OpenML
Supervised Classification on Internet-Advertisements

Supervised Classification on Internet-Advertisements

Task 6566 Supervised Classification Internet-Advertisements 25422 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -1.9946, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 768.9991, usercpu_time_millis: 11.367, usercpu_time_millis_testing: 1.664, usercpu_time_millis_training: 9.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -0.7271, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1780.1409, usercpu_time_millis: 6.079, usercpu_time_millis_testing: 1.034, usercpu_time_millis_training: 5.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9004, f_measure: 0.8827, kappa: 0.449, kb_relative_information_score: 1270.6522, mean_absolute_error: 0.1602, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9081, predictive_accuracy: 0.9036, prior_entropy: 0.5848, recall: 0.9036, relative_absolute_error: 0.6649, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2593, root_relative_squared_error: 0.7474, scimark_benchmark: 1763.9886, usercpu_time_millis: 109.053, usercpu_time_millis_testing: 1.181, usercpu_time_millis_training: 107.872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9361, f_measure: 0.9266, kappa: 0.6761, kb_relative_information_score: 1594.9322, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9286, predictive_accuracy: 0.9317, prior_entropy: 0.5848, recall: 0.9317, relative_absolute_error: 0.5602, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2336, root_relative_squared_error: 0.6732, scimark_benchmark: 1726.0361, usercpu_time_millis: 117.121, usercpu_time_millis_testing: 1.208, usercpu_time_millis_training: 115.913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.9695, kappa: 0.8712, kb_relative_information_score: 2497.5111, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9696, predictive_accuracy: 0.9701, prior_entropy: 0.5848, recall: 0.9701, relative_absolute_error: 0.2178, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1579, root_relative_squared_error: 0.4551, scimark_benchmark: 1706.0129, usercpu_time_millis: 49.067, usercpu_time_millis_testing: 0.614, usercpu_time_millis_training: 48.453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -0.1368, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1762.0705, usercpu_time_millis: 6.148, usercpu_time_millis_testing: 1.041, usercpu_time_millis_training: 5.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.9718, kappa: 0.8801, kb_relative_information_score: 2284.3505, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9722, predictive_accuracy: 0.9726, prior_entropy: 0.5848, recall: 0.9726, relative_absolute_error: 0.2958, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1665, root_relative_squared_error: 0.4799, scimark_benchmark: 1718.2275, usercpu_time_millis: 53.237, usercpu_time_millis_testing: 0.822, usercpu_time_millis_training: 52.415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7953, kb_relative_information_score: -0.5652, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1697.8593, usercpu_time_millis: 8.23, usercpu_time_millis_testing: 1.566, usercpu_time_millis_training: 6.664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9685, kappa: 0.8638, kb_relative_information_score: 2307.9169, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9702, predictive_accuracy: 0.9698, prior_entropy: 0.5848, recall: 0.9698, relative_absolute_error: 0.3131, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1615, root_relative_squared_error: 0.4656, scimark_benchmark: 1726.9265, usercpu_time_millis: 85.852, usercpu_time_millis_testing: 3.414, usercpu_time_millis_training: 82.438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.7953, kb_relative_information_score: -7.1321, mean_absolute_error: 0.241, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1713.7604, usercpu_time_millis: 5.026, usercpu_time_millis_testing: 0.831, usercpu_time_millis_training: 4.195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -0.0226, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1749.7327, usercpu_time_millis: 3.812, usercpu_time_millis_testing: 0.671, usercpu_time_millis_training: 3.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.9732, kappa: 0.8861, kb_relative_information_score: 2490.2495, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9734, predictive_accuracy: 0.9738, prior_entropy: 0.5848, recall: 0.9738, relative_absolute_error: 0.2294, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1535, root_relative_squared_error: 0.4425, scimark_benchmark: 1726.0338, usercpu_time_millis: 71.668, usercpu_time_millis_testing: 0.86, usercpu_time_millis_training: 70.808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.7953, kb_relative_information_score: -4.7916, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 1, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1747.5674, usercpu_time_millis: 4.353, usercpu_time_millis_testing: 0.739, usercpu_time_millis_training: 3.614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 0.6849, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1705.5669, usercpu_time_millis: 8.328, usercpu_time_millis_testing: 1.37, usercpu_time_millis_training: 6.