, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1909, root_relative_squared_error: 0.3821, scimark_benchmark: 1303.1845, usercpu_time_millis: 2.194, usercpu_time_millis_testing: 0.51, usercpu_time_millis_training: 1.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.937, kappa: 0.8737, kb_relative_information_score: 1141.2558, mean_absolute_error: 0.3505, 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: 0.7024, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3691, root_relative_squared_error: 0.739, scimark_benchmark: 1292.0846, usercpu_time_millis: 0.73, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 0.373,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9414, kappa: 0.8825, kb_relative_information_score: 2184.2958, mean_absolute_error: 0.1818, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9423, predictive_accuracy: 0.9415, prior_entropy: 0.9986, recall: 0.9415, relative_absolute_error: 0.3644, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2399, root_relative_squared_error: 0.4803, scimark_benchmark: 1296.0551, usercpu_time_millis: 0.988, usercpu_time_millis_testing: 0.368, usercpu_time_millis_training: 0.62,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9601, f_measure: 0.9351, kappa: 0.8699, kb_relative_information_score: 968.9267, mean_absolute_error: 0.3761, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9366, predictive_accuracy: 0.9352, prior_entropy: 0.9986, recall: 0.9352, relative_absolute_error: 0.7536, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3888, root_relative_squared_error: 0.7783, scimark_benchmark: 1301.045, usercpu_time_millis: 0.909, usercpu_time_millis_testing: 0.395, usercpu_time_millis_training: 0.514,
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: 1300.0066, usercpu_time_millis: 1.247, usercpu_time_millis_testing: 0.57, usercpu_time_millis_training: 0.677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.8667, kappa: 0.7347, kb_relative_information_score: 253.9599, mean_absolute_error: 0.4694, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.886, predictive_accuracy: 0.8689, prior_entropy: 0.9986, recall: 0.8689, relative_absolute_error: 0.9406, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4714, root_relative_squared_error: 0.9437, scimark_benchmark: 1311.8469, usercpu_time_millis: 0.885, usercpu_time_millis_testing: 0.439, 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: 1295.1969, usercpu_time_millis: 0.969, usercpu_time_millis_testing: 0.504, usercpu_time_millis_training: 0.465,
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: 1324.6762, usercpu_time_millis: 0.796, usercpu_time_millis_testing: 0.358, usercpu_time_millis_training: 0.438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9398, kappa: 0.8794, kb_relative_information_score: 1966.3861, mean_absolute_error: 0.2196, 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: 0.4401, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2676, root_relative_squared_error: 0.5357, scimark_benchmark: 1320.1736, usercpu_time_millis: 0.853, usercpu_time_millis_testing: 0.355, usercpu_time_millis_training: 0.498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1395.8996, mean_absolute_error: 0.3121, 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: 0.6255, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3393, root_relative_squared_error: 0.6793, scimark_benchmark: 1320.9387, usercpu_time_millis: 0.761, usercpu_time_millis_testing: 0.373, usercpu_time_millis_training: 0.388,
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: 1318.6528, usercpu_time_millis: 0.746, usercpu_time_millis_testing: 0.39, usercpu_time_millis_training: 0.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9483, kappa: 0.8964, kb_relative_information_score: 2369.6953, mean_absolute_error: 0.1488, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9486, predictive_accuracy: 0.9484, prior_entropy: 0.9986, recall: 0.9484, relative_absolute_error: 0.2983, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2158, root_relative_squared_error: 0.432, scimark_benchmark: 1315.7378, usercpu_time_millis: 1.158, usercpu_time_millis_testing: 0.374, usercpu_time_millis_training: 0.784,
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: 1319.3498, usercpu_time_millis: 0.737, usercpu_time_millis_testing: 0.381, usercpu_time_millis_training: 0.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9486, kappa: 0.897, kb_relative_information_score: 2295.972, mean_absolute_error: 0.162, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9489, predictive_accuracy: 0.9487, prior_entropy: 0.9986, recall: 0.9487, relative_absolute_error: 0.3247, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2246, root_relative_squared_error: 0.4496, scimark_benchmark: 1299.7259, usercpu_time_millis: 1.119, usercpu_time_millis_testing: 0.335, usercpu_time_millis_training: 0.784,
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: 1307.641, usercpu_time_millis: 0.69, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 0.334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9418, kappa: 0.8832, kb_relative_information_score: 1963.0612, mean_absolute_error: 0.2197, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9421, predictive_accuracy: 0.9418, prior_entropy: 0.9986, recall: 0.9418, relative_absolute_error: 0.4402, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2664, root_relative_squared_error: 0.5333, scimark_benchmark: 1298.4174, usercpu_time_millis: 0.888, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 0.526,
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: 1301.8231, usercpu_time_millis: 0.712, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 0.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9662, kappa: 0.9323, kb_relative_information_score: 2795.3089, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9663, predictive_accuracy: 0.9662, prior_entropy: 0.9986, recall: 0.9662, relative_absolute_error: 0.1396, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1669, root_relative_squared_error: 0.3342, scimark_benchmark: 1290.0199, usercpu_time_millis: 4.098, usercpu_time_millis_testing: 0.342, usercpu_time_millis_training: 3.756,
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: 1317.7371, usercpu_time_millis: 0.782, usercpu_time_millis_testing: 0.413, usercpu_time_millis_training: 0.369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9333, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 891.6363, mean_absolute_error: 0.3857, 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: 0.773, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3991, root_relative_squared_error: 0.799, scimark_benchmark: 1298.6837, usercpu_time_millis: 0.824, usercpu_time_millis_testing: 0.439, usercpu_time_millis_training: 0.385,
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: 1298.9462, usercpu_time_millis: 0.713, usercpu_time_millis_testing: 0.365, usercpu_time_millis_training: 0.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9486, kappa: 0.897, kb_relative_information_score: 2299.2675, mean_absolute_error: 0.1615, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9491, predictive_accuracy: 0.9487, prior_entropy: 0.9986, recall: 0.9487, relative_absolute_error: 0.3237, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2249, root_relative_squared_error: 0.4503, scimark_benchmark: 1308.4332, usercpu_time_millis: 1.067, usercpu_time_millis_testing: 0.344, usercpu_time_millis_training: 0.723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9395, kappa: 0.8787, kb_relative_information_score: 1870.8784, mean_absolute_error: 0.2358, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9406, predictive_accuracy: 0.9396, prior_entropy: 0.9986, recall: 0.9396, relative_absolute_error: 0.4726, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2793, root_relative_squared_error: 0.5592, scimark_benchmark: 1315.5054, usercpu_time_millis: 0.852, usercpu_time_millis_testing: 0.373, usercpu_time_millis_training: 0.479,
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: 1320.1139, usercpu_time_millis: 0.723, usercpu_time_millis_testing: 0.366, usercpu_time_millis_training: 0.357,
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: 1307.8963, usercpu_time_millis: 0.684, usercpu_time_millis_testing: 0.351, usercpu_time_millis_training: 0.333,

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