OpenML
Supervised Classification on white-clover

Supervised Classification on white-clover

Task 3501 Supervised Classification white-clover 348 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • study_1 study_41 under100k under1m
Issue #Downvotes for this reason By


Metric:

348 Runs

Fetching data
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7364, f_measure: 0.6402, kappa: 0.3087, kb_relative_information_score: 20.1454, mean_absolute_error: 0.1823, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6595, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.6699, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3628, root_relative_squared_error: 0.9948, scimark_benchmark: 931.2336, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4214, f_measure: 0.4539, kb_relative_information_score: -0.3208, mean_absolute_error: 0.2733, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.3638, predictive_accuracy: 0.6032, prior_entropy: 1.4097, recall: 0.6032, relative_absolute_error: 1.0046, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3656, root_relative_squared_error: 1.0027, scimark_benchmark: 932.3943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7767, f_measure: 0.6844, kappa: 0.3907, kb_relative_information_score: 17.9707, mean_absolute_error: 0.199, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7074, predictive_accuracy: 0.7143, prior_entropy: 1.4097, recall: 0.7143, relative_absolute_error: 0.7313, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3274, root_relative_squared_error: 0.8979, scimark_benchmark: 929.566, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4214, f_measure: 0.4539, kb_relative_information_score: -0.3208, mean_absolute_error: 0.2733, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.3638, predictive_accuracy: 0.6032, prior_entropy: 1.4097, recall: 0.6032, relative_absolute_error: 1.0046, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3656, root_relative_squared_error: 1.0027, scimark_benchmark: 932.3943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6296, f_measure: 0.6122, kappa: 0.2577, kb_relative_information_score: 11.6318, mean_absolute_error: 0.2297, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6074, predictive_accuracy: 0.619, prior_entropy: 1.4097, recall: 0.619, relative_absolute_error: 0.8442, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3758, root_relative_squared_error: 1.0306, scimark_benchmark: 883.7187, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4539, kb_relative_information_score: 12.9988, mean_absolute_error: 0.1984, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.3638, predictive_accuracy: 0.6032, prior_entropy: 1.4097, recall: 0.6032, relative_absolute_error: 0.7292, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4454, root_relative_squared_error: 1.2215, scimark_benchmark: 933.8635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7068, f_measure: 0.6216, kappa: 0.3168, kb_relative_information_score: 19.3415, mean_absolute_error: 0.2026, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.637, predictive_accuracy: 0.619, prior_entropy: 1.4097, recall: 0.619, relative_absolute_error: 0.7445, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3681, root_relative_squared_error: 1.0094, scimark_benchmark: 929.0255, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7726, f_measure: 0.6889, kappa: 0.397, kb_relative_information_score: 13.0676, mean_absolute_error: 0.2352, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6925, predictive_accuracy: 0.6984, prior_entropy: 1.4097, recall: 0.6984, relative_absolute_error: 0.8643, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3272, root_relative_squared_error: 0.8974, scimark_benchmark: 934.5243, usercpu_time_millis: 140, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5877, f_measure: 0.5903, kappa: 0.2021, kb_relative_information_score: 4.9741, mean_absolute_error: 0.2551, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6026, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.9375, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3611, root_relative_squared_error: 0.9902, scimark_benchmark: 947.9494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.779, f_measure: 0.6787, kappa: 0.3919, kb_relative_information_score: 26.0309, mean_absolute_error: 0.1542, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6764, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.5666, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3862, root_relative_squared_error: 1.059, scimark_benchmark: 947.0793, usercpu_time_millis: 100, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7619, f_measure: 0.699, kappa: 0.4229, kb_relative_information_score: 28.2976, mean_absolute_error: 0.1433, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7021, predictive_accuracy: 0.6984, prior_entropy: 1.4097, recall: 0.6984, relative_absolute_error: 0.5265, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3718, root_relative_squared_error: 1.0197, scimark_benchmark: 930.32, usercpu_time_millis: 190, usercpu_time_millis_training: 190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7844, f_measure: 0.7478, kappa: 0.5182, kb_relative_information_score: 31.5096, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7521, predictive_accuracy: 0.746, prior_entropy: 1.4097, recall: 0.746, relative_absolute_error: 0.4669, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3563, root_relative_squared_error: 0.9772, scimark_benchmark: 943.6956, usercpu_time_millis: 370, usercpu_time_millis_training: 370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7229, f_measure: 0.6079, kappa: 0.2313, kb_relative_information_score: 19.8097, mean_absolute_error: 0.1823, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6114, predictive_accuracy: 0.619, prior_entropy: 1.4097, recall: 0.619, relative_absolute_error: 0.67, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3958, root_relative_squared_error: 