OpenML
Supervised Classification on tic-tac-toe

Supervised Classification on tic-tac-toe

Task 145804 Supervised Classification tic-tac-toe 270274 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8248, f_measure: 0.5668, kappa: 0.0849, kb_relative_information_score: 98.6427, mean_absolute_error: 0.4148, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7836, predictive_accuracy: 0.6764, prior_entropy: 0.9312, recall: 0.6764, relative_absolute_error: 0.9157, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4403, root_relative_squared_error: 0.9252, scimark_benchmark: 1277.948, usercpu_time_millis: 17.567, usercpu_time_millis_testing: 2.363, usercpu_time_millis_training: 15.204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.8962, kappa: 0.7656, kb_relative_information_score: 371.3425, mean_absolute_error: 0.3103, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9131, predictive_accuracy: 0.9008, prior_entropy: 0.9312, recall: 0.9008, relative_absolute_error: 0.6849, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3371, root_relative_squared_error: 0.7085, scimark_benchmark: 1276.4453, usercpu_time_millis: 42.9, usercpu_time_millis_testing: 5.192, usercpu_time_millis_training: 37.708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.8597, kappa: 0.6827, kb_relative_information_score: 342.55, mean_absolute_error: 0.3219, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8874, predictive_accuracy: 0.8685, prior_entropy: 0.9312, recall: 0.8685, relative_absolute_error: 0.7105, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.349, root_relative_squared_error: 0.7333, scimark_benchmark: 1285.1856, usercpu_time_millis: 20.375, usercpu_time_millis_testing: 2.352, usercpu_time_millis_training: 18.023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9287, f_measure: 0.7217, kappa: 0.3799, kb_relative_information_score: 203.7724, mean_absolute_error: 0.3752, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8178, predictive_accuracy: 0.763, prior_entropy: 0.9312, recall: 0.763, relative_absolute_error: 0.8282, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4022, root_relative_squared_error: 0.8452, scimark_benchmark: 1283.0474, usercpu_time_millis: 2.272, usercpu_time_millis_testing: 0.275, usercpu_time_millis_training: 1.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.8276, kappa: 0.61, kb_relative_information_score: 296.6159, mean_absolute_error: 0.3404, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.867, predictive_accuracy: 0.8413, prior_entropy: 0.9312, recall: 0.8413, relative_absolute_error: 0.7514, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3671, root_relative_squared_error: 0.7714, scimark_benchmark: 1276.4916, usercpu_time_millis: 17.351, usercpu_time_millis_testing: 2.009, usercpu_time_millis_training: 15.342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.5165, kb_relative_information_score: -0.6402, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1277.7787, usercpu_time_millis: 3.427, usercpu_time_millis_testing: 0.453, usercpu_time_millis_training: 2.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1281.5345, usercpu_time_millis: 0.11, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1283.8968, usercpu_time_millis: 0.116, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6494, f_measure: 0.6861, kappa: 0.3001, kb_relative_information_score: 119.2275, mean_absolute_error: 0.4014, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.6838, predictive_accuracy: 0.69, prior_entropy: 0.9312, recall: 0.69, relative_absolute_error: 0.8861, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4493, root_relative_squared_error: 0.9442, scimark_benchmark: 1281.1318, usercpu_time_millis: 0.119, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 677.8811, mean_absolute_error: 0.163, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.9312, recall: 0.9916, relative_absolute_error: 0.3599, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1977, root_relative_squared_error: 0.4154, scimark_benchmark: 1278.0626, usercpu_time_millis: 67.538, usercpu_time_millis_testing: 6.488, usercpu_time_millis_training: 61.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7658, f_measure: 0.5165, kb_relative_information_score: 46.6028, mean_absolute_error: 0.435, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9603, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4586, root_relative_squared_error: 0.9637, scimark_benchmark: 1279.332, usercpu_time_millis: 10.701, usercpu_time_millis_testing: 1.461, usercpu_time_millis_training: 9.