OpenML
Supervised Classification on yeast

Supervised Classification on yeast

Task 2119 Supervised Classification yeast 321 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8432, f_measure: 0.5909, kappa: 0.4785, kb_relative_information_score: 233.3246, mean_absolute_error: 0.1029, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5885, predictive_accuracy: 0.5992, prior_entropy: 2.5035, recall: 0.5992, relative_absolute_error: 0.6623, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2312, root_relative_squared_error: 0.8304, scimark_benchmark: 1281.7531, usercpu_time_millis: 1120, usercpu_time_millis_testing: 250, usercpu_time_millis_training: 870,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7987, f_measure: 0.5517, kappa: 0.4338, kb_relative_information_score: 206.2338, mean_absolute_error: 0.1126, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.562, predictive_accuracy: 0.5624, prior_entropy: 2.5035, recall: 0.5624, relative_absolute_error: 0.7251, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2433, root_relative_squared_error: 0.8741, scimark_benchmark: 1314.7093, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6031, f_measure: 0.369, kappa: 0.2167, kb_relative_information_score: 132.6423, mean_absolute_error: 0.1112, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.4623, predictive_accuracy: 0.4438, prior_entropy: 2.5035, recall: 0.4438, relative_absolute_error: 0.7162, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.3335, root_relative_squared_error: 1.1981, scimark_benchmark: 918.0213, usercpu_time_millis: 940, usercpu_time_millis_testing: 390, usercpu_time_millis_training: 550,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7985, f_measure: 0.5421, kappa: 0.4211, kb_relative_information_score: 206.6273, mean_absolute_error: 0.1126, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5458, predictive_accuracy: 0.5521, prior_entropy: 2.5035, recall: 0.5521, relative_absolute_error: 0.7251, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2435, root_relative_squared_error: 0.8749, scimark_benchmark: 918.0213, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7987, f_measure: 0.5517, kappa: 0.4338, kb_relative_information_score: 206.2338, mean_absolute_error: 0.1126, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.562, predictive_accuracy: 0.5624, prior_entropy: 2.5035, recall: 0.5624, relative_absolute_error: 0.7251, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2433, root_relative_squared_error: 0.8741, scimark_benchmark: 918.0213, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7987, f_measure: 0.5517, kappa: 0.4338, kb_relative_information_score: 206.2338, mean_absolute_error: 0.1126, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.562, predictive_accuracy: 0.5624, prior_entropy: 2.5035, recall: 0.5624, relative_absolute_error: 0.7251, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2433, root_relative_squared_error: 0.8741, scimark_benchmark: 918.0213, usercpu_time_millis: 20, usercpu_time_millis_testing: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7987, f_measure: 0.5517, kappa: 0.4338, kb_relative_information_score: 206.2338, mean_absolute_error: 0.1126, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.562, predictive_accuracy: 0.5624, prior_entropy: 2.5035, recall: 0.5624, relative_absolute_error: 0.7251, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2433, root_relative_squared_error: 0.8741, scimark_benchmark: 1288.1375, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8168, f_measure: 0.5906, kappa: 0.4825, kb_relative_information_score: 219.4037, mean_absolute_error: 0.1072, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5975, predictive_accuracy: 0.6012, prior_entropy: 2.5035, recall: 0.6012, relative_absolute_error: 0.6901, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2365, root_relative_squared_error: 0.8496, scimark_benchmark: 918.0213, usercpu_time_millis: 190, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7987, f_measure: 0.5517, kappa: 0.4338, kb_relative_information_score: 206.2338, mean_absolute_error: 0.1126, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.562, predictive_accuracy: 0.5624, prior_entropy: 2.5035, recall: 0.5624, relative_absolute_error: 0.7251, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2433, root_relative_squared_error: 0.8741, scimark_benchmark: 1345.7204, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7987, f_measure: 0.5517, kappa: 0.4338, kb_relative_information_score: 206.2338, mean_absolute_error: 0.1126, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.562, predictive_accuracy: 0.5624, prior_entropy: 2.5035, recall: 0.5624, relative_absolute_error: 0.7251, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2433, root_relative_squared_error: 0.8741, scimark_benchmark: 933.1165, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7987, f_measure: 0.5517, kappa: 0.4338, kb_relative_information_score: 206.2338, mean_absolute_error: 