1.0853, scimark_benchmark: 941.8057, usercpu_time_millis: 130, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7348, f_measure: 0.6706, kappa: 0.3646, kb_relative_information_score: 20.1037, mean_absolute_error: 0.1917, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6664, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.7046, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3506, root_relative_squared_error: 0.9615, scimark_benchmark: 915.2795, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4539, kb_relative_information_score: -2.4563, mean_absolute_error: 0.291, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.3638, predictive_accuracy: 0.6032, prior_entropy: 1.4097, recall: 0.6032, relative_absolute_error: 1.0695, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3718, root_relative_squared_error: 1.0196, scimark_benchmark: 942.6953, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7129, build_cpu_time: 1.8833, build_memory: 744837947.4286, f_measure: 0.6587, kappa: 0.3568, kb_relative_information_score: 21.597, mean_absolute_error: 0.1665, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6577, predictive_accuracy: 0.6667, prior_entropy: 1.4097, recall: 0.6667, relative_absolute_error: 0.6121, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4079, root_relative_squared_error: 1.1186, scimark_benchmark: 935.2308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7678, build_cpu_time: 0.8483, build_memory: 540105058.6667, f_measure: 0.6447, kappa: 0.332, kb_relative_information_score: 20.8451, mean_absolute_error: 0.1697, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6469, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.6236, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4071, root_relative_squared_error: 1.1164, scimark_benchmark: 919.6575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8037, build_cpu_time: 0.4603, build_memory: 652063175.2381, f_measure: 0.6874, kappa: 0.4083, kb_relative_information_score: 23.8381, mean_absolute_error: 0.1547, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7069, predictive_accuracy: 0.6984, prior_entropy: 1.4097, recall: 0.6984, relative_absolute_error: 0.5686, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3767, root_relative_squared_error: 1.0329, scimark_benchmark: 932.9956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8145, build_cpu_time: 0.2095, build_memory: 831446182.4762, f_measure: 0.7122, kappa: 0.4511, kb_relative_information_score: 27.0477, mean_absolute_error: 0.1372, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7269, predictive_accuracy: 0.7302, prior_entropy: 1.4097, recall: 0.7302, relative_absolute_error: 0.5041, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.359, root_relative_squared_error: 0.9846, scimark_benchmark: 918.7639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5714, build_cpu_time: 0.0072, build_memory: 1210692338.6667, f_measure: 0.5536, kappa: 0.1491, kb_relative_information_score: 0.3906, mean_absolute_error: 0.284, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5417, predictive_accuracy: 0.5714, prior_entropy: 1.4097, recall: 0.5714, relative_absolute_error: 1.0439, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3919, root_relative_squared_error: 1.0747, scimark_benchmark: 927.1482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.554, build_cpu_time: 0.0054, build_memory: 66171511.619, f_measure: 0.5332, kappa: 0.1095, kb_relative_information_score: -0.4551, mean_absolute_error: 0.2866, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5192, predictive_accuracy: 0.5556, prior_entropy: 1.4097, recall: 0.5556, relative_absolute_error: 1.0534, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3969, root_relative_squared_error: 1.0884, scimark_benchmark: 907.1899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.554, build_cpu_time: 0.0054, build_memory: 116520912.6349, f_measure: 0.5332, kappa: 0.1095, kb_relative_information_score: -0.4551, mean_absolute_error: 0.2866, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5192, predictive_accuracy: 0.5556, prior_entropy: 1.4097, recall: 0.5556, relative_absolute_error: 1.0534, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3969, root_relative_squared_error: 1.0884, scimark_benchmark: 941.7846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.554, build_cpu_time: 0.0093, build_memory: 54730732.0635, f_measure: 0.5332, kappa: 0.1095, kb_relative_information_score: -0.4551, mean_absolute_error: 0.2866, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5192, predictive_accuracy: 0.5556, prior_entropy: 1.4097, recall: 0.5556, relative_absolute_error: 1.0534, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3969, root_relative_squared_error: 1.0884, scimark_benchmark: 939.1359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.554, build_cpu_time: 0.0131, build_memory: 426129000.381, f_measure: 0.5332, kappa: 0.1095, kb_relative_information_score: -0.4551, mean_absolute_error: 0.2866, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5192, predictive_accuracy: 0.5556, prior_entropy: 1.4097, recall: 0.5556, relative_absolute_error: 1.0534, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3969, root_relative_squared_error: 1.0884, scimark_benchmark: 943.1873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5902, build_cpu_time: 0.0038, build_memory: 744073306.2857, f_measure: 0.5432, kappa: 0.1433, kb_relative_information_score: 10.7762, mean_absolute_error: 0.2183, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5345, predictive_accuracy: 0.5556, prior_entropy: 1.4097, recall: 0.5556, relative_absolute_error: 0.8021, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.465, root_relative_squared_error: 1.2753, scimark_benchmark: 916.3022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5902, build_cpu_time: 0.0033, build_memory: 229065105.9048, f_measure: 0.5432, kappa: 0.1433, kb_relative_information_score: 10.7762, mean_absolute_error: 0.2183, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5345, predictive_accuracy: 0.5556, prior_entropy: 1.4097, recall: 0.5556, relative_absolute_error: 0.8021, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.465, root_relative_squared_error: 1.2753, scimark_benchmark: 925.7673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5902, build_cpu_time: 0.0013, build_memory: 774462152, f_measure: 0.5432, kappa: 0.1433, kb_relative_information_score: 10.7762, mean_absolute_error: 0.2183, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5345, predictive_accuracy: 0.5556, prior_entropy: 1.4097, recall: 0.5556, relative_absolute_error: 0.8021, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.465, root_relative_squared_error: 1.2753, scimark_benchmark: 935.