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9741, f_measure: 0.9671, kappa: 0.8597, kb_relative_information_score: 2453.6344, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9674, predictive_accuracy: 0.968, prior_entropy: 0.5848, recall: 0.968, relative_absolute_error: 0.2397, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1609, root_relative_squared_error: 0.4637, scimark_benchmark: 1704.1788, usercpu_time_millis: 84.992, usercpu_time_millis_testing: 0.828, usercpu_time_millis_training: 84.164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.7953, kb_relative_information_score: -4.0748, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 1, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1708.5514, usercpu_time_millis: 5.408, usercpu_time_millis_testing: 0.926, usercpu_time_millis_training: 4.482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -30.7351, mean_absolute_error: 0.241, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1706.1346, usercpu_time_millis: 4.024, usercpu_time_millis_testing: 0.675, usercpu_time_millis_training: 3.349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 0.5568, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1711.3574, usercpu_time_millis: 8.705, usercpu_time_millis_testing: 1.417, usercpu_time_millis_training: 7.288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.7953, kb_relative_information_score: -9.4367, mean_absolute_error: 0.241, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1705.1231, usercpu_time_millis: 4.25, usercpu_time_millis_testing: 0.694, usercpu_time_millis_training: 3.556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9746, kappa: 0.8926, kb_relative_information_score: 2552.8947, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9746, predictive_accuracy: 0.975, prior_entropy: 0.5848, recall: 0.975, relative_absolute_error: 0.2086, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1477, root_relative_squared_error: 0.4258, scimark_benchmark: 1782.0911, usercpu_time_millis: 61.337, usercpu_time_millis_testing: 0.808, usercpu_time_millis_training: 60.529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9769, f_measure: 0.9406, kappa: 0.7344, kb_relative_information_score: 1926.3578, mean_absolute_error: 0.1158, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9485, predictive_accuracy: 0.946, prior_entropy: 0.5848, recall: 0.946, relative_absolute_error: 0.4807, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2007, root_relative_squared_error: 0.5785, scimark_benchmark: 1718.6781, usercpu_time_millis: 8.099, usercpu_time_millis_testing: 0.775, usercpu_time_millis_training: 7.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.9573, kappa: 0.8227, kb_relative_information_score: 2251.6014, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9573, predictive_accuracy: 0.9573, prior_entropy: 0.5848, recall: 0.9573, relative_absolute_error: 0.2855, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1843, root_relative_squared_error: 0.5313, scimark_benchmark: 1753.3428, usercpu_time_millis: 42.715, usercpu_time_millis_testing: 0.536, usercpu_time_millis_training: 42.179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -1.8134, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1739.4103, usercpu_time_millis: 7.882, usercpu_time_millis_testing: 1.296, usercpu_time_millis_training: 6.586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -0.4753, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1750.2483, usercpu_time_millis: 6.679, usercpu_time_millis_testing: 1.131, usercpu_time_millis_training: 5.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 0.5879, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1765.0645, usercpu_time_millis: 7.502, usercpu_time_millis_testing: 1.257, usercpu_time_millis_training: 6.245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -1.6722, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1674.2877, usercpu_time_millis: 6.845, usercpu_time_millis_testing: 1.171, usercpu_time_millis_training: 5.674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -0.9301, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1709.9717, usercpu_time_millis: 5.404, usercpu_time_millis_testing: 0.943, usercpu_time_millis_training: 4.461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -12.1279, mean_absolute_error: 0.241, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1701.7242, usercpu_time_millis: 3.659, usercpu_time_millis_testing: 0.604, usercpu_time_millis_training: 3.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.9697, kappa: 0.8721, kb_relative_information_score: 2484.813, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9696, predictive_accuracy: 0.9701, prior_entropy: 0.5848, recall: 0.9701, relative_absolute_error: 0.2009, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.159, root_relative_squared_error: 0.4583, scimark_benchmark: 1710.7007, usercpu_time_millis: 7.569, usercpu_time_millis_testing: 0.542, usercpu_time_millis_training: 7.027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9406, kappa: 0.7344, kb_relative_information_score: 1966.6877, mean_absolute_error: 0.1109, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9485, predictive_accuracy: 0.946, prior_entropy: 0.5848, recall: 0.946, relative_absolute_error: 0.4605, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.5692, scimark_benchmark: 1705.9642, usercpu_time_millis: 9.502, usercpu_time_millis_testing: 0.889, usercpu_time_millis_training: 8.613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.9579, kappa: 0.8266, kb_relative_information_score: 2265.9229, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9583, predictive_accuracy: 0.9576, prior_entropy: 0.5848, recall: 0.9576, relative_absolute_error: 0.2772, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1808, root_relative_squared_error: 0.5211, scimark_benchmark: 1722.1998, usercpu_time_millis: 11.545, usercpu_time_millis_testing: 0.55, usercpu_time_millis_training: 10.995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -2.1371, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1713.3667, usercpu_time_millis: 4.572, usercpu_time_millis_testing: 0.727, usercpu_time_millis_training: 3.845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.7953, kb_relative_information_score: -3.4448, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1718.2809, usercpu_time_millis: 4.284, usercpu_time_millis_testing: 0.675, usercpu_time_millis_training: 3.609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -0.233, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1719.1342, usercpu_time_millis: 4.786, usercpu_time_millis_testing: 0.812, usercpu_time_millis_training: 3.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5009, f_measure: 0.7953, kb_relative_information_score: -5.5728, mean_absolute_error: 0.2406, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9985, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1706.4612, usercpu_time_millis: 3.694, usercpu_time_millis_testing: 0.605, usercpu_time_millis_training: 3.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -1.2804, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1724.7182, usercpu_time_millis: 7.923, usercpu_time_millis_testing: 1.294, usercpu_time_millis_training: 6.629,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9694, f_measure: 0.9676, kappa: 0.8613, kb_relative_information_score: 2096.3087, mean_absolute_error: 0.0884, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9682, predictive_accuracy: 0.9686, prior_entropy: 0.5848, recall: 0.9686, relative_absolute_error: 0.3667, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1785, root_relative_squared_error: 0.5144, scimark_benchmark: 1848.388, usercpu_time_millis: 5.934, usercpu_time_millis_testing: 0.551, usercpu_time_millis_training: 5.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -2.2466, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1842.1882, usercpu_time_millis: 6.131, usercpu_time_millis_testing: 1.044, usercpu_time_millis_training: 5.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -2.8262, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1839.5885, usercpu_time_millis: 6.455, usercpu_time_millis_testing: 0.967, usercpu_time_millis_training: 5.488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.974, f_measure: 0.9664, kappa: 0.8578, kb_relative_information_score: 2477.4031, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9664, predictive_accuracy: 0.9671, prior_entropy: 0.5848, recall: 0.9671, relative_absolute_error: 0.2204, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1592, root_relative_squared_error: 0.4588, scimark_benchmark: 1835.053, usercpu_time_millis: 16.525, usercpu_time_millis_testing: 0.555, usercpu_time_millis_training: 15.97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.9714, kappa: 0.8788, kb_relative_information_score: 2557.2594, mean_absolute_error: 0.0462, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9715, predictive_accuracy: 0.9719, prior_entropy: 0.5848, recall: 0.9719, relative_absolute_error: 0.192, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1523, root_relative_squared_error: 0.4388, scimark_benchmark: 1849.7595, usercpu_time_millis: 10.327, usercpu_time_millis_testing: 0.533, usercpu_time_millis_training: 9.794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -0.0663, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1836.735, usercpu_time_millis: 7.337, usercpu_time_millis_testing: 1.216, usercpu_time_millis_training: 6.121,
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: 0.4995, f_measure: 0.7953, kb_relative_information_score: -1.6411, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1844.7928, usercpu_time_millis: 5.888, usercpu_time_millis_testing: 1.046, usercpu_time_millis_training: 4.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.501, f_measure: 0.7953, kb_relative_information_score: -22.4325, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1853.9121, usercpu_time_millis: 3.319, usercpu_time_millis_testing: 0.571, usercpu_time_millis_training: 2.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -2.1465, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1854.568, usercpu_time_millis: 6.54, usercpu_time_millis_testing: 1.087, usercpu_time_millis_training: 5.453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -5.3635, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1843.2356, usercpu_time_millis: 5.134, usercpu_time_millis_testing: 0.813, usercpu_time_millis_training: 4.321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -1.8332, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1845.7061, usercpu_time_millis: 3.805, usercpu_time_millis_testing: 0.64, usercpu_time_millis_training: 3.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -4.0887, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1812.5307, usercpu_time_millis: 5.999, usercpu_time_millis_testing: 1.077, usercpu_time_millis_training: 4.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.9624, kappa: 0.8435, kb_relative_information_score: 2233.7353, mean_absolute_error: 0.0737, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9623, predictive_accuracy: 0.9625, prior_entropy: 0.5848, recall: 0.9625, relative_absolute_error: 0.306, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1743, root_relative_squared_error: 0.5023, scimark_benchmark: 1847.3406, usercpu_time_millis: 37.269, usercpu_time_millis_testing: 0.603, usercpu_time_millis_training: 36.666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.9718, kappa: 0.8801, kb_relative_information_score: 2471.2538, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9722, predictive_accuracy: 0.9726, prior_entropy: 0.5848, recall: 0.9726, relative_absolute_error: 0.239, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1553, root_relative_squared_error: 0.4475, scimark_benchmark: 1846.3057, usercpu_time_millis: 34.116, usercpu_time_millis_testing: 0.687, usercpu_time_millis_training: 33.429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 0.7374, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1816.6404, usercpu_time_millis: 5.207, usercpu_time_millis_testing: 1.009, usercpu_time_millis_training: 4.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 0.3959, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1831.0823, usercpu_time_millis: 6.966, usercpu_time_millis_testing: 1.268, usercpu_time_millis_training: 5.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -2.2603, mean_absolute_error: 0.2407, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1854.4951, usercpu_time_millis: 5.79, usercpu_time_millis_testing: 0.918, usercpu_time_millis_training: 4.872,
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: 0.5001, f_measure: 0.7953, kb_relative_information_score: 0.3842, mean_absolute_error: 0.2405, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9983, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1848.7304, usercpu_time_millis: 3.642, usercpu_time_millis_testing: 0.591, usercpu_time_millis_training: 3.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.9649, kappa: 0.8479, kb_relative_information_score: 2184.0471, mean_absolute_error: 0.084, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9667, predictive_accuracy: 0.9665, prior_entropy: 0.5848, recall: 0.9665, relative_absolute_error: 0.3488, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.175, root_relative_squared_error: 0.5043, scimark_benchmark: 1851.9295, usercpu_time_millis: 17.513, usercpu_time_millis_testing: 0.743, usercpu_time_millis_training: 16.77,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.501, f_measure: 0.7953, kb_relative_information_score: -7.5196, mean_absolute_error: 0.2405, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9983, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1851.5144, usercpu_time_millis: 3.227, usercpu_time_millis_testing: 0.551, usercpu_time_millis_training: 2.676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -1.5686, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1848.7304, usercpu_time_millis: 5.791, usercpu_time_millis_testing: 0.979, usercpu_time_millis_training: 4.812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -1.4422, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1850.8706, usercpu_time_millis: 4.456, usercpu_time_millis_testing: 0.743, usercpu_time_millis_training: 3.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.7953, kb_relative_information_score: -17.513, mean_absolute_error: 0.2411, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1853.9121, usercpu_time_millis: 3.507, usercpu_time_millis_testing: 0.603, usercpu_time_millis_training: 2.904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -10.2982, mean_absolute_error: 0.241, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 1.0004, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1849.7595, usercpu_time_millis: 3.66, usercpu_time_millis_testing: 0.614, usercpu_time_millis_training: 3.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.7953, kb_relative_information_score: -60.2565, mean_absolute_error: 0.2404, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9978, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1.0001, scimark_benchmark: 1848.388, usercpu_time_millis: 3.044, usercpu_time_millis_testing: 0.536, usercpu_time_millis_training: 2.508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -9.1289, mean_absolute_error: 0.241, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 1.0004, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1849.3742, usercpu_time_millis: 3.576, usercpu_time_millis_testing: 0.605, usercpu_time_millis_training: 2.971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.9735, kappa: 0.8886, kb_relative_information_score: 2593.8002, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9734, predictive_accuracy: 0.9738, prior_entropy: 0.5848, recall: 0.9738, relative_absolute_error: 0.169, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1493, root_relative_squared_error: 0.4303, scimark_benchmark: 1840.5827, usercpu_time_millis: 6.865, usercpu_time_millis_testing: 0.527, usercpu_time_millis_training: 6.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9612, f_measure: 0.9571, kappa: 0.8219, kb_relative_information_score: 2247.1118, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9571, predictive_accuracy: 0.957, prior_entropy: 0.5848, recall: 0.957, relative_absolute_error: 0.2857, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1803, root_relative_squared_error: 0.5196, scimark_benchmark: 1850.3885, usercpu_time_millis: 12.328, usercpu_time_millis_testing: 0.521, usercpu_time_millis_training: 11.807,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

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Download this task directly in your environment and automatically upload your results

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

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