0.1126, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.562, predictive_accuracy: 0.5624, prior_entropy: 2.5035, recall: 0.5624, relative_absolute_error: 0.7251, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2433, root_relative_squared_error: 0.8741, scimark_benchmark: 933.1165, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7987, f_measure: 0.5517, kappa: 0.4338, kb_relative_information_score: 206.2338, mean_absolute_error: 0.1126, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.562, predictive_accuracy: 0.5624, prior_entropy: 2.5035, recall: 0.5624, relative_absolute_error: 0.7251, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2433, root_relative_squared_error: 0.8741, scimark_benchmark: 926.6704, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7987, f_measure: 0.5517, kappa: 0.4338, kb_relative_information_score: 206.2338, mean_absolute_error: 0.1126, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.562, predictive_accuracy: 0.5624, prior_entropy: 2.5035, recall: 0.5624, relative_absolute_error: 0.7251, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2433, root_relative_squared_error: 0.8741, scimark_benchmark: 1322.7383, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8168, f_measure: 0.5906, kappa: 0.4825, kb_relative_information_score: 219.4037, mean_absolute_error: 0.1072, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5975, predictive_accuracy: 0.6012, prior_entropy: 2.5035, recall: 0.6012, relative_absolute_error: 0.6901, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2365, root_relative_squared_error: 0.8496, scimark_benchmark: 1312.0581, usercpu_time_millis: 120, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7987, f_measure: 0.5517, kappa: 0.4338, kb_relative_information_score: 206.2338, mean_absolute_error: 0.1126, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.562, predictive_accuracy: 0.5624, prior_entropy: 2.5035, recall: 0.5624, relative_absolute_error: 0.7251, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2433, root_relative_squared_error: 0.8741, scimark_benchmark: 1354.7191, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8028, f_measure: 0.5478, kappa: 0.4093, kb_relative_information_score: 215.4779, mean_absolute_error: 0.1039, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.553, predictive_accuracy: 0.5521, prior_entropy: 2.5035, recall: 0.5521, relative_absolute_error: 0.669, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.9095, scimark_benchmark: 916.6405, usercpu_time_millis: 4560, usercpu_time_millis_testing: 4560,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6801, f_measure: 0.5049, kappa: 0.3649, kb_relative_information_score: 200.3133, mean_absolute_error: 0.099, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.507, predictive_accuracy: 0.5051, prior_entropy: 2.5035, recall: 0.5051, relative_absolute_error: 0.6372, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.3146, root_relative_squared_error: 1.1301, scimark_benchmark: 1340.1351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7721, f_measure: 0.5733, kappa: 0.4591, kb_relative_information_score: 236.0175, mean_absolute_error: 0.0942, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5802, predictive_accuracy: 0.5787, prior_entropy: 2.5035, recall: 0.5787, relative_absolute_error: 0.6063, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2648, root_relative_squared_error: 0.951, scimark_benchmark: 1345.842, usercpu_time_millis: 1110, usercpu_time_millis_testing: 220, usercpu_time_millis_training: 890,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8272, f_measure: 0.5949, kappa: 0.4866, kb_relative_information_score: 221.4917, mean_absolute_error: 0.1067, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.6073, predictive_accuracy: 0.6053, prior_entropy: 2.5035, recall: 0.6053, relative_absolute_error: 0.6871, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2338, root_relative_squared_error: 0.84, scimark_benchmark: 1329.8902, usercpu_time_millis: 200, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.804, f_measure: 0.5515, kappa: 0.4263, kb_relative_information_score: 208.4185, mean_absolute_error: 0.1093, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5688, predictive_accuracy: 0.5603, prior_entropy: 2.5035, recall: 0.5603, relative_absolute_error: 0.7035, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2436, root_relative_squared_error: 0.8751, scimark_benchmark: 1320.9026, usercpu_time_millis: 330, usercpu_time_millis_training: 330,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7834, f_measure: 0.5344, kappa: 0.4159, kb_relative_information_score: 198.0866, mean_absolute_error: 0.1138, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5539, predictive_accuracy: 0.5501, prior_entropy: 2.5035, recall: 0.5501, relative_absolute_error: 0.7324, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2471, root_relative_squared_error: 0.8877, scimark_benchmark: 922.1419, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7834, f_measure: 0.5344, kappa: 