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5902, build_cpu_time: 0.0014, build_memory: 313624504, f_measure: 0.5432, kappa: 0.1433, kb_relative_information_score: 10.7762, mean_absolute_error: 0.2183, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5345, predictive_accuracy: 0.5556, prior_entropy: 1.4097, recall: 0.5556, relative_absolute_error: 0.8021, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.465, root_relative_squared_error: 1.2753, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5902, build_cpu_time: 0.0006, build_memory: 961581661.7143, f_measure: 0.5432, kappa: 0.1433, kb_relative_information_score: 10.7762, mean_absolute_error: 0.2183, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5345, predictive_accuracy: 0.5556, prior_entropy: 1.4097, recall: 0.5556, relative_absolute_error: 0.8021, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.465, root_relative_squared_error: 1.2753, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7665, build_cpu_time: 0.0278, build_memory: 1857702965.3333, f_measure: 0.69, kappa: 0.4022, kb_relative_information_score: 14.109, mean_absolute_error: 0.2238, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7077, predictive_accuracy: 0.7143, prior_entropy: 1.4097, recall: 0.7143, relative_absolute_error: 0.8225, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3284, root_relative_squared_error: 0.9006, scimark_benchmark: 939.9709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7665, build_cpu_time: 0.03, build_memory: 2851716171.1746, f_measure: 0.69, kappa: 0.4022, kb_relative_information_score: 14.109, mean_absolute_error: 0.2238, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7077, predictive_accuracy: 0.7143, prior_entropy: 1.4097, recall: 0.7143, relative_absolute_error: 0.8225, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3284, root_relative_squared_error: 0.9006, scimark_benchmark: 924.9295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7665, build_cpu_time: 0.0322, build_memory: 391823158.9841, f_measure: 0.69, kappa: 0.4022, kb_relative_information_score: 14.109, mean_absolute_error: 0.2238, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7077, predictive_accuracy: 0.7143, prior_entropy: 1.4097, recall: 0.7143, relative_absolute_error: 0.8225, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3284, root_relative_squared_error: 0.9006, scimark_benchmark: 940.5537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7665, build_cpu_time: 0.0209, build_memory: 1193499586.4127, f_measure: 0.69, kappa: 0.4022, kb_relative_information_score: 14.109, mean_absolute_error: 0.2238, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7077, predictive_accuracy: 0.7143, prior_entropy: 1.4097, recall: 0.7143, relative_absolute_error: 0.8225, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3284, root_relative_squared_error: 0.9006, scimark_benchmark: 942.3945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7665, build_cpu_time: 0.024, build_memory: 2237212441.2698, f_measure: 0.69, kappa: 0.4022, kb_relative_information_score: 14.109, mean_absolute_error: 0.2238, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7077, predictive_accuracy: 0.7143, prior_entropy: 1.4097, recall: 0.7143, relative_absolute_error: 0.8225, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3284, root_relative_squared_error: 0.9006, scimark_benchmark: 937.5757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6359, build_cpu_time: 0.049, build_memory: 1027684849.5238, f_measure: 0.607, kappa: 0.2414, kb_relative_information_score: 13.6641, mean_absolute_error: 0.2044, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5876, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.7514, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4183, root_relative_squared_error: 1.147, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6505, build_cpu_time: 0.0294, build_memory: 995980503.619, f_measure: 0.607, kappa: 0.2414, kb_relative_information_score: 14.1005, mean_absolute_error: 0.1987, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5876, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.7303, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4133, root_relative_squared_error: 1.1335, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6525, build_cpu_time: 0.0216, build_memory: 880801170.1587, f_measure: 0.551, kappa: 0.1292, kb_relative_information_score: 11.65, mean_absolute_error: 0.2144, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5241, predictive_accuracy: 0.5873, prior_entropy: 1.4097, recall: 0.5873, relative_absolute_error: 0.7878, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4094, root_relative_squared_error: 1.1227, scimark_benchmark: 916.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.702, build_cpu_time: 0.0111, build_memory: 762452564.5714, f_measure: 0.6189, kappa: 0.277, kb_relative_information_score: 15.1272, mean_absolute_error: 0.2086, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.592, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.7668, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3716, root_relative_squared_error: 1.0191, scimark_benchmark: 909.