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9843, kappa: 0.9651, kb_relative_information_score: 639.2203, mean_absolute_error: 0.1814, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9847, predictive_accuracy: 0.9843, prior_entropy: 0.9312, recall: 0.9843, relative_absolute_error: 0.4005, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2208, root_relative_squared_error: 0.464, scimark_benchmark: 1287.6063, usercpu_time_millis: 2.001, usercpu_time_millis_testing: 0.207, usercpu_time_millis_training: 1.794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8739, f_measure: 0.644, kappa: 0.2251, kb_relative_information_score: 140.9883, mean_absolute_error: 0.3989, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7968, predictive_accuracy: 0.7161, prior_entropy: 0.9312, recall: 0.7161, relative_absolute_error: 0.8805, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.425, root_relative_squared_error: 0.8931, scimark_benchmark: 1276.2738, usercpu_time_millis: 16.827, usercpu_time_millis_testing: 1.848, usercpu_time_millis_training: 14.979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7709, f_measure: 0.6385, kappa: 0.21, kb_relative_information_score: 104.8388, mean_absolute_error: 0.4092, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7606, predictive_accuracy: 0.7088, prior_entropy: 0.9312, recall: 0.7088, relative_absolute_error: 0.9033, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4399, root_relative_squared_error: 0.9244, scimark_benchmark: 1282.5421, usercpu_time_millis: 12.05, usercpu_time_millis_testing: 1.422, usercpu_time_millis_training: 10.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.811, f_measure: 0.7203, kappa: 0.3692, kb_relative_information_score: 149.1021, mean_absolute_error: 0.3897, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7585, predictive_accuracy: 0.7495, prior_entropy: 0.9312, recall: 0.7495, relative_absolute_error: 0.8603, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4245, root_relative_squared_error: 0.8921, scimark_benchmark: 1259.6663, usercpu_time_millis: 4.262, usercpu_time_millis_testing: 0.449, usercpu_time_millis_training: 3.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7842, f_measure: 0.6437, kappa: 0.2214, kb_relative_information_score: 107.4525, mean_absolute_error: 0.4085, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7721, predictive_accuracy: 0.7129, prior_entropy: 0.9312, recall: 0.7129, relative_absolute_error: 0.9018, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4382, root_relative_squared_error: 0.9209, scimark_benchmark: 1280.4752, usercpu_time_millis: 14.512, usercpu_time_millis_testing: 1.62, usercpu_time_millis_training: 12.892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7627, f_measure: 0.5165, kb_relative_information_score: 74.2491, mean_absolute_error: 0.4232, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9342, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4493, root_relative_squared_error: 0.9442, scimark_benchmark: 1286.8917, usercpu_time_millis: 4.092, usercpu_time_millis_testing: 0.532, usercpu_time_millis_training: 3.56,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 611.8631, mean_absolute_error: 0.1967, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.9312, recall: 0.9916, relative_absolute_error: 0.4342, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2315, root_relative_squared_error: 0.4864, scimark_benchmark: 1281.3227, usercpu_time_millis: 20.628, usercpu_time_millis_testing: 2.048, usercpu_time_millis_training: 18.58,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, f_measure: 0.5213, kappa: 0.0079, kb_relative_information_score: 74.8428, mean_absolute_error: 0.4252, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7744, predictive_accuracy: 0.6555, prior_entropy: 0.9312, recall: 0.6555, relative_absolute_error: 0.9386, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4487, root_relative_squared_error: 0.9428, scimark_benchmark: 1284.4233, usercpu_time_millis: 3.499, usercpu_time_millis_testing: 0.477, usercpu_time_millis_training: 3.022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6992, f_measure: 0.7344, kappa: 0.4024, kb_relative_information_score: 263.6968, mean_absolute_error: 0.3356, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.789, predictive_accuracy: 0.7651, prior_entropy: 0.9312, recall: 0.7651, relative_absolute_error: 0.7408, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4111, root_relative_squared_error: 0.8639, scimark_benchmark: 1263.9449, usercpu_time_millis: 0.182, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8617, f_measure: 0.8031, kappa: 0.5619, kb_relative_information_score: 443.0584, mean_absolute_error: 0.2441, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8023, predictive_accuracy: 0.8048, prior_entropy: 0.9312, recall: 0.8048, relative_absolute_error: 0.5389, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3599, root_relative_squared_error: 0.7563, scimark_benchmark: 1252.2583, usercpu_time_millis: 0.14, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1268.0174, usercpu_time_millis: 0.133, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6491, f_measure: 0.7002, kappa: 0.34, kb_relative_information_score: 121.1671, mean_absolute_error: 0.4008, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7011, predictive_accuracy: 0.6994, prior_entropy: 0.9312, recall: 0.6994, relative_absolute_error: 0.8847, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4479, root_relative_squared_error: 0.9411, scimark_benchmark: 1283.9935, usercpu_time_millis: 0.14, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1279.5711, usercpu_time_millis: 