0.4159, kb_relative_information_score: 198.0866, mean_absolute_error: 0.1138, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5539, predictive_accuracy: 0.5501, prior_entropy: 2.5035, recall: 0.5501, relative_absolute_error: 0.7324, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2471, root_relative_squared_error: 0.8877, scimark_benchmark: 1249.4068, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7834, f_measure: 0.5344, kappa: 0.4159, kb_relative_information_score: 198.0866, mean_absolute_error: 0.1138, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5539, predictive_accuracy: 0.5501, prior_entropy: 2.5035, recall: 0.5501, relative_absolute_error: 0.7324, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2471, root_relative_squared_error: 0.8877, scimark_benchmark: 1327.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.804, f_measure: 0.5515, kappa: 0.4263, kb_relative_information_score: 208.4185, mean_absolute_error: 0.1093, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5688, predictive_accuracy: 0.5603, prior_entropy: 2.5035, recall: 0.5603, relative_absolute_error: 0.7035, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2436, root_relative_squared_error: 0.8751, scimark_benchmark: 1319.4881, usercpu_time_millis: 370, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7834, f_measure: 0.5344, kappa: 0.4159, kb_relative_information_score: 198.0866, mean_absolute_error: 0.1138, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5539, predictive_accuracy: 0.5501, prior_entropy: 2.5035, recall: 0.5501, relative_absolute_error: 0.7324, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2471, root_relative_squared_error: 0.8877, scimark_benchmark: 1168.3268, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7466, f_measure: 0.5487, kappa: 0.4311, kb_relative_information_score: 234.2511, mean_absolute_error: 0.0918, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5572, predictive_accuracy: 0.5603, prior_entropy: 2.5035, recall: 0.5603, relative_absolute_error: 0.591, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2785, root_relative_squared_error: 1.0003, scimark_benchmark: 1327.2954, usercpu_time_millis: 1090, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1080,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7359, f_measure: 0.537, kappa: 0.4042, kb_relative_information_score: 195.6955, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5487, predictive_accuracy: 0.5481, prior_entropy: 2.5035, recall: 0.5481, relative_absolute_error: 0.701, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.257, root_relative_squared_error: 0.9231, scimark_benchmark: 932.0242, usercpu_time_millis: 440, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 430,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7013, f_measure: 0.5445, kappa: 0.4123, kb_relative_information_score: 221.8816, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.545, predictive_accuracy: 0.546, prior_entropy: 2.5035, recall: 0.546, relative_absolute_error: 0.5902, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2998, root_relative_squared_error: 1.0771, scimark_benchmark: 1305.7231, usercpu_time_millis: 120, usercpu_time_millis_testing: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6775, f_measure: 0.5154, kappa: 0.3721, kb_relative_information_score: 209.9502, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5198, predictive_accuracy: 0.5235, prior_entropy: 2.5035, recall: 0.5235, relative_absolute_error: 0.6135, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.3087, root_relative_squared_error: 1.1089, scimark_benchmark: 1327.5791, usercpu_time_millis: 26590, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 26510,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8409, f_measure: 0.5794, kappa: 0.4629, kb_relative_information_score: 152.3577, mean_absolute_error: 0.1316, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5955, predictive_accuracy: 0.589, prior_entropy: 2.5035, recall: 0.589, relative_absolute_error: 0.8472, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2453, root_relative_squared_error: 0.8811, scimark_benchmark: 1334.4761, usercpu_time_millis: 1220, usercpu_time_millis_testing: 220, usercpu_time_millis_training: 1000,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8369, f_measure: 0.5724, kappa: 0.4539, kb_relative_information_score: 146.6358, mean_absolute_error: 0.1331, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5928, predictive_accuracy: 0.5828, prior_entropy: 2.5035, recall: 0.5828, relative_absolute_error: 0.8568, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2471, root_relative_squared_error: 0.8876, scimark_benchmark: 1275.9462, usercpu_time_millis: 560, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 460,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6031, f_measure: 0.369, kappa: 0.2167, kb_relative_information_score: 132.6423, mean_absolute_error: 0.1112, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.4623, predictive_accuracy: 