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6908, build_cpu_time: 0.0039, build_memory: 927291963.4286, f_measure: 0.6517, kappa: 0.3229, kb_relative_information_score: 12.1989, mean_absolute_error: 0.2224, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6721, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.8175, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3594, root_relative_squared_error: 0.9855, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7146, build_cpu_time: 0.0324, build_memory: 826907965.7143, f_measure: 0.6693, kappa: 0.3659, kb_relative_information_score: 21.4263, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6862, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.6196, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3825, root_relative_squared_error: 1.0489, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.756, build_cpu_time: 0.0607, build_memory: 826062695.3651, f_measure: 0.6569, kappa: 0.346, kb_relative_information_score: 21.7175, mean_absolute_error: 0.1658, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6776, predictive_accuracy: 0.6667, prior_entropy: 1.4097, recall: 0.6667, relative_absolute_error: 0.6095, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3821, root_relative_squared_error: 1.0478, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.752, build_cpu_time: 0.1167, build_memory: 781522878.7302, f_measure: 0.6733, kappa: 0.3881, kb_relative_information_score: 23.2215, mean_absolute_error: 0.1591, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6977, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.5847, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3827, root_relative_squared_error: 1.0495, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7492, build_cpu_time: 0.1433, build_memory: 512946933.2063, f_measure: 0.6889, kappa: 0.4237, kb_relative_information_score: 23.8763, mean_absolute_error: 0.1566, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7158, predictive_accuracy: 0.6984, prior_entropy: 1.4097, recall: 0.6984, relative_absolute_error: 0.5756, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.379, root_relative_squared_error: 1.0395, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7507, build_cpu_time: 0.1733, build_memory: 1138210128.7619, f_measure: 0.6889, kappa: 0.4237, kb_relative_information_score: 23.8763, mean_absolute_error: 0.1566, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7158, predictive_accuracy: 0.6984, prior_entropy: 1.4097, recall: 0.6984, relative_absolute_error: 0.5756, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.379, root_relative_squared_error: 1.0395, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7549, build_cpu_time: 0.7463, build_memory: 22256836.9524, f_measure: 0.6447, kappa: 0.332, kb_relative_information_score: 21.4544, mean_absolute_error: 0.1728, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6469, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.6351, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3921, root_relative_squared_error: 1.0753, scimark_benchmark: 939.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7209, build_cpu_time: 1.5776, build_memory: 71780944.8889, f_measure: 0.6799, kappa: 0.3974, kb_relative_information_score: 23.6904, mean_absolute_error: 0.1638, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6807, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.6019, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3973, root_relative_squared_error: 1.0896, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7018, build_cpu_time: 2.6346, build_memory: 344616013.5873, f_measure: 0.6654, kappa: 0.3774, kb_relative_information_score: 22.3547, mean_absolute_error: 0.1706, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6665, predictive_accuracy: 0.6667, prior_entropy: 1.4097, recall: 0.6667, relative_absolute_error: 0.6271, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4031, root_relative_squared_error: 1.1055, scimark_benchmark: 945.0532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7015, build_cpu_time: 11.1725, build_memory: 42719090.4127, f_measure: 0.6638, kappa: 0.3673, kb_relative_information_score: 22.5866, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6644, predictive_accuracy: 0.6667, prior_entropy: 1.4097, recall: 0.6667, relative_absolute_error: 0.6197, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4086, root_relative_squared_error: 1.1204, scimark_benchmark: 938.6203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7089, build_cpu_time: 10.2639, build_memory: 1083937325.4603, f_measure: 0.6798, kappa: 0.3875, kb_relative_information_score: 24.163, mean_absolute_error: 0.1598, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6894, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.5874, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3984, root_relative_squared_error: 1.0927, scimark_benchmark: 899.4388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7362, build_cpu_time: 5.3014, build_memory: 727884051.4286, f_measure: 0.6496, kappa: 0.3428, kb_relative_information_score: 21.9189, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6534, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.6292, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4104, root_relative_squared_error: 1.1256, scimark_benchmark: 907.4175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7866, build_cpu_time: 3.0303, build_memory: 782330674.2857, f_measure: 0.7111, kappa: 0.4623, kb_relative_information_score: 27.6441, mean_absolute_error: 0.1418, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7134, predictive_accuracy: 0.7143, prior_entropy: 1.4097, recall: 0.7143, relative_absolute_error: 0.521, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3715, root_relative_squared_error: 1.0187, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7855, build_cpu_time: 1.2454, build_memory: 1047832287.3651, f_measure: 0.6966, kappa: 0.4324, kb_relative_information_score: 26.095, mean_absolute_error: 0.1511, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7002, predictive_accuracy: 0.6984, prior_entropy: 1.4097, recall: 0.6984, relative_absolute_error: 0.5552, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3773, root_relative_squared_error: 1.0348, scimark_benchmark: 939.6298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8344, build_cpu_time: 0.7037, build_memory: 92424413.4603, f_measure: 0.6987, kappa: 0.442, kb_relative_information_score: 25.773, mean_absolute_error: 0.1523, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.71, predictive_accuracy: 0.6984, prior_entropy: 1.4097, recall: 0.6984, relative_absolute_error: 0.5599, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3713, root_relative_squared_error: 1.0183, scimark_benchmark: 939.6298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7664, build_cpu_time: 0.334, build_memory: 232729939.5556, f_measure: 0.6527, kappa: 0.3388, kb_relative_information_score: 24.2768, mean_absolute_error: 0.156, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6427, predictive_accuracy: 0.6667, prior_entropy: 1.4097, recall: 0.6667, relative_absolute_error: 0.5732, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3753, root_relative_squared_error: 1.0291, scimark_benchmark: 923.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.738, build_cpu_time: 1.1639, build_memory: 412409588.1905, f_measure: 0.7119, kappa: 0.4499, kb_relative_information_score: 28.425, mean_absolute_error: 0.1349, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7097, predictive_accuracy: 0.7302, prior_entropy: 1.4097, recall: 0.7302, relative_absolute_error: 0.4959, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3629, root_relative_squared_error: 0.9951, scimark_benchmark: 920.7965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7456, build_cpu_time: 2.1912, build_memory: 986989007.2381, f_measure: 0.6782, kappa: 0.3858, kb_relative_information_score: 24.0746, mean_absolute_error: 0.1518, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6709, predictive_accuracy: 0.6984, prior_entropy: 1.4097, recall: 0.6984, relative_absolute_error: 0.5579, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3852, root_relative_squared_error: 1.0562, scimark_benchmark: 913.3372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7013, build_cpu_time: 4.5304, build_memory: 648089627.9365, f_measure: 0.6691, kappa: 0.3709, kb_relative_information_score: 23.0661, mean_absolute_error: 0.1575, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6624, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.579, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3956, root_relative_squared_error: 1.0847, scimark_benchmark: 942.0692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7054, build_cpu_time: 0.1498, build_memory: 1572057769.5238, f_measure: 0.6336, kappa: 0.2896, kb_relative_information_score: 19.5858, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6487, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.6462, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4076, root_relative_squared_error: 1.1179, scimark_benchmark: 906.6607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7211, build_cpu_time: 0.1082, build_memory: 1151381664.254, f_measure: 0.6318, kappa: 0.283, kb_relative_information_score: 20.3718, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6472, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.6449, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3961, root_relative_squared_error: 1.0861, scimark_benchmark: 913.3372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6573, build_cpu_time: 0.0373, build_memory: 132732545.2698, f_measure: 0.5863, kappa: 0.1875, kb_relative_information_score: 16.9552, mean_absolute_error: 0.1894, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6017, predictive_accuracy: 0.619, prior_entropy: 1.4097, recall: 0.619, relative_absolute_error: 0.6962, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4068, root_relative_squared_error: 1.1155, scimark_benchmark: 945.0554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6746, build_cpu_time: 0.0328, build_memory: 1314958721.3968, f_measure: 0.6207, kappa: 0.2888, kb_relative_information_score: 19.9251, mean_absolute_error: 0.1889, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6226, predictive_accuracy: 0.619, prior_entropy: 1.4097, recall: 0.619, relative_absolute_error: 0.6942, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4158, root_relative_squared_error: 1.1402, scimark_benchmark: 917.4547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.737, build_cpu_time: 0.0668, build_memory: 1453076145.7778, f_measure: 0.6926, kappa: 0.4172, kb_relative_information_score: 25.7113, mean_absolute_error: 0.1582, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6904, predictive_accuracy: 0.6984, prior_entropy: 1.4097, recall: 0.6984, relative_absolute_error: 0.5815, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3803, root_relative_squared_error: 1.0429, scimark_benchmark: 890.3066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.779, build_cpu_time: 0.1312, build_memory: 1344093223.873, f_measure: 0.6787, kappa: 0.3919, kb_relative_information_score: 26.0309, mean_absolute_error: 0.1542, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6764, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.5666, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3862, root_relative_squared_error: 1.059, scimark_benchmark: 906.6607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7619, build_cpu_time: 0.1643, build_memory: 1383634158.4762, f_measure: 0.699, kappa: 0.4229, kb_relative_information_score: 