OpenML
Supervised Classification on Internet-Advertisements

Supervised Classification on Internet-Advertisements

Task 146085 Supervised Classification Internet-Advertisements 12645 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: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1259.8442, usercpu_time_millis: 4.155, usercpu_time_millis_testing: 0.281, usercpu_time_millis_training: 3.874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5444, f_measure: 0.5879, kappa: 0.0586, kb_relative_information_score: -4202.3265, mean_absolute_error: 0.4125, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7901, predictive_accuracy: 0.5172, prior_entropy: 0.5848, recall: 0.5172, relative_absolute_error: 1.7121, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.6006, root_relative_squared_error: 1.7309, scimark_benchmark: 1238.5519, usercpu_time_millis: 6518.554, usercpu_time_millis_testing: 0.303, usercpu_time_millis_training: 6518.251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1241.5792, usercpu_time_millis: 4.296, usercpu_time_millis_testing: 0.279, usercpu_time_millis_training: 4.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1259.3553, usercpu_time_millis: 4.273, usercpu_time_millis_testing: 0.281, usercpu_time_millis_training: 3.992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9488, f_measure: 0.9448, kappa: 0.7543, kb_relative_information_score: 1917.0285, mean_absolute_error: 0.1145, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9514, predictive_accuracy: 0.9494, prior_entropy: 0.5848, recall: 0.9494, relative_absolute_error: 0.4751, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.207, root_relative_squared_error: 0.5965, scimark_benchmark: 1244.657, usercpu_time_millis: 4.844, usercpu_time_millis_testing: 0.27, usercpu_time_millis_training: 4.574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, f_measure: 0.9163, kappa: 0.6165, kb_relative_information_score: 1531.6248, mean_absolute_error: 0.1444, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9313, predictive_accuracy: 0.9271, prior_entropy: 0.5848, recall: 0.9271, relative_absolute_error: 0.5992, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2386, root_relative_squared_error: 0.6876, scimark_benchmark: 1257.0274, usercpu_time_millis: 4.587, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 4.319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.9281, kappa: 0.6747, kb_relative_information_score: 1674.0162, mean_absolute_error: 0.133, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9389, predictive_accuracy: 0.936, prior_entropy: 0.5848, recall: 0.936, relative_absolute_error: 0.5519, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2275, root_relative_squared_error: 0.6557, scimark_benchmark: 1259.4926, usercpu_time_millis: 4.488, usercpu_time_millis_testing: 0.283, usercpu_time_millis_training: 4.205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1269.1337, usercpu_time_millis: 3.939, usercpu_time_millis_testing: 0.267, usercpu_time_millis_training: 3.672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1233.8954, usercpu_time_millis: 4.474, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 4.194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.9575, kappa: 0.8139, kb_relative_information_score: 2218.1022, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.961, predictive_accuracy: 0.96, prior_entropy: 0.5848, recall: 0.96, relative_absolute_error: 0.3657, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1818, root_relative_squared_error: 0.5239, scimark_benchmark: 1260.4592, usercpu_time_millis: 6.678, usercpu_time_millis_testing: 0.217, usercpu_time_millis_training: 6.461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1263.4436, usercpu_time_millis: 4.269, usercpu_time_millis_testing: 0.292, usercpu_time_millis_training: 3.977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1268.0528, usercpu_time_millis: 4.386, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 4.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1237.0533, usercpu_time_millis: 4.016, usercpu_time_millis_testing: 0.272, usercpu_time_millis_training: 3.744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.5009, kappa: 0.0003, kb_relative_information_score: -6521.7857, mean_absolute_error: 0.5724, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7594, predictive_accuracy: 0.4276, prior_entropy: 0.5848, recall: 0.4276, relative_absolute_error: 2.3759, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.7566, root_relative_squared_error: 2.1806, scimark_benchmark: 1243.6043, usercpu_time_millis: 3921.43, usercpu_time_millis_testing: 0.261, usercpu_time_millis_training: 3921.169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7596, f_measure: 0.7519, kappa: 0.2813, kb_relative_information_score: -982.8977, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8585, predictive_accuracy: 0.7088, prior_entropy: 0.5848, recall: 0.7088, relative_absolute_error: 0.9572, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.4063, root_relative_squared_error: 1.1709, scimark_benchmark: 1265.8651, usercpu_time_millis: 1969.851, usercpu_time_millis_testing: 0.308, usercpu_time_millis_training: 1969.543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1247.8268, usercpu_time_millis: 4.258, usercpu_time_millis_testing: 0.296, usercpu_time_millis_training: 3.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1264.0303, usercpu_time_millis: 4.618, usercpu_time_millis_testing: 0.311, usercpu_time_millis_training: 4.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1268.2804, usercpu_time_millis: 4.606, usercpu_time_millis_testing: 0.325, usercpu_time_millis_training: 4.281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9436, f_measure: 0.9332, kappa: 0.6992, kb_relative_information_score: 1790.3537, mean_absolute_error: 0.1234, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9425, predictive_accuracy: 0.9399, prior_entropy: 0.5848, recall: 0.9399, relative_absolute_error: 0.512, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2181, root_relative_squared_error: 0.6287, scimark_benchmark: 1244.1594, usercpu_time_millis: 4.643, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 4.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9089, f_measure: 0.8533, kappa: 0.2975, kb_relative_information_score: 908.8734, mean_absolute_error: 0.1926, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.895, predictive_accuracy: 0.8869, prior_entropy: 0.5848, recall: 0.8869, relative_absolute_error: 0.7995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2868, root_relative_squared_error: 0.8267, scimark_benchmark: 1249.1487, usercpu_time_millis: 4.182, usercpu_time_millis_testing: 0.278, usercpu_time_millis_training: 3.904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1262.3478, usercpu_time_millis: 4.545, usercpu_time_millis_testing: 0.318, usercpu_time_millis_training: 4.227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1252.3287, usercpu_time_millis: 4.129, usercpu_time_millis_testing: 0.276, usercpu_time_millis_training: 3.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9498, f_measure: 0.9335, kappa: 0.7004, kb_relative_information_score: 1758.983, mean_absolute_error: 0.1312, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.943, predictive_accuracy: 0.9402, prior_entropy: 0.5848, recall: 0.9402, relative_absolute_error: 0.5445, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.22, root_relative_squared_error: 0.6339, scimark_benchmark: 1237.9523, usercpu_time_millis: 4.964, usercpu_time_millis_testing: 0.292, usercpu_time_millis_training: 4.672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1270.3757, usercpu_time_millis: 4.844, usercpu_time_millis_testing: 0.292, usercpu_time_millis_training: 4.552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1268.6969, usercpu_time_millis: 4.219, usercpu_time_millis_testing: 0.31, usercpu_time_millis_training: 3.909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8939, f_measure: 0.7953, kb_relative_information_score: 470.6479, mean_absolute_error: 0.2205, 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: 0.9153, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3198, root_relative_squared_error: 0.9218, scimark_benchmark: 1261.7361, usercpu_time_millis: 4.422, usercpu_time_millis_testing: 0.308, usercpu_time_millis_training: 4.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9482, f_measure: 0.8929, kappa: 0.4996, kb_relative_information_score: 1388.6266, mean_absolute_error: 0.1616, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9176, predictive_accuracy: 0.9109, prior_entropy: 0.5848, recall: 0.9109, relative_absolute_error: 0.6705, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2511, root_relative_squared_error: 0.7238, scimark_benchmark: 1242.5658, usercpu_time_millis: 4.662, usercpu_time_millis_testing: 0.287, usercpu_time_millis_training: 4.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1233.1107, usercpu_time_millis: 4.2, usercpu_time_millis_testing: 0.281, usercpu_time_millis_training: 3.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1256.7654, usercpu_time_millis: 4.317, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 4.031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6462, f_measure: 0.3238, kappa: 0.0527, kb_relative_information_score: -5423.4123, mean_absolute_error: 0.4121, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8563, predictive_accuracy: 0.3062, prior_entropy: 0.5848, recall: 0.3062, relative_absolute_error: 1.7104, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.4526, root_relative_squared_error: 1.3043, scimark_benchmark: 1268.6968, usercpu_time_millis: 2969.174, usercpu_time_millis_testing: 0.24, usercpu_time_millis_training: 2968.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7627, f_measure: 0.753, kappa: 0.2874, kb_relative_information_score: -963.5686, mean_absolute_error: 0.2287, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8613, predictive_accuracy: 0.71, prior_entropy: 0.5848, recall: 0.71, relative_absolute_error: 0.9492, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.4054, root_relative_squared_error: 1.1685, scimark_benchmark: 1239.0023, usercpu_time_millis: 2108.974, usercpu_time_millis_testing: 0.345, usercpu_time_millis_training: 2108.629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6191, f_measure: 0.6867, kappa: 0.2165, kb_relative_information_score: -3137.2867, mean_absolute_error: 0.3777, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8562, predictive_accuracy: 0.6304, prior_entropy: 0.5848, recall: 0.6304, relative_absolute_error: 1.5675, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.6061, root_relative_squared_error: 1.7468, scimark_benchmark: 1261.1463, usercpu_time_millis: 741.448, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 741.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9446, f_measure: 0.8479, kappa: 0.2695, kb_relative_information_score: 967.8381, mean_absolute_error: 0.1913, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8935, predictive_accuracy: 0.8841, prior_entropy: 0.5848, recall: 0.8841, relative_absolute_error: 0.7939, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2844, root_relative_squared_error: 0.8197, scimark_benchmark: 1256.9483, usercpu_time_millis: 4.902, usercpu_time_millis_testing: 0.313, usercpu_time_millis_training: 4.589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5014, f_measure: 0.5019, kappa: -0.0001, kb_relative_information_score: -6100.8355, mean_absolute_error: 0.5354, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7592, predictive_accuracy: 0.4285, prior_entropy: 0.5848, recall: 0.4285, relative_absolute_error: 2.2221, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.7145, root_relative_squared_error: 2.0591, scimark_benchmark: 1268.0725, usercpu_time_millis: 2978.25, usercpu_time_millis_testing: 0.339, usercpu_time_millis_training: 2977.911,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1260.8157, usercpu_time_millis: 4.439, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 4.157,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.7628, kappa: 0.3274, kb_relative_information_score: -432.2589, mean_absolute_error: 0.1882, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8786, predictive_accuracy: 0.721, prior_entropy: 0.5848, recall: 0.721, relative_absolute_error: 0.7811, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.8752, scimark_benchmark: 1260.9282, usercpu_time_millis: 1324.045, usercpu_time_millis_testing: 0.293, usercpu_time_millis_training: 1323.752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9561, f_measure: 0.9623, kappa: 0.8361, kb_relative_information_score: 2257.9695, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.965, predictive_accuracy: 0.9643, prior_entropy: 0.5848, recall: 0.9643, relative_absolute_error: 0.3551, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.178, root_relative_squared_error: 0.513, scimark_benchmark: 1257.7355, usercpu_time_millis: 9.295, usercpu_time_millis_testing: 0.377, usercpu_time_millis_training: 8.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.9331, kappa: 0.6985, kb_relative_information_score: 1761.578, mean_absolute_error: 0.1316, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9428, predictive_accuracy: 0.9399, prior_entropy: 0.5848, recall: 0.9399, relative_absolute_error: 0.5461, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.22, root_relative_squared_error: 0.6341, scimark_benchmark: 1258.5021, usercpu_time_millis: 5.518, usercpu_time_millis_testing: 0.277, usercpu_time_millis_training: 5.241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7119, f_measure: 0.4348, kappa: 0.0876, kb_relative_information_score: -4421.8144, mean_absolute_error: 0.3667, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8604, predictive_accuracy: 0.3888, prior_entropy: 0.5848, recall: 0.3888, relative_absolute_error: 1.522, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.427, root_relative_squared_error: 1.2306, scimark_benchmark: 1240.2695, usercpu_time_millis: 4920.449, usercpu_time_millis_testing: 0.317, usercpu_time_millis_training: 4920.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1246.6991, usercpu_time_millis: 4.742, usercpu_time_millis_testing: 0.344, usercpu_time_millis_training: 4.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1250.2502, usercpu_time_millis: 4.921, usercpu_time_millis_testing: 0.368, usercpu_time_millis_training: 4.553,
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: 0.9263, f_measure: 0.8448, kappa: 0.2539, kb_relative_information_score: 895.8648, mean_absolute_error: 0.1944, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8904, predictive_accuracy: 0.8823, prior_entropy: 0.5848, recall: 0.8823, relative_absolute_error: 0.807, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2885, root_relative_squared_error: 0.8314, scimark_benchmark: 1245.6991, usercpu_time_millis: 4.357, usercpu_time_millis_testing: 0.285, usercpu_time_millis_training: 4.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9031, f_measure: 0.8054, kappa: 0.0513, kb_relative_information_score: 652.3382, mean_absolute_error: 0.2099, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8828, predictive_accuracy: 0.8643, prior_entropy: 0.5848, recall: 0.8643, relative_absolute_error: 0.8713, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3067, root_relative_squared_error: 0.8838, scimark_benchmark: 1263.6961, usercpu_time_millis: 4.851, usercpu_time_millis_testing: 0.348, usercpu_time_millis_training: 4.503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7717, f_measure: 0.5318, kappa: 0.1309, kb_relative_information_score: -3404.7942, mean_absolute_error: 0.3199, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.865, predictive_accuracy: 0.4724, prior_entropy: 0.5848, recall: 0.4724, relative_absolute_error: 1.3279, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3995, root_relative_squared_error: 1.1513, scimark_benchmark: 1273.6166, usercpu_time_millis: 2319.926, usercpu_time_millis_testing: 0.303, usercpu_time_millis_training: 2319.623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1240.2053, usercpu_time_millis: 4.276, usercpu_time_millis_testing: 0.293, usercpu_time_millis_training: 3.983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1263.4698, usercpu_time_millis: 4.75, usercpu_time_millis_testing: 0.323, usercpu_time_millis_training: 4.427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7077, f_measure: 0.4351, kappa: 0.0851, kb_relative_information_score: -4400.4049, mean_absolute_error: 0.3652, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8565, predictive_accuracy: 0.3885, prior_entropy: 0.5848, recall: 0.3885, relative_absolute_error: 1.5156, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.427, root_relative_squared_error: 1.2307, scimark_benchmark: 1248.9129, usercpu_time_millis: 3286.29, usercpu_time_millis_testing: 0.301, usercpu_time_millis_training: 3285.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5074, f_measure: 0.7504, kappa: 0.0758, kb_relative_information_score: -1404.5436, mean_absolute_error: 0.2736, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7787, predictive_accuracy: 0.728, prior_entropy: 0.5848, recall: 0.728, relative_absolute_error: 1.1357, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.5211, root_relative_squared_error: 1.5018, scimark_benchmark: 1250.6954, usercpu_time_millis: 2568.562, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 2568.273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.8944, kappa: 0.6024, kb_relative_information_score: 1530.2835, mean_absolute_error: 0.1011, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9119, predictive_accuracy: 0.8859, prior_entropy: 0.5848, recall: 0.8859, relative_absolute_error: 0.4197, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.6329, scimark_benchmark: 1237.7586, usercpu_time_millis: 340.192, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 339.903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1259.5821, usercpu_time_millis: 4.626, usercpu_time_millis_testing: 0.303, usercpu_time_millis_training: 4.323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7342, f_measure: 0.9372, kappa: 0.72, kb_relative_information_score: 2140.915, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9436, predictive_accuracy: 0.9427, prior_entropy: 0.5848, recall: 0.9427, relative_absolute_error: 0.2914, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2369, root_relative_squared_error: 0.6828, scimark_benchmark: 1276.2683, usercpu_time_millis: 403.099, usercpu_time_millis_testing: 0.277, usercpu_time_millis_training: 402.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.961, kappa: 0.8298, kb_relative_information_score: 2273.2073, mean_absolute_error: 0.0833, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9638, predictive_accuracy: 0.9631, prior_entropy: 0.5848, recall: 0.9631, relative_absolute_error: 0.3456, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1772, root_relative_squared_error: 0.5106, scimark_benchmark: 1258.3043, usercpu_time_millis: 8.846, usercpu_time_millis_testing: 0.316, usercpu_time_millis_training: 8.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1257.4489, usercpu_time_millis: 3.591, usercpu_time_millis_testing: 0.24, usercpu_time_millis_training: 3.351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9482, f_measure: 0.9146, kappa: 0.6082, kb_relative_information_score: 1528.1681, mean_absolute_error: 0.1503, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9302, predictive_accuracy: 0.9259, prior_entropy: 0.5848, recall: 0.9259, relative_absolute_error: 0.6239, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2394, root_relative_squared_error: 0.6899, scimark_benchmark: 1240.1941, usercpu_time_millis: 5.377, usercpu_time_millis_testing: 0.33, usercpu_time_millis_training: 5.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1255.7216, usercpu_time_millis: 3.984, usercpu_time_millis_testing: 0.317, usercpu_time_millis_training: 3.667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1272.3124, usercpu_time_millis: 4.042, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 3.768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1276.4466, usercpu_time_millis: 4.001, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 3.727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.9346, kappa: 0.7059, kb_relative_information_score: 1791.587, mean_absolute_error: 0.1289, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9439, predictive_accuracy: 0.9411, prior_entropy: 0.5848, recall: 0.9411, relative_absolute_error: 0.5348, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.6268, scimark_benchmark: 1280.2076, usercpu_time_millis: 5.134, usercpu_time_millis_testing: 0.259, usercpu_time_millis_training: 4.875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.8256, kappa: 0.1551, kb_relative_information_score: 771.8145, mean_absolute_error: 0.2023, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8811, predictive_accuracy: 0.8728, prior_entropy: 0.5848, recall: 0.8728, relative_absolute_error: 0.8397, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2976, root_relative_squared_error: 0.8576, scimark_benchmark: 1277.6617, usercpu_time_millis: 3.903, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 3.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.791, f_measure: 0.8217, kappa: 0.414, kb_relative_information_score: 76.5978, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8813, predictive_accuracy: 0.796, prior_entropy: 0.5848, recall: 0.796, relative_absolute_error: 0.7446, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3731, root_relative_squared_error: 1.0754, scimark_benchmark: 1273.0307, usercpu_time_millis: 1125.515, usercpu_time_millis_testing: 0.292, usercpu_time_millis_training: 1125.223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8922, kappa: 0.591, kb_relative_information_score: 1405.0959, mean_absolute_error: 0.1163, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.908, predictive_accuracy: 0.8841, prior_entropy: 0.5848, recall: 0.8841, relative_absolute_error: 0.4825, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.6469, scimark_benchmark: 1266.8159, usercpu_time_millis: 194.735, usercpu_time_millis_testing: 0.267, usercpu_time_millis_training: 194.468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, 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: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1263.2747, usercpu_time_millis: 4.721, usercpu_time_millis_testing: 0.32, usercpu_time_millis_training: 4.401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9436, f_measure: 0.9296, kappa: 0.6816, kb_relative_information_score: 1728.1281, mean_absolute_error: 0.1293, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9403, predictive_accuracy: 0.9372, prior_entropy: 0.5848, recall: 0.9372, relative_absolute_error: 0.5366, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.223, root_relative_squared_error: 0.6428, scimark_benchmark: 1264.2894, usercpu_time_millis: 5.028, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 4.669,

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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From your own software

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

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