0.4438, prior_entropy: 2.5035, recall: 0.4438, relative_absolute_error: 0.7162, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.3335, root_relative_squared_error: 1.1981, scimark_benchmark: 1319.7801, usercpu_time_millis: 680, usercpu_time_millis_testing: 310, usercpu_time_millis_training: 370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7987, f_measure: 0.5517, kappa: 0.4338, kb_relative_information_score: 206.2338, mean_absolute_error: 0.1126, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.562, predictive_accuracy: 0.5624, prior_entropy: 2.5035, recall: 0.5624, relative_absolute_error: 0.7251, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2433, root_relative_squared_error: 0.8741, scimark_benchmark: 891.9953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7256, f_measure: 0.5117, kappa: 0.3735, kb_relative_information_score: 197.2134, mean_absolute_error: 0.105, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5096, predictive_accuracy: 0.5194, prior_entropy: 2.5035, recall: 0.5194, relative_absolute_error: 0.6758, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2771, root_relative_squared_error: 0.9954, scimark_benchmark: 1315.3709, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7256, f_measure: 0.5117, kappa: 0.3735, kb_relative_information_score: 197.2134, mean_absolute_error: 0.105, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5096, predictive_accuracy: 0.5194, prior_entropy: 2.5035, recall: 0.5194, relative_absolute_error: 0.6758, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2771, root_relative_squared_error: 0.9954, scimark_benchmark: 1360.2771, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8199, f_measure: 0.5483, kappa: 0.4295, kb_relative_information_score: 217.7041, mean_absolute_error: 0.1045, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5618, predictive_accuracy: 0.5583, prior_entropy: 2.5035, recall: 0.5583, relative_absolute_error: 0.673, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2402, root_relative_squared_error: 0.8629, scimark_benchmark: 924.1296, usercpu_time_millis: 40, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 10,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7015, f_measure: 0.5383, kappa: 0.4155, kb_relative_information_score: 220.4192, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5728, predictive_accuracy: 0.5562, prior_entropy: 2.5035, recall: 0.5562, relative_absolute_error: 0.5714, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2979, root_relative_squared_error: 1.0702, scimark_benchmark: 916.9356, usercpu_time_millis: 90, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7968, f_measure: 0.5518, kappa: 0.4296, kb_relative_information_score: 205.0654, mean_absolute_error: 0.1127, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5578, predictive_accuracy: 0.5603, prior_entropy: 2.5035, recall: 0.5603, relative_absolute_error: 0.7257, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2437, root_relative_squared_error: 0.8753, scimark_benchmark: 1337.7959, usercpu_time_millis: 20, usercpu_time_millis_testing: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7989, f_measure: 0.5421, kappa: 0.4211, kb_relative_information_score: 205.2909, mean_absolute_error: 0.1133, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5458, predictive_accuracy: 0.5521, prior_entropy: 2.5035, recall: 0.5521, relative_absolute_error: 0.7292, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2434, root_relative_squared_error: 0.8743, scimark_benchmark: 1066.7184, usercpu_time_millis: 480, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 340,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8432, f_measure: 0.5909, kappa: 0.4785, kb_relative_information_score: 233.3246, mean_absolute_error: 0.1029, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5885, predictive_accuracy: 0.5992, prior_entropy: 2.5035, recall: 0.5992, relative_absolute_error: 0.6623, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2312, root_relative_squared_error: 0.8304, scimark_benchmark: 1319.9043, usercpu_time_millis: 1150, usercpu_time_millis_testing: 370, usercpu_time_millis_training: 780,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6467, f_measure: 0.4684, kappa: 0.307, kb_relative_information_score: 181.5639, mean_absolute_error: 0.1067, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.4733, predictive_accuracy: 0.4663, prior_entropy: 2.5035, recall: 0.4663, relative_absolute_error: 0.6872, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.3267, root_relative_squared_error: 1.1737, scimark_benchmark: 1315.0767, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7872, f_measure: 0.5661, kappa: 0.4441, kb_relative_information_score: 211.4395, mean_absolute_error: 0.1073, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5757, predictive_accuracy: 0.5726, prior_entropy: 2.5035, recall: 0.5726, relative_absolute_error: 0.6906, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2449, root_relative_squared_error: 0.8797, scimark_benchmark: 1318.5526, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7816, f_measure: 0.5689, kappa: 0.4503, kb_relative_information_score: 200.3169, mean_absolute_error: 0.1117, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5811, predictive_accuracy: 0.5787, prior_entropy: 2.5035, recall: 0.5787, relative_absolute_error: 0.7188, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.244, root_relative_squared_error: 0.8763, scimark_benchmark: 1290.1085, usercpu_time_millis: 240, usercpu_time_millis_training: 240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7008, f_measure: 0.5423, kappa: 0.4133, kb_relative_information_score: 227.4321, mean_absolute_error: 0.0908, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5444, predictive_accuracy: 0.546, prior_entropy: 2.5035, recall: 0.546, relative_absolute_error: 0.5845, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.3013, root_relative_squared_error: 1.0824, scimark_benchmark: 1327.8711, usercpu_time_millis: 500, usercpu_time_millis_testing: 250, usercpu_time_millis_training: 250,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5347, f_measure: 0.2667, kappa: 0.0763, kb_relative_information_score: 87.757, mean_absolute_error: 0.1305, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.3971, predictive_accuracy: 0.3476, prior_entropy: 2.5035, recall: 0.3476, relative_absolute_error: 0.8399, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.3612, root_relative_squared_error: 1.2975, scimark_benchmark: 1384.4418, usercpu_time_millis: 90, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7275, f_measure: 0.5402, kappa: 0.4101, kb_relative_information_score: 209.7868, mean_absolute_error: 0.1032, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5454, predictive_accuracy: 0.546, prior_entropy: 2.5035, recall: 0.546, relative_absolute_error: 0.6641, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2738, root_relative_squared_error: 0.9837, scimark_benchmark: 1384.4418, usercpu_time_millis: 280, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 270,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5517, f_measure: 0.2748, kappa: 0.1165, kb_relative_information_score: 95.777, mean_absolute_error: 0.1305, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.2326, predictive_accuracy: 0.3476, prior_entropy: 2.5035, recall: 0.3476, relative_absolute_error: 0.8399, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.3612, root_relative_squared_error: 1.2975, scimark_benchmark: 1466.6185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7107, f_measure: 0.5552, kappa: 0.4243, kb_relative_information_score: 221.5576, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5695, predictive_accuracy: 0.5542, prior_entropy: 2.5035, recall: 0.5542, relative_absolute_error: 0.574, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2986, root_relative_squared_error: 1.0726, scimark_benchmark: 1466.6185, usercpu_time_millis: 1870, usercpu_time_millis_training: 1870,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1474, kb_relative_information_score: 2.2262, mean_absolute_error: 0.1556, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.0966, predictive_accuracy: 0.3108, prior_entropy: 2.5035, recall: 0.3108, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2786, root_relative_squared_error: 1.0007, scimark_benchmark: 1028.5889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7324, f_measure: 0.5437, kappa: 0.4104, kb_relative_information_score: 208.4673, mean_absolute_error: 0.1049, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5478, predictive_accuracy: 0.5481, prior_entropy: 2.5035, recall: 0.5481, relative_absolute_error: 0.6754, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2711, root_relative_squared_error: 0.9737, scimark_benchmark: 1028.5889, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7276, build_cpu_time: 1.495, build_memory: 1209693296, f_measure: 0.5131, kappa: 0.3862, kb_relative_information_score: 16.3098, mean_absolute_error: 0.1753, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5533, predictive_accuracy: 0.5399, prior_entropy: 2.5035, recall: 0.5399, relative_absolute_error: 1.1285, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2924, root_relative_squared_error: 1.0505, scimark_benchmark: 942.3919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7276, build_cpu_time: 1.329, build_memory: 1694921224, f_measure: 0.5131, kappa: 0.3862, kb_relative_information_score: 16.3098, mean_absolute_error: 0.1753, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5533, predictive_accuracy: 0.5399, prior_entropy: 2.5035, recall: 0.5399, relative_absolute_error: 1.1285, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2924, root_relative_squared_error: 1.0505, scimark_benchmark: 923.