0.112, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1282.7387, usercpu_time_millis: 0.147, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1257.0752, usercpu_time_millis: 0.151, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1263.7902, usercpu_time_millis: 0.162, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1253.2269, usercpu_time_millis: 0.139, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.082,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1254.6351, usercpu_time_millis: 0.119, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6988, f_measure: 0.7375, kappa: 0.4101, kb_relative_information_score: 261.4811, mean_absolute_error: 0.3369, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7999, predictive_accuracy: 0.7693, prior_entropy: 0.9312, recall: 0.7693, relative_absolute_error: 0.7438, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4114, root_relative_squared_error: 0.8645, scimark_benchmark: 1278.6188, usercpu_time_millis: 0.144, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1276.2102, usercpu_time_millis: 0.153, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1277.0271, usercpu_time_millis: 0.128, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1282.8501, usercpu_time_millis: 0.12, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1250.4694, usercpu_time_millis: 0.129, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1276.7081, usercpu_time_millis: 0.129, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1256.6328, usercpu_time_millis: 0.111, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.065,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 641.8448, mean_absolute_error: 0.181, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.9312, recall: 0.9916, relative_absolute_error: 0.3996, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.4579, scimark_benchmark: 1280.9739, usercpu_time_millis: 26.897, usercpu_time_millis_testing: 2.237, usercpu_time_millis_training: 24.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9147, kappa: 0.808, kb_relative_information_score: 434.1746, mean_absolute_error: 0.2818, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9249, predictive_accuracy: 0.9175, prior_entropy: 0.9312, recall: 0.9175, relative_absolute_error: 0.6221, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3113, root_relative_squared_error: 0.6542, scimark_benchmark: 1271.6248, usercpu_time_millis: 41.736, usercpu_time_millis_testing: 4.705, usercpu_time_millis_training: 37.031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7614, f_measure: 0.5165, kb_relative_information_score: 74.1974, mean_absolute_error: 0.4233, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9343, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4493, root_relative_squared_error: 0.9442, scimark_benchmark: 1275.4792, usercpu_time_millis: 11.322, usercpu_time_millis_testing: 1.428, usercpu_time_millis_training: 9.894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8286, f_measure: 0.7063, kappa: 0.346, kb_relative_information_score: 138.056, mean_absolute_error: 0.3964, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7968, predictive_accuracy: 0.7505, prior_entropy: 0.9312, recall: 0.7505, relative_absolute_error: 0.8749, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4265, root_relative_squared_error: 0.8962, scimark_benchmark: 1271.5258, usercpu_time_millis: 12.113, usercpu_time_millis_testing: 1.448, usercpu_time_millis_training: 10.665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8921, f_measure: 0.7683, kappa: 0.4779, kb_relative_information_score: 231.5539, mean_absolute_error: 0.3584, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8247, predictive_accuracy: 0.7933, prior_entropy: 0.9312, recall: 0.7933, relative_absolute_error: 0.7911, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3926, root_relative_squared_error: 0.825, scimark_benchmark: 1276.5254, usercpu_time_millis: 18.281, usercpu_time_millis_testing: 2.149, usercpu_time_millis_training: 16.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9357, kappa: 0.8556, kb_relative_information_score: 461.0102, mean_absolute_error: 0.2668, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9428, predictive_accuracy: 0.9374, prior_entropy: 0.9312, recall: 0.9374, relative_absolute_error: 0.589, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3032, root_relative_squared_error: 0.6371, scimark_benchmark: 1278.8265, usercpu_time_millis: 20.894, usercpu_time_millis_testing: 1.956, usercpu_time_millis_training: 18.938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1298.2453, usercpu_time_millis: 0.111, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1262.8706, usercpu_time_millis: 0.122, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1263.0731, usercpu_time_millis: 0.136, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7951, f_measure: 0.5423, kappa: 0.0429, kb_relative_information_score: 89.5888, mean_absolute_error: 0.4171, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7785, predictive_accuracy: 0.6649, prior_entropy: 0.9312, recall: 0.6649, relative_absolute_error: 0.9208, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4433, root_relative_squared_error: 0.9315, scimark_benchmark: 1281.463, usercpu_time_millis: 7.388, usercpu_time_millis_testing: 0.922, usercpu_time_millis_training: 6.466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.8767, kappa: 0.7214, kb_relative_information_score: 420.6509, mean_absolute_error: 0.2832, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8972, predictive_accuracy: 0.8831, prior_entropy: 0.9312, recall: 0.8831, relative_absolute_error: 0.6251, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3205, root_relative_squared_error: 0.6735, scimark_benchmark: 1285.841, usercpu_time_millis: 31.436, usercpu_time_millis_testing: 3.118, usercpu_time_millis_training: 28.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.498, f_measure: 0.5165, kb_relative_information_score: -0.3256, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1259.9794, usercpu_time_millis: 2.531, usercpu_time_millis_testing: 0.434, usercpu_time_millis_training: 2.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9694, kappa: 0.9319, kb_relative_information_score: 514.263, mean_absolute_error: 0.2439, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9708, predictive_accuracy: 0.9697, prior_entropy: 0.9312, recall: 0.9697, relative_absolute_error: 0.5384, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2775, root_relative_squared_error: 0.5832, scimark_benchmark: 1272.3399, usercpu_time_millis: 13.958, usercpu_time_millis_testing: 1.409, usercpu_time_millis_training: 12.549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7694, f_measure: 0.5165, kb_relative_information_score: 37.1775, mean_absolute_error: 0.4389, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9689, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.462, root_relative_squared_error: 0.9709, scimark_benchmark: 1283.9525, usercpu_time_millis: 1.808, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 1.519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.748, f_measure: 0.5165, kb_relative_information_score: 16.7157, mean_absolute_error: 0.4468, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9863, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4696, root_relative_squared_error: 0.9869, scimark_benchmark: 1278.5319, usercpu_time_millis: 4.492, usercpu_time_millis_testing: 0.83, usercpu_time_millis_training: 3.662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.705, kappa: 0.3449, kb_relative_information_score: 185.5864, mean_absolute_error: 0.3826, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8078, predictive_accuracy: 0.7516, prior_entropy: 0.9312, recall: 0.7516, relative_absolute_error: 0.8445, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4087, root_relative_squared_error: 0.8588, scimark_benchmark: 1279.4656, usercpu_time_millis: 21.073, usercpu_time_millis_testing: 2.796, usercpu_time_millis_training: 18.277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1278.7925, usercpu_time_millis: 0.144, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1253.2366, usercpu_time_millis: 0.143, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1277.0827, usercpu_time_millis: 0.122, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1283.9785, usercpu_time_millis: 0.117, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9535, f_measure: 0.8955, kappa: 0.7692, kb_relative_information_score: 650.1342, mean_absolute_error: 0.1484, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8955, predictive_accuracy: 0.8956, prior_entropy: 0.9312, recall: 0.8956, relative_absolute_error: 0.3275, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.275, root_relative_squared_error: 0.5778, scimark_benchmark: 1284.286, usercpu_time_millis: 0.127, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1266.6204, usercpu_time_millis: 0.13, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1257.91, usercpu_time_millis: 0.12, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1266.0628, usercpu_time_millis: 0.125, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1264.128, usercpu_time_millis: 0.162, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1262.0282, usercpu_time_millis: 0.114, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1256.2131, usercpu_time_millis: 0.13, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1279.9166, usercpu_time_millis: 0.153, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9629, f_measure: 0.9001, kappa: 0.7764, kb_relative_information_score: 688.8741, mean_absolute_error: 0.1284, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9026, predictive_accuracy: 0.9019, prior_entropy: 0.9312, recall: 0.9019, relative_absolute_error: 0.2834, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2585, root_relative_squared_error: 0.5431, scimark_benchmark: 1278.8547, usercpu_time_millis: 0.13, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1246.1049, usercpu_time_millis: 0.126, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1282.0874, usercpu_time_millis: 0.107, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.064,

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