28.2976, mean_absolute_error: 0.1433, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7021, predictive_accuracy: 0.6984, prior_entropy: 1.4097, recall: 0.6984, relative_absolute_error: 0.5265, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3718, root_relative_squared_error: 1.0197, scimark_benchmark: 941.1411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7844, build_cpu_time: 0.3364, build_memory: 677958428.5714, f_measure: 0.7478, kappa: 0.5182, kb_relative_information_score: 31.5096, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.7521, predictive_accuracy: 0.746, prior_entropy: 1.4097, recall: 0.746, relative_absolute_error: 0.4669, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3563, root_relative_squared_error: 0.9772, scimark_benchmark: 873.8637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6093, build_cpu_time: 0.0115, build_memory: 193592715.6825, f_measure: 0.5596, kappa: 0.1658, kb_relative_information_score: 9.701, mean_absolute_error: 0.2249, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5485, predictive_accuracy: 0.5714, prior_entropy: 1.4097, recall: 0.5714, relative_absolute_error: 0.8265, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4483, root_relative_squared_error: 1.2293, scimark_benchmark: 916.1588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6093, build_cpu_time: 0.0064, build_memory: 393967694.6032, f_measure: 0.5596, kappa: 0.1658, kb_relative_information_score: 9.701, mean_absolute_error: 0.2249, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5485, predictive_accuracy: 0.5714, prior_entropy: 1.4097, recall: 0.5714, relative_absolute_error: 0.8265, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4483, root_relative_squared_error: 1.2293, scimark_benchmark: 937.5625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6093, build_cpu_time: 0.0064, build_memory: 309696269.8413, f_measure: 0.5596, kappa: 0.1658, kb_relative_information_score: 9.701, mean_absolute_error: 0.2249, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5485, predictive_accuracy: 0.5714, prior_entropy: 1.4097, recall: 0.5714, relative_absolute_error: 0.8265, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4483, root_relative_squared_error: 1.2293, scimark_benchmark: 922.3661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7157, build_cpu_time: 1.0241, build_memory: 311459431.746, f_measure: 0.675, kappa: 0.3709, kb_relative_information_score: 24.2586, mean_absolute_error: 0.1582, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6794, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.5815, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3967, root_relative_squared_error: 1.0878, scimark_benchmark: 902.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7635, build_cpu_time: 0.4483, build_memory: 696676316.9524, f_measure: 0.6538, kappa: 0.3342, kb_relative_information_score: 22.4393, mean_absolute_error: 0.1678, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6711, predictive_accuracy: 0.6667, prior_entropy: 1.4097, recall: 0.6667, relative_absolute_error: 0.6166, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.398, root_relative_squared_error: 1.0915, scimark_benchmark: 930.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7382, build_cpu_time: 0.2063, build_memory: 805552691.8095, f_measure: 0.6538, kappa: 0.3342, kb_relative_information_score: 21.6715, mean_absolute_error: 0.1716, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6711, predictive_accuracy: 0.6667, prior_entropy: 1.4097, recall: 0.6667, relative_absolute_error: 0.6307, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3981, root_relative_squared_error: 1.0916, scimark_benchmark: 928.3554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7229, build_cpu_time: 0.2594, build_memory: 911539270.0952, f_measure: 0.6079, kappa: 0.2313, kb_relative_information_score: 19.8097, mean_absolute_error: 0.1823, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6114, predictive_accuracy: 0.619, prior_entropy: 1.4097, recall: 0.619, relative_absolute_error: 0.67, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3958, root_relative_squared_error: 1.0853, scimark_benchmark: 902.0906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7348, build_cpu_time: 0.0086, build_memory: 880937737.1429, f_measure: 0.6706, kappa: 0.3646, kb_relative_information_score: 20.1037, mean_absolute_error: 0.1917, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6664, predictive_accuracy: 0.6825, prior_entropy: 1.4097, recall: 0.6825, relative_absolute_error: 0.7046, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3506, root_relative_squared_error: 0.9615, scimark_benchmark: 942.9279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7563, build_cpu_time: 0.0271, build_memory: 892297208.7619, f_measure: 0.6712, kappa: 0.363, kb_relative_information_score: 14.1317, mean_absolute_error: 0.2249, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6903, predictive_accuracy: 0.6984, prior_entropy: 1.4097, recall: 0.6984, relative_absolute_error: 0.8265, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.331, root_relative_squared_error: 0.9077, scimark_benchmark: 943.1817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5757, build_cpu_time: 0.0048, build_memory: 197842465.1429, f_measure: 0.5132, kappa: 0.0963, kb_relative_information_score: 7.6399, mean_absolute_error: 0.248, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5236, predictive_accuracy: 0.5079, prior_entropy: 1.4097, recall: 0.5079, relative_absolute_error: 0.9114, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4101, root_relative_squared_error: 1.1246, scimark_benchmark: 932.1837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6093, build_cpu_time: 0.0001, build_memory: 1019313630.8571, f_measure: 0.5596, kappa: 0.1658, kb_relative_information_score: 9.701, mean_absolute_error: 0.2249, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5485, predictive_accuracy: 0.5714, prior_entropy: 1.4097, recall: 0.5714, relative_absolute_error: 0.8265, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4483, root_relative_squared_error: 1.2293, scimark_benchmark: 928.1083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, build_cpu_time: 0.0252, build_memory: 1182312233.0159, f_measure: 0.4539, kb_relative_information_score: -2.4563, mean_absolute_error: 0.291, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.3638, predictive_accuracy: 0.6032, prior_entropy: 1.4097, recall: 0.6032, relative_absolute_error: 1.0695, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3718, root_relative_squared_error: 1.0196, scimark_benchmark: 941.5807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6892, build_cpu_time: 0.0206, build_memory: 364036460.3175, f_measure: 0.6402, kappa: 0.3087, kb_relative_information_score: 1.2922, mean_absolute_error: 0.2844, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6595, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 1.0452, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3625, root_relative_squared_error: 0.994, scimark_benchmark: 948.6597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7008, build_cpu_time: 0.026, build_memory: 875993687.746, f_measure: 0.6074, kappa: 0.2889, kb_relative_information_score: 16.3705, mean_absolute_error: 0.1954, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6302, predictive_accuracy: 0.6032, prior_entropy: 1.4097, recall: 0.6032, relative_absolute_error: 0.718, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4372, root_relative_squared_error: 1.1989, scimark_benchmark: 942.3674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7418, build_cpu_time: 0.0005, build_memory: 1132407248, f_measure: 0.6016, kappa: 0.2609, kb_relative_information_score: 17.0653, mean_absolute_error: 0.1925, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6445, predictive_accuracy: 0.6032, prior_entropy: 1.4097, recall: 0.6032, relative_absolute_error: 0.7076, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4215, root_relative_squared_error: 1.1558, scimark_benchmark: 942.4411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6406, build_cpu_time: 0.007, build_memory: 1328788522.6667, f_measure: 0.5239, kappa: 0.087, kb_relative_information_score: 7.9253, mean_absolute_error: 0.246, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5115, predictive_accuracy: 0.5397, prior_entropy: 1.4097, recall: 0.5397, relative_absolute_error: 0.9039, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3633, root_relative_squared_error: 0.9964, scimark_benchmark: 920.6941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6406, build_cpu_time: 0.0079, build_memory: 234373677.7143, f_measure: 0.5239, kappa: 0.087, kb_relative_information_score: 7.9253, mean_absolute_error: 0.246, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5115, predictive_accuracy: 0.5397, prior_entropy: 1.4097, recall: 0.5397, relative_absolute_error: 0.9039, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3633, root_relative_squared_error: 0.9964, scimark_benchmark: 945.1122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6406, build_cpu_time: 0.0089, build_memory: 382565000, f_measure: 0.5239, kappa: 0.087, kb_relative_information_score: 7.9253, mean_absolute_error: 0.246, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5115, predictive_accuracy: 0.5397, prior_entropy: 1.4097, recall: 0.5397, relative_absolute_error: 0.9039, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3633, root_relative_squared_error: 0.9964, scimark_benchmark: 933.4176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5054, build_cpu_time: 0.0035, build_memory: 406808289.1429, f_measure: 0.4617, kappa: -0.0328, kb_relative_information_score: -2.9445, mean_absolute_error: 0.3093, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.4372, predictive_accuracy: 0.5714, prior_entropy: 1.4097, recall: 0.5714, relative_absolute_error: 1.1367, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3898, root_relative_squared_error: 1.0689, scimark_benchmark: 945.1122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6019, build_cpu_time: 0.0006, build_memory: 631389649.7778, f_measure: 0.5997, kappa: 0.2261, kb_relative_information_score: 18.2173, mean_absolute_error: 0.1746, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5873, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.6417, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4179, root_relative_squared_error: 1.1459, scimark_benchmark: 946.3269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6705, build_cpu_time: 0.0015, build_memory: 535149258.2857, f_measure: 0.655, kappa: 0.3788, kb_relative_information_score: 19.6318, mean_absolute_error: 0.1953, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6774, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.7179, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4006, root_relative_squared_error: 1.0985, scimark_benchmark: 922.5645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6705, build_cpu_time: 0.0027, build_memory: 711812482.2857, f_measure: 0.655, kappa: 0.3788, kb_relative_information_score: 19.6318, mean_absolute_error: 0.1953, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6774, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.7179, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4006, root_relative_squared_error: 1.0985, scimark_benchmark: 946.5615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4214, build_memory: 525481592, f_measure: 0.4539, kb_relative_information_score: -0.3208, mean_absolute_error: 0.2733, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.3638, predictive_accuracy: 0.6032, prior_entropy: 1.4097, recall: 0.6032, relative_absolute_error: 1.0046, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3656, root_relative_squared_error: 1.0027, scimark_benchmark: 949.9767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4214, build_memory: 878463032, f_measure: 0.4539, kb_relative_information_score: -0.3208, mean_absolute_error: 0.2733, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.3638, predictive_accuracy: 0.6032, prior_entropy: 1.4097, recall: 0.6032, relative_absolute_error: 1.0046, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3656, root_relative_squared_error: 1.0027, scimark_benchmark: 922.2602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7418, build_cpu_time: 0.0004, build_memory: 647513724.9524, f_measure: 0.6016, kappa: 0.2609, kb_relative_information_score: 17.0653, mean_absolute_error: 0.1925, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6445, predictive_accuracy: 0.6032, prior_entropy: 1.4097, recall: 0.6032, relative_absolute_error: 0.7076, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4215, root_relative_squared_error: 1.1558, scimark_benchmark: 946.9694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7418, build_cpu_time: 0.0004, build_memory: 840500576, f_measure: 0.6016, kappa: 0.2609, kb_relative_information_score: 17.0653, mean_absolute_error: 0.1925, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6445, predictive_accuracy: 0.6032, prior_entropy: 1.4097, recall: 0.6032, relative_absolute_error: 0.7076, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4215, root_relative_squared_error: 1.1558, scimark_benchmark: 940.3415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7418, build_cpu_time: 0.0005, build_memory: 632296885.3333, f_measure: 0.6016, kappa: 0.2609, kb_relative_information_score: 17.0653, mean_absolute_error: 0.1925, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6445, predictive_accuracy: 0.6032, prior_entropy: 1.4097, recall: 0.6032, relative_absolute_error: 0.7076, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4215, root_relative_squared_error: 1.1558, scimark_benchmark: 943.2554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7418, build_cpu_time: 0.0004, build_memory: 433264760, f_measure: 0.6016, kappa: 0.2609, kb_relative_information_score: 17.0653, mean_absolute_error: 0.1925, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6445, predictive_accuracy: 0.6032, prior_entropy: 1.4097, recall: 0.6032, relative_absolute_error: 0.7076, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4215, root_relative_squared_error: 1.1558, scimark_benchmark: 922.2602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6705, build_cpu_time: 0.004, build_memory: 90856988.8254, f_measure: 0.655, kappa: 0.3788, kb_relative_information_score: 19.6318, mean_absolute_error: 0.1953, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6774, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.7179, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4006, root_relative_squared_error: 1.0985, scimark_benchmark: 926.9748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6705, build_cpu_time: 0.0018, build_memory: 1431487704, f_measure: 0.655, kappa: 0.3788, kb_relative_information_score: 19.6318, mean_absolute_error: 0.1953, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.6774, predictive_accuracy: 0.6508, prior_entropy: 1.4097, recall: 0.6508, relative_absolute_error: 0.7179, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.4006, root_relative_squared_error: 1.0985, scimark_benchmark: 943.6737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7883, build_cpu_time: 0.2882, build_memory: 507651413.9683, f_measure: 0.5996, kappa: 0.2533, kb_relative_information_score: 0.6417, mean_absolute_error: 0.2864, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5841, predictive_accuracy: 0.619, prior_entropy: 1.4097, recall: 0.619, relative_absolute_error: 1.0526, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3602, root_relative_squared_error: 0.9877, scimark_benchmark: 934.8065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7883, build_cpu_time: 0.1488, build_memory: 490219403.6825, f_measure: 0.5996, kappa: 0.2533, kb_relative_information_score: 0.6417, mean_absolute_error: 0.2864, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5841, predictive_accuracy: 0.619, prior_entropy: 1.4097, recall: 0.619, relative_absolute_error: 1.0526, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3602, root_relative_squared_error: 0.9877, scimark_benchmark: 941.7913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7883, build_cpu_time: 0.2164, build_memory: 361814238.8571, f_measure: 0.5996, kappa: 0.2533, kb_relative_information_score: 0.6417, mean_absolute_error: 0.2864, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.5841, predictive_accuracy: 0.619, prior_entropy: 1.4097, recall: 0.619, relative_absolute_error: 1.0526, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3602, root_relative_squared_error: 0.9877, scimark_benchmark: 904.5738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7748, build_cpu_time: 0.483, build_memory: 1026338644.3175, f_measure: 0.6131, kappa: 0.278, kb_relative_information_score: 0.2706, mean_absolute_error: 0.288, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.594, predictive_accuracy: 0.6349, prior_entropy: 1.4097, recall: 0.6349, relative_absolute_error: 1.0586, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3618, root_relative_squared_error: 0.9921, scimark_benchmark: 936.5169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7748, build_cpu_time: 0.3943, build_memory: 840386381.0794, f_measure: 0.6131, kappa: 0.278, kb_relative_information_score: 0.2706, mean_absolute_error: 0.288, mean_prior_absolute_error: 0.2721, number_of_instances: 63, precision: 0.594, predictive_accuracy: 0.6349, prior_entropy: 1.4097, recall: 0.6349, relative_absolute_error: 1.0586, root_mean_prior_squared_error: 0.3647, root_mean_squared_error: 0.3618, root_relative_squared_error: 0.9921, scimark_benchmark: 939.4521,

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