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7276, build_cpu_time: 1.633, build_memory: 224544224, f_measure: 0.5131, kappa: 0.3862, kb_relative_information_score: 16.3098, mean_absolute_error: 0.1753, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5533, predictive_accuracy: 0.5399, prior_entropy: 2.5035, recall: 0.5399, relative_absolute_error: 1.1285, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2924, root_relative_squared_error: 1.0505, scimark_benchmark: 874.2668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7276, build_cpu_time: 1.224, build_memory: 219321208, f_measure: 0.5131, kappa: 0.3862, kb_relative_information_score: 16.3098, mean_absolute_error: 0.1753, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5533, predictive_accuracy: 0.5399, prior_entropy: 2.5035, recall: 0.5399, relative_absolute_error: 1.1285, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2924, root_relative_squared_error: 1.0505, scimark_benchmark: 935.8685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7276, build_cpu_time: 1.188, build_memory: 591140000, f_measure: 0.5131, kappa: 0.3862, kb_relative_information_score: 16.3098, mean_absolute_error: 0.1753, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5533, predictive_accuracy: 0.5399, prior_entropy: 2.5035, recall: 0.5399, relative_absolute_error: 1.1285, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2924, root_relative_squared_error: 1.0505, scimark_benchmark: 926.9332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7857, build_cpu_time: 0.146, build_memory: 1092676688, f_measure: 0.5858, kappa: 0.4739, kb_relative_information_score: 94.3073, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5964, predictive_accuracy: 0.5951, prior_entropy: 2.5035, recall: 0.5951, relative_absolute_error: 0.9953, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2646, root_relative_squared_error: 0.9506, scimark_benchmark: 947.2691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7857, build_cpu_time: 0.094, build_memory: 1006246568, f_measure: 0.5858, kappa: 0.4739, kb_relative_information_score: 94.3073, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5964, predictive_accuracy: 0.5951, prior_entropy: 2.5035, recall: 0.5951, relative_absolute_error: 0.9953, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2646, root_relative_squared_error: 0.9506, scimark_benchmark: 939.1359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7857, build_cpu_time: 0.121, build_memory: 688895760, f_measure: 0.5858, kappa: 0.4739, kb_relative_information_score: 94.3073, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5964, predictive_accuracy: 0.5951, prior_entropy: 2.5035, recall: 0.5951, relative_absolute_error: 0.9953, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2646, root_relative_squared_error: 0.9506, scimark_benchmark: 907.1899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7857, build_cpu_time: 0.116, build_memory: 647789176, f_measure: 0.5858, kappa: 0.4739, kb_relative_information_score: 94.3073, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5964, predictive_accuracy: 0.5951, prior_entropy: 2.5035, recall: 0.5951, relative_absolute_error: 0.9953, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2646, root_relative_squared_error: 0.9506, scimark_benchmark: 927.1482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7857, build_cpu_time: 0.122, build_memory: 803067944, f_measure: 0.5858, kappa: 0.4739, kb_relative_information_score: 94.3073, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.5964, predictive_accuracy: 0.5951, prior_entropy: 2.5035, recall: 0.5951, relative_absolute_error: 0.9953, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.2646, root_relative_squared_error: 0.9506, scimark_benchmark: 877.9084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6915, build_cpu_time: 0.013, build_memory: 61359264, f_measure: 0.5215, kappa: 0.3896, kb_relative_information_score: 214.427, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.527, predictive_accuracy: 0.5235, prior_entropy: 2.5035, recall: 0.5235, relative_absolute_error: 0.6135, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.3087, root_relative_squared_error: 1.1089, scimark_benchmark: 941.8828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6915, build_cpu_time: 0.017, build_memory: 541942528, f_measure: 0.5215, kappa: 0.3896, kb_relative_information_score: 214.427, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.527, predictive_accuracy: 0.5235, prior_entropy: 2.5035, recall: 0.5235, relative_absolute_error: 0.6135, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.3087, root_relative_squared_error: 1.1089, scimark_benchmark: 925.7673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6915, build_cpu_time: 0.012, build_memory: 236064952, f_measure: 0.5215, kappa: 0.3896, kb_relative_information_score: 214.427, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.1553, number_of_instances: 489, precision: 0.527, predictive_accuracy: 0.5235, prior_entropy: 2.5035, recall: 0.5235, relative_absolute_error: 0.6135, root_mean_prior_squared_error: 0.2784, root_mean_squared_error: 0.3087, root_relative_squared_error: 1.1089, scimark_benchmark: 935.6292,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs