Task
Supervised Classification on fri_c0_250_50

Supervised Classification on fri_c0_250_50

Task 3598 Supervised Classification fri_c0_250_50 543 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • mythbusting_1 study_1 study_107 study_15 study_20 study_41 study_7 under100k under1m
Issue #Downvotes for this reason By


Metric:

543 Runs

Fetching data
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.859, build_cpu_time: 0.179, build_memory: 102135627.2, f_measure: 0.7559, kappa: 0.5097, kb_relative_information_score: 91.5119, mean_absolute_error: 0.3308, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7559, predictive_accuracy: 0.756, prior_entropy: 0.9971, recall: 0.756, relative_absolute_error: 0.6644, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.3946, root_relative_squared_error: 0.7908, scimark_benchmark: 943.2862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.859, f_measure: 0.7559, kappa: 0.5097, kb_relative_information_score: 91.5119, mean_absolute_error: 0.3308, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7559, predictive_accuracy: 0.756, prior_entropy: 0.9971, recall: 0.756, relative_absolute_error: 0.6644, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.3946, root_relative_squared_error: 0.7908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8654, build_cpu_time: 0.4227, build_memory: 1198614974.4, f_measure: 0.7722, kappa: 0.5433, kb_relative_information_score: 93.5179, mean_absolute_error: 0.3277, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.773, predictive_accuracy: 0.772, prior_entropy: 0.9971, recall: 0.772, relative_absolute_error: 0.6582, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.3895, root_relative_squared_error: 0.7805, scimark_benchmark: 940.2247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8714, build_cpu_time: 0.7662, build_memory: 722287406.4, f_measure: 0.7602, kappa: 0.5195, kb_relative_information_score: 94.977, mean_absolute_error: 0.3255, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7613, predictive_accuracy: 0.76, prior_entropy: 0.9971, recall: 0.76, relative_absolute_error: 0.6536, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.3847, root_relative_squared_error: 0.771, scimark_benchmark: 938.6014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.881, build_cpu_time: 1.4696, build_memory: 156816934.4, f_measure: 0.7682, kappa: 0.5355, kb_relative_information_score: 97.0736, mean_absolute_error: 0.3219, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7693, predictive_accuracy: 0.768, prior_entropy: 0.9971, recall: 0.768, relative_absolute_error: 0.6464, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.3796, root_relative_squared_error: 0.7608, scimark_benchmark: 945.5241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8758, build_cpu_time: 4.8621, build_memory: 1169807616.8, f_measure: 0.7864, kappa: 0.5709, kb_relative_information_score: 91.3762, mean_absolute_error: 0.3345, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7906, predictive_accuracy: 0.788, prior_entropy: 0.9971, recall: 0.788, relative_absolute_error: 0.6718, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.3873, root_relative_squared_error: 0.7762, scimark_benchmark: 944.7388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8786, build_cpu_time: 2.4881, build_memory: 1947299768.8, f_measure: 0.7945, kappa: 0.5871, kb_relative_information_score: 92.73, mean_absolute_error: 0.332, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7988, predictive_accuracy: 0.796, prior_entropy: 0.9971, recall: 0.796, relative_absolute_error: 0.6667, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.3853, root_relative_squared_error: 0.7722, scimark_benchmark: 946.2164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8625, build_cpu_time: 1.2005, build_memory: 991204227.2, f_measure: 0.8001, kappa: 0.5988, kb_relative_information_score: 147.3435, mean_absolute_error: 0.2048, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.8003, predictive_accuracy: 0.8, prior_entropy: 0.9971, recall: 0.8, relative_absolute_error: 0.4112, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.442, root_relative_squared_error: 0.8859, scimark_benchmark: 931.9798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8625, build_cpu_time: 1.5315, build_memory: 204725082.4, f_measure: 0.8001, kappa: 0.5988, kb_relative_information_score: 147.3435, mean_absolute_error: 0.2048, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.8003, predictive_accuracy: 0.8, prior_entropy: 0.9971, recall: 0.8, relative_absolute_error: 0.4112, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.442, root_relative_squared_error: 0.8859, scimark_benchmark: 944.0386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8517, build_cpu_time: 2.334, build_memory: 1294284558.4, f_measure: 0.8118, kappa: 0.6219, kb_relative_information_score: 152.7197, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.8119, predictive_accuracy: 0.812, prior_entropy: 0.9971, recall: 0.812, relative_absolute_error: 0.39, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4294, root_relative_squared_error: 0.8605, scimark_benchmark: 909.9339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8517, build_cpu_time: 2.4255, build_memory: 80617764.8, f_measure: 0.8118, kappa: 0.6219, kb_relative_information_score: 152.7197, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.8119, predictive_accuracy: 0.812, prior_entropy: 0.9971, recall: 0.812, relative_absolute_error: 0.39, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4294, root_relative_squared_error: 0.8605, scimark_benchmark: 944.7154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8517, build_cpu_time: 2.4596, build_memory: 1065051867.2, f_measure: 0.8118, kappa: 0.6219, kb_relative_information_score: 152.7197, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.8119, predictive_accuracy: 0.812, prior_entropy: 0.9971, recall: 0.812, relative_absolute_error: 0.39, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4294, root_relative_squared_error: 0.8605, scimark_benchmark: 941.4059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.841, build_cpu_time: 5.424, build_memory: 1249543229.6, f_measure: 0.8001, kappa: 0.5988, kb_relative_information_score: 150.5185, mean_absolute_error: 0.1975, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.8003, predictive_accuracy: 0.8, prior_entropy: 0.9971, recall: 0.8, relative_absolute_error: 0.3967, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4383, root_relative_squared_error: 0.8784, scimark_benchmark: 941.4198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.839, build_cpu_time: 9.0794, build_memory: 2260763712, f_measure: 0.824, kappa: 0.6466, kb_relative_information_score: 161.3594, mean_absolute_error: 0.1763, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.824, predictive_accuracy: 0.824, prior_entropy: 0.9971, recall: 0.824, relative_absolute_error: 0.3541, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4195, root_relative_squared_error: 0.8408, scimark_benchmark: 946.2416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8837, build_cpu_time: 54.0915, build_memory: 725130053.6, f_measure: 0.7881, kappa: 0.5749, kb_relative_information_score: 117.0239, mean_absolute_error: 0.2777, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7885, predictive_accuracy: 0.788, prior_entropy: 0.9971, recall: 0.788, relative_absolute_error: 0.5577, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.3718, root_relative_squared_error: 0.7451, scimark_benchmark: 942.5482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8806, build_cpu_time: 28.4428, build_memory: 1061304284, f_measure: 0.7881, kappa: 0.5749, kb_relative_information_score: 116.7442, mean_absolute_error: 0.2775, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7885, predictive_accuracy: 0.788, prior_entropy: 0.9971, recall: 0.788, relative_absolute_error: 0.5572, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.3738, root_relative_squared_error: 0.7492, scimark_benchmark: 935.2997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8792, build_cpu_time: 15.9002, build_memory: 70404327.2, f_measure: 0.7799, kappa: 0.558, kb_relative_information_score: 116.3123, mean_absolute_error: 0.278, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7799, predictive_accuracy: 0.78, prior_entropy: 0.9971, recall: 0.78, relative_absolute_error: 0.5583, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.375, root_relative_squared_error: 0.7515, scimark_benchmark: 938.4414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8782, build_cpu_time: 17.929, build_memory: 1128368285.6, f_measure: 0.7798, kappa: 0.5575, kb_relative_information_score: 115.4344, mean_absolute_error: 0.2798, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7798, predictive_accuracy: 0.78, prior_entropy: 0.9971, recall: 0.78, relative_absolute_error: 0.5618, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.3771, root_relative_squared_error: 0.7557, scimark_benchmark: 1212.2248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.876, build_cpu_time: 3.9487, build_memory: 87905160, f_measure: 0.8039, kappa: 0.6062, kb_relative_information_score: 117.8672, mean_absolute_error: 0.2742, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.8039, predictive_accuracy: 0.804, prior_entropy: 0.9971, recall: 0.804, relative_absolute_error: 0.5506, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.3786, root_relative_squared_error: 0.7588, scimark_benchmark: 1216.8013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7798, build_cpu_time: 0.0023, build_memory: 3372295871.2, f_measure: 0.7121, kappa: 0.4222, kb_relative_information_score: 49.062, mean_absolute_error: 0.416, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7124, predictive_accuracy: 0.712, prior_entropy: 0.9971, recall: 0.712, relative_absolute_error: 0.8354, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4428, root_relative_squared_error: 0.8873, scimark_benchmark: 944.9147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7704, build_cpu_time: 0.0024, build_memory: 1237255462.4, f_measure: 0.6951, kappa: 0.387, kb_relative_information_score: 47.5152, mean_absolute_error: 0.4189, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.6956, predictive_accuracy: 0.696, prior_entropy: 0.9971, recall: 0.696, relative_absolute_error: 0.8412, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4459, root_relative_squared_error: 0.8937, scimark_benchmark: 821.7292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8167, build_cpu_time: 1.0056, build_memory: 1477139308, f_measure: 0.7349, kappa: 0.4671, kb_relative_information_score: 119.0016, mean_absolute_error: 0.2604, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7362, predictive_accuracy: 0.736, prior_entropy: 0.9971, recall: 0.736, relative_absolute_error: 0.523, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.5003, root_relative_squared_error: 1.0026, scimark_benchmark: 942.7079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7805, build_cpu_time: 0.0086, build_memory: 42583588.8, f_measure: 0.715, kappa: 0.427, kb_relative_information_score: 48.7436, mean_absolute_error: 0.417, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7158, predictive_accuracy: 0.716, prior_entropy: 0.9971, recall: 0.716, relative_absolute_error: 0.8373, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4419, root_relative_squared_error: 0.8857, scimark_benchmark: 1024.2267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7805, build_cpu_time: 0.0101, build_memory: 35736991.2, f_measure: 0.715, kappa: 0.427, kb_relative_information_score: 48.7436, mean_absolute_error: 0.417, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7158, predictive_accuracy: 0.716, prior_entropy: 0.9971, recall: 0.716, relative_absolute_error: 0.8373, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4419, root_relative_squared_error: 0.8857, scimark_benchmark: 895.1097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7832, build_cpu_time: 0.0102, build_memory: 882606141.6, f_measure: 0.7181, kappa: 0.4336, kb_relative_information_score: 50.4323, mean_absolute_error: 0.414, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7208, predictive_accuracy: 0.72, prior_entropy: 0.9971, recall: 0.72, relative_absolute_error: 0.8313, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4405, root_relative_squared_error: 0.8829, scimark_benchmark: 938.4795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7825, build_cpu_time: 0.0224, build_memory: 95910672.8, f_measure: 0.73, kappa: 0.4576, kb_relative_information_score: 50.0985, mean_absolute_error: 0.415, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7333, predictive_accuracy: 0.732, prior_entropy: 0.9971, recall: 0.732, relative_absolute_error: 0.8334, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4411, root_relative_squared_error: 0.884, scimark_benchmark: 941.0301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8553, build_cpu_time: 733.3869, build_memory: 1044797307.2, f_measure: 0.7722, kappa: 0.5433, kb_relative_information_score: 113.4499, mean_absolute_error: 0.2798, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.773, predictive_accuracy: 0.772, prior_entropy: 0.9971, recall: 0.772, relative_absolute_error: 0.5619, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.398, root_relative_squared_error: 0.7976, scimark_benchmark: 909.6624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8535, build_cpu_time: 303.1979, build_memory: 138153457.6, f_measure: 0.7722, kappa: 0.5433, kb_relative_information_score: 113.4102, mean_absolute_error: 0.2798, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.773, predictive_accuracy: 0.772, prior_entropy: 0.9971, recall: 0.772, relative_absolute_error: 0.5618, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4008, root_relative_squared_error: 0.8033, scimark_benchmark: 941.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8987, build_cpu_time: 0.1179, build_memory: 140611580, f_measure: 0.8161, kappa: 0.6309, kb_relative_information_score: 153.1811, mean_absolute_error: 0.1951, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.8163, predictive_accuracy: 0.816, prior_entropy: 0.9971, recall: 0.816, relative_absolute_error: 0.3918, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.3871, root_relative_squared_error: 0.7758, scimark_benchmark: 929.8459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8987, build_cpu_time: 0.117, build_memory: 166074292, f_measure: 0.8161, kappa: 0.6309, kb_relative_information_score: 153.1811, mean_absolute_error: 0.1951, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.8163, predictive_accuracy: 0.816, prior_entropy: 0.9971, recall: 0.816, relative_absolute_error: 0.3918, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.3871, root_relative_squared_error: 0.7758, scimark_benchmark: 942.5344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8273, build_cpu_time: 0.1605, build_memory: 183848667.2, f_measure: 0.7432, kappa: 0.4838, kb_relative_information_score: 120.6428, mean_absolute_error: 0.2576, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.744, predictive_accuracy: 0.744, prior_entropy: 0.9971, recall: 0.744, relative_absolute_error: 0.5173, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4605, root_relative_squared_error: 0.923, scimark_benchmark: 944.4245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8273, build_cpu_time: 0.1633, build_memory: 175976514.4, f_measure: 0.7432, kappa: 0.4838, kb_relative_information_score: 120.6428, mean_absolute_error: 0.2576, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.744, predictive_accuracy: 0.744, prior_entropy: 0.9971, recall: 0.744, relative_absolute_error: 0.5173, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4605, root_relative_squared_error: 0.923, scimark_benchmark: 933.3942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8273, build_cpu_time: 0.1508, build_memory: 81428848, f_measure: 0.7432, kappa: 0.4838, kb_relative_information_score: 120.6428, mean_absolute_error: 0.2576, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.744, predictive_accuracy: 0.744, prior_entropy: 0.9971, recall: 0.744, relative_absolute_error: 0.5173, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4605, root_relative_squared_error: 0.923, scimark_benchmark: 926.5157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8621, build_cpu_time: 0.3374, build_memory: 932179398.4, f_measure: 0.7556, kappa: 0.5087, kb_relative_information_score: 92.8393, mean_absolute_error: 0.3273, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7558, predictive_accuracy: 0.756, prior_entropy: 0.9971, recall: 0.756, relative_absolute_error: 0.6572, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.3929, root_relative_squared_error: 0.7873, scimark_benchmark: 905.0866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8621, build_cpu_time: 0.3089, build_memory: 575440132.8, f_measure: 0.7556, kappa: 0.5087, kb_relative_information_score: 92.8393, mean_absolute_error: 0.3273, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7558, predictive_accuracy: 0.756, prior_entropy: 0.9971, recall: 0.756, relative_absolute_error: 0.6572, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.3929, root_relative_squared_error: 0.7873, scimark_benchmark: 939.6798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7969, build_cpu_time: 0.2697, build_memory: 205202646.4, f_measure: 0.715, kappa: 0.427, kb_relative_information_score: 71.4239, mean_absolute_error: 0.3686, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7158, predictive_accuracy: 0.716, prior_entropy: 0.9971, recall: 0.716, relative_absolute_error: 0.7403, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.428, root_relative_squared_error: 0.8577, scimark_benchmark: 942.4281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7126, build_cpu_time: 0.2869, build_memory: 641327604.8, f_measure: 0.6735, kappa: 0.348, kb_relative_information_score: 29.8578, mean_absolute_error: 0.4502, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.6848, predictive_accuracy: 0.68, prior_entropy: 0.9971, recall: 0.68, relative_absolute_error: 0.904, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4719, root_relative_squared_error: 0.9458, scimark_benchmark: 785.9104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7126, build_cpu_time: 0.2132, build_memory: 384729077.6, f_measure: 0.6735, kappa: 0.348, kb_relative_information_score: 29.8578, mean_absolute_error: 0.4502, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.6848, predictive_accuracy: 0.68, prior_entropy: 0.9971, recall: 0.68, relative_absolute_error: 0.904, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4719, root_relative_squared_error: 0.9458, scimark_benchmark: 910.9043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7126, build_cpu_time: 0.2541, build_memory: 366810281.6, f_measure: 0.6735, kappa: 0.348, kb_relative_information_score: 29.8578, mean_absolute_error: 0.4502, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.6848, predictive_accuracy: 0.68, prior_entropy: 0.9971, recall: 0.68, relative_absolute_error: 0.904, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4719, root_relative_squared_error: 0.9458, scimark_benchmark: 938.3567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8483, build_cpu_time: 0.9992, build_memory: 984038504, f_measure: 0.7639, kappa: 0.5258, kb_relative_information_score: 74.853, mean_absolute_error: 0.3669, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7639, predictive_accuracy: 0.764, prior_entropy: 0.9971, recall: 0.764, relative_absolute_error: 0.7369, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4068, root_relative_squared_error: 0.8152, scimark_benchmark: 943.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6928, build_cpu_time: 0.1506, build_memory: 898356689.6, f_measure: 0.6616, kappa: 0.3239, kb_relative_information_score: 27.0192, mean_absolute_error: 0.4546, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.6715, predictive_accuracy: 0.668, prior_entropy: 0.9971, recall: 0.668, relative_absolute_error: 0.9129, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4754, root_relative_squared_error: 0.9528, scimark_benchmark: 785.9104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8832, build_cpu_time: 1.9684, build_memory: 961081211.2, f_measure: 0.7796, kappa: 0.5571, kb_relative_information_score: 80.9955, mean_absolute_error: 0.3577, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7799, predictive_accuracy: 0.78, prior_entropy: 0.9971, recall: 0.78, relative_absolute_error: 0.7182, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.3929, root_relative_squared_error: 0.7874, scimark_benchmark: 910.9043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6882, build_cpu_time: 0.091, build_memory: 636164788.8, f_measure: 0.6488, kappa: 0.295, kb_relative_information_score: 33.8562, mean_absolute_error: 0.441, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.6518, predictive_accuracy: 0.652, prior_entropy: 0.9971, recall: 0.652, relative_absolute_error: 0.8856, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4738, root_relative_squared_error: 0.9496, scimark_benchmark: 942.4281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6882, build_cpu_time: 0.0902, build_memory: 541930678.4, f_measure: 0.6488, kappa: 0.295, kb_relative_information_score: 33.8562, mean_absolute_error: 0.441, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.6518, predictive_accuracy: 0.652, prior_entropy: 0.9971, recall: 0.652, relative_absolute_error: 0.8856, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4738, root_relative_squared_error: 0.9496, scimark_benchmark: 785.9104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6882, build_cpu_time: 0.0522, build_memory: 591652861.6, f_measure: 0.6488, kappa: 0.295, kb_relative_information_score: 33.8562, mean_absolute_error: 0.441, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.6518, predictive_accuracy: 0.652, prior_entropy: 0.9971, recall: 0.652, relative_absolute_error: 0.8856, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4738, root_relative_squared_error: 0.9496, scimark_benchmark: 926.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6308, build_cpu_time: 0.0289, build_memory: 1595368357.6, f_measure: 0.6233, kappa: 0.2448, kb_relative_information_score: 25.2589, mean_absolute_error: 0.4548, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.6276, predictive_accuracy: 0.628, prior_entropy: 0.9971, recall: 0.628, relative_absolute_error: 0.9133, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.993, scimark_benchmark: 942.3187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8746, build_cpu_time: 0.9175, build_memory: 1323849828.8, f_measure: 0.7587, kappa: 0.515, kb_relative_information_score: 48.6354, mean_absolute_error: 0.4204, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7609, predictive_accuracy: 0.76, prior_entropy: 0.9971, recall: 0.76, relative_absolute_error: 0.8442, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4312, root_relative_squared_error: 0.8642, scimark_benchmark: 902.1764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8746, build_cpu_time: 0.9205, build_memory: 1205830671.2, f_measure: 0.7587, kappa: 0.515, kb_relative_information_score: 48.6354, mean_absolute_error: 0.4204, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7609, predictive_accuracy: 0.76, prior_entropy: 0.9971, recall: 0.76, relative_absolute_error: 0.8442, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4312, root_relative_squared_error: 0.8642, scimark_benchmark: 942.4281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8746, build_cpu_time: 0.9486, build_memory: 1121169044.8, f_measure: 0.7587, kappa: 0.515, kb_relative_information_score: 48.6354, mean_absolute_error: 0.4204, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7609, predictive_accuracy: 0.76, prior_entropy: 0.9971, recall: 0.76, relative_absolute_error: 0.8442, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4312, root_relative_squared_error: 0.8642, scimark_benchmark: 910.9043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8842, build_cpu_time: 1.6904, build_memory: 2143893751.2, f_measure: 0.7783, kappa: 0.5548, kb_relative_information_score: 49.9073, mean_absolute_error: 0.4183, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7824, predictive_accuracy: 0.78, prior_entropy: 0.9971, recall: 0.78, relative_absolute_error: 0.8401, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4291, root_relative_squared_error: 0.8601, scimark_benchmark: 939.4327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8887, build_cpu_time: 3.4951, build_memory: 899391148, f_measure: 0.7983, kappa: 0.595, kb_relative_information_score: 50.5704, mean_absolute_error: 0.4174, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.8034, predictive_accuracy: 0.8, prior_entropy: 0.9971, recall: 0.8, relative_absolute_error: 0.8382, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.428, root_relative_squared_error: 0.8578, scimark_benchmark: 922.9897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8887, build_cpu_time: 3.9379, build_memory: 372874040, f_measure: 0.7983, kappa: 0.595, kb_relative_information_score: 50.5704, mean_absolute_error: 0.4174, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.8034, predictive_accuracy: 0.8, prior_entropy: 0.9971, recall: 0.8, relative_absolute_error: 0.8382, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.428, root_relative_squared_error: 0.8578, scimark_benchmark: 912.7662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8853, build_cpu_time: 7.178, build_memory: 775909979.2, f_measure: 0.7734, kappa: 0.5455, kb_relative_information_score: 49.8273, mean_absolute_error: 0.4185, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.781, predictive_accuracy: 0.776, prior_entropy: 0.9971, recall: 0.776, relative_absolute_error: 0.8405, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4292, root_relative_squared_error: 0.8602, scimark_benchmark: 901.2129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8853, build_cpu_time: 14.5933, build_memory: 809334628, f_measure: 0.7776, kappa: 0.5538, kb_relative_information_score: 49.6276, mean_absolute_error: 0.4188, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7845, predictive_accuracy: 0.78, prior_entropy: 0.9971, recall: 0.78, relative_absolute_error: 0.8411, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4295, root_relative_squared_error: 0.8608, scimark_benchmark: 933.1125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8718, build_cpu_time: 0.2519, build_memory: 234089194.4, f_measure: 0.7867, kappa: 0.5714, kb_relative_information_score: 54.7957, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7898, predictive_accuracy: 0.788, prior_entropy: 0.9971, recall: 0.788, relative_absolute_error: 0.8209, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4238, root_relative_squared_error: 0.8494, scimark_benchmark: 917.0415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8491, build_cpu_time: 0.1459, build_memory: 2259694592, f_measure: 0.7499, kappa: 0.4978, kb_relative_information_score: 53.7919, mean_absolute_error: 0.4094, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7542, predictive_accuracy: 0.752, prior_entropy: 0.9971, recall: 0.752, relative_absolute_error: 0.8221, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4267, root_relative_squared_error: 0.8551, scimