OpenML
Supervised Classification on phoneme

Supervised Classification on phoneme

Task 145857 Supervised Classification phoneme 102354 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1336.7268, usercpu_time_millis: 0.146, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7386, kappa: 0.3523, kb_relative_information_score: 1274.1178, mean_absolute_error: 0.313, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7356, predictive_accuracy: 0.7487, prior_entropy: 0.8733, recall: 0.7487, relative_absolute_error: 0.7546, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1325.5826, usercpu_time_millis: 0.179, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7386, kappa: 0.3523, kb_relative_information_score: 1272.5495, mean_absolute_error: 0.3131, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7356, predictive_accuracy: 0.7487, prior_entropy: 0.8733, recall: 0.7487, relative_absolute_error: 0.7549, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1338.6447, usercpu_time_millis: 0.182, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7311, kappa: 0.3307, kb_relative_information_score: 1207.2905, mean_absolute_error: 0.3193, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7284, predictive_accuracy: 0.7441, prior_entropy: 0.8733, recall: 0.7441, relative_absolute_error: 0.7699, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1341.9462, usercpu_time_millis: 0.175, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1337.0535, usercpu_time_millis: 0.143, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1341.2245, usercpu_time_millis: 0.185, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7606, f_measure: 0.585, kb_relative_information_score: 130.6347, mean_absolute_error: 0.4061, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9793, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4464, root_relative_squared_error: 0.9804, scimark_benchmark: 1344.3727, usercpu_time_millis: 0.216, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 0.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1340.0438, usercpu_time_millis: 0.185, usercpu_time_millis_testing: 0.102, usercpu_time_millis_training: 0.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7377, kappa: 0.3497, kb_relative_information_score: 1261.2571, mean_absolute_error: 0.3142, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7347, predictive_accuracy: 0.7482, prior_entropy: 0.8733, recall: 0.7482, relative_absolute_error: 0.7576, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8724, scimark_benchmark: 1341.1715, usercpu_time_millis: 0.253, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 0.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.724, kappa: 0.3102, kb_relative_information_score: 1139.7017, mean_absolute_error: 0.3257, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7221, predictive_accuracy: 0.7402, prior_entropy: 0.8733, recall: 0.7402, relative_absolute_error: 0.7852, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8729, scimark_benchmark: 1336.3363, usercpu_time_millis: 0.141, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1330.1462, usercpu_time_millis: 0.129, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8043, f_measure: 0.6208, kappa: 0.0605, kb_relative_information_score: 666.4721, mean_absolute_error: 0.3654, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6567, predictive_accuracy: 0.7076, prior_entropy: 0.8733, recall: 0.7076, relative_absolute_error: 0.881, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4135, root_relative_squared_error: 0.908, scimark_benchmark: 1316.0609, usercpu_time_millis: 0.177, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 0.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1332.5387, usercpu_time_millis: 0.117, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1320.0456, usercpu_time_millis: 0.147, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8099, f_measure: 0.6693, kappa: 0.1663, kb_relative_information_score: 813.568, mean_absolute_error: 0.3538, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6846, predictive_accuracy: 0.7185, prior_entropy: 0.8733, recall: 0.7185, relative_absolute_error: 0.853, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4065, root_relative_squared_error: 0.8927, scimark_benchmark: 1319.2834, usercpu_time_millis: 0.171, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8125, f_measure: 0.7371, kappa: 0.3477, kb_relative_information_score: 1255.8595, mean_absolute_error: 0.3147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7341, predictive_accuracy: 0.7478, prior_entropy: 0.8733, recall: 0.7478, relative_absolute_error: 0.7589, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8723, scimark_benchmark: 1322.3852, usercpu_time_millis: 0.176, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1346.9428, usercpu_time_millis: 0.178, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.805, f_measure: 0.6499, kappa: 0.1209, kb_relative_information_score: 741.7543, mean_absolute_error: 0.3593, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6718, predictive_accuracy: 0.7124, prior_entropy: 0.8733, recall: 0.7124, relative_absolute_error: 0.8664, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4101, root_relative_squared_error: 0.9006, scimark_benchmark: 1324.402, usercpu_time_millis: 0.338, usercpu_time_millis_testing: 0.213, usercpu_time_millis_training: 0.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1349.1312, usercpu_time_millis: 0.31, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7391, kappa: 0.3535, kb_relative_information_score: 1277.2514, mean_absolute_error: 0.3127, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.736, predictive_accuracy: 0.7491, prior_entropy: 0.8733, recall: 0.7491, relative_absolute_error: 0.7539, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1349.8314, usercpu_time_millis: 0.182, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8122, f_measure: 0.7141, kappa: 0.2829, kb_relative_information_score: 1062.8091, mean_absolute_error: 0.3325, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7134, predictive_accuracy: 0.7345, prior_entropy: 0.8733, recall: 0.7345, relative_absolute_error: 0.8018, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3987, root_relative_squared_error: 0.8757, scimark_benchmark: 1334.0451, usercpu_time_millis: 0.235, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1308.418, usercpu_time_millis: 0.181, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1334.1333, usercpu_time_millis: 0.238, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 0.142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7374, kappa: 0.3486, kb_relative_information_score: 1254.1082, mean_absolute_error: 0.3149, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7345, predictive_accuracy: 0.7482, prior_entropy: 0.8733, recall: 0.7482, relative_absolute_error: 0.7592, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8724, scimark_benchmark: 1341.9503, usercpu_time_millis: 0.169, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7379, kappa: 0.3504, kb_relative_information_score: 1270.9537, mean_absolute_error: 0.3133, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7349, predictive_accuracy: 0.7482, prior_entropy: 0.8733, recall: 0.7482, relative_absolute_error: 0.7553, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8726, scimark_benchmark: 1343.0855, usercpu_time_millis: 0.337, usercpu_time_millis_testing: 0.127, usercpu_time_millis_training: 0.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1342.5455, usercpu_time_millis: 0.149, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1339.3735, usercpu_time_millis: 0.139, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7378, kappa: 0.3498, kb_relative_information_score: 1258.9553, mean_absolute_error: 0.3144, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7348, predictive_accuracy: 0.7483, prior_entropy: 0.8733, recall: 0.7483, relative_absolute_error: 0.7581, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8724, scimark_benchmark: 1338.4747, usercpu_time_millis: 0.153, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7377, kappa: 0.3497, kb_relative_information_score: 1262.2807, mean_absolute_error: 0.3141, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7347, predictive_accuracy: 0.7482, prior_entropy: 0.8733, recall: 0.7482, relative_absolute_error: 0.7574, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8725, scimark_benchmark: 1321.3279, usercpu_time_millis: 0.175, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1340.388, usercpu_time_millis: 0.145, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7235, kappa: 0.3091, kb_relative_information_score: 1139.467, mean_absolute_error: 0.3256, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7215, predictive_accuracy: 0.7396, prior_entropy: 0.8733, recall: 0.7396, relative_absolute_error: 0.785, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3976, root_relative_squared_error: 0.8732, scimark_benchmark: 1337.9135, usercpu_time_millis: 0.145, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1325.8252, usercpu_time_millis: 0.124, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1316.266, usercpu_time_millis: 0.15, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1338.882, usercpu_time_millis: 0.115, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8125, f_measure: 0.736, kappa: 0.3441, kb_relative_information_score: 1236.0632, mean_absolute_error: 0.3166, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7331, predictive_accuracy: 0.7474, prior_entropy: 0.8733, recall: 0.7474, relative_absolute_error: 0.7634, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.8721, scimark_benchmark: 1335.7647, usercpu_time_millis: 0.152, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7258, kappa: 0.3154, kb_relative_information_score: 1151.3354, mean_absolute_error: 0.3245, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7238, predictive_accuracy: 0.7413, prior_entropy: 0.8733, recall: 0.7413, relative_absolute_error: 0.7824, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8728, scimark_benchmark: 1326.618, usercpu_time_millis: 0.165, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.11,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7232, kappa: 0.3083, kb_relative_information_score: 1134.3568, mean_absolute_error: 0.3261, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7214, predictive_accuracy: 0.7396, prior_entropy: 0.8733, recall: 0.7396, relative_absolute_error: 0.7863, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3976, root_relative_squared_error: 0.8731, scimark_benchmark: 1322.4122, usercpu_time_millis: 0.147, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1342.3167, usercpu_time_millis: 0.158, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7371, kappa: 0.3478, kb_relative_information_score: 1254.1165, mean_absolute_error: 0.3149, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7342, predictive_accuracy: 0.748, prior_entropy: 0.8733, recall: 0.748, relative_absolute_error: 0.7593, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8723, scimark_benchmark: 1328.0388, usercpu_time_millis: 0.198, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.738, kappa: 0.3504, kb_relative_information_score: 1260.7048, mean_absolute_error: 0.3142, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7351, predictive_accuracy: 0.7485, prior_entropy: 0.8733, recall: 0.7485, relative_absolute_error: 0.7577, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8725, scimark_benchmark: 1344.7662, usercpu_time_millis: 0.168, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1324.8452, usercpu_time_millis: 0.289, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1337.2692, usercpu_time_millis: 0.303, usercpu_time_millis_testing: 0.214, usercpu_time_millis_training: 0.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1343.4181, usercpu_time_millis: 0.157, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.7273, kappa: 0.3202, kb_relative_information_score: 1185.5645, mean_absolute_error: 0.3214, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7249, predictive_accuracy: 0.7417, prior_entropy: 0.8733, recall: 0.7417, relative_absolute_error: 0.7749, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1322.3979, usercpu_time_millis: 0.201, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1343.3998, usercpu_time_millis: 0.165, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1362.7493, usercpu_time_millis: 0.114, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8128, f_measure: 0.7007, kappa: 0.2463, kb_relative_information_score: 995.6496, mean_absolute_error: 0.3386, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7029, predictive_accuracy: 0.7282, prior_entropy: 0.8733, recall: 0.7282, relative_absolute_error: 0.8163, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4001, root_relative_squared_error: 0.8787, scimark_benchmark: 1340.3062, usercpu_time_millis: 0.137, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7374, kappa: 0.3486, kb_relative_information_score: 1254.3827, mean_absolute_error: 0.3148, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7345, predictive_accuracy: 0.7482, prior_entropy: 0.8733, recall: 0.7482, relative_absolute_error: 0.7591, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8724, scimark_benchmark: 1338.8869, usercpu_time_millis: 0.178, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8128, f_measure: 0.6926, kappa: 0.2249, kb_relative_information_score: 950.7357, mean_absolute_error: 0.3425, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6969, predictive_accuracy: 0.7246, prior_entropy: 0.8733, recall: 0.7246, relative_absolute_error: 0.8257, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4014, root_relative_squared_error: 0.8814, scimark_benchmark: 1336.3025, usercpu_time_millis: 0.168, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7197, kappa: 0.2983, kb_relative_information_score: 1101.9988, mean_absolute_error: 0.329, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7186, predictive_accuracy: 0.738, prior_entropy: 0.8733, recall: 0.738, relative_absolute_error: 0.7933, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3981, root_relative_squared_error: 0.8742, scimark_benchmark: 1339.3622, usercpu_time_millis: 0.15, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1341.3708, usercpu_time_millis: 0.16, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7391, kappa: 0.3535, kb_relative_information_score: 1274.2989, mean_absolute_error: 0.3129, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.736, predictive_accuracy: 0.7491, prior_entropy: 0.8733, recall: 0.7491, relative_absolute_error: 0.7546, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1334.2554, usercpu_time_millis: 0.178, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8125, f_measure: 0.733, kappa: 0.3361, kb_relative_information_score: 1223.2267, mean_absolute_error: 0.3178, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7303, predictive_accuracy: 0.7454, prior_entropy: 0.8733, recall: 0.7454, relative_absolute_error: 0.7663, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.8721, scimark_benchmark: 1320.24, usercpu_time_millis: 0.159, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7197, kappa: 0.2983, kb_relative_information_score: 1103.6976, mean_absolute_error: 0.3288, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7186, predictive_accuracy: 0.738, prior_entropy: 0.8733, recall: 0.738, relative_absolute_error: 0.7929, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.398, root_relative_squared_error: 0.8741, scimark_benchmark: 1334.3106, usercpu_time_millis: 0.151, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.585, kb_relative_information_score: 382.8379, mean_absolute_error: 0.3879, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9352, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4291, root_relative_squared_error: 0.9422, scimark_benchmark: 1306.9847, usercpu_time_millis: 0.175, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8001, f_measure: 0.585, kb_relative_information_score: 105.4875, mean_absolute_error: 0.4075, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9825, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4477, root_relative_squared_error: 0.9831, scimark_benchmark: 1310.4744, usercpu_time_millis: 0.151, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8125, f_measure: 0.7369, kappa: 0.3472, kb_relative_information_score: 1252.062, mean_absolute_error: 0.3151, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.734, predictive_accuracy: 0.7478, prior_entropy: 0.8733, recall: 0.7478, relative_absolute_error: 0.7597, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8723, scimark_benchmark: 1325.1221, usercpu_time_millis: 0.158, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1345.5313, usercpu_time_millis: 0.128, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.738, f_measure: 0.585, kb_relative_information_score: 64.5334, mean_absolute_error: 0.4105, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9899, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4509, root_relative_squared_error: 0.9902, scimark_benchmark: 1346.9407, usercpu_time_millis: 0.147, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1335.6467, usercpu_time_millis: 0.16, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1342.2281, usercpu_time_millis: 0.131, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8125, f_measure: 0.7269, kappa: 0.319, kb_relative_information_score: 1176.9132, mean_absolute_error: 0.3222, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7246, predictive_accuracy: 0.7415, prior_entropy: 0.8733, recall: 0.7415, relative_absolute_error: 0.7768, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8724, scimark_benchmark: 1321.8071, usercpu_time_millis: 0.147, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7393, kappa: 0.3541, kb_relative_information_score: 1277.9846, mean_absolute_error: 0.3126, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7363, predictive_accuracy: 0.7493, prior_entropy: 0.8733, recall: 0.7493, relative_absolute_error: 0.7537, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1330.9106, usercpu_time_millis: 0.303, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1330.7915, usercpu_time_millis: 0.195, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1328.2112, 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: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1326.1262, usercpu_time_millis: 0.142, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8121, f_measure: 0.7173, kappa: 0.2917, kb_relative_information_score: 1083.3713, mean_absolute_error: 0.3306, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7162, predictive_accuracy: 0.7363, prior_entropy: 0.8733, recall: 0.7363, relative_absolute_error: 0.7972, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3984, root_relative_squared_error: 0.875, scimark_benchmark: 1351.6324, usercpu_time_millis: 0.159, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.103,

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

OpenML bootcamp

From your own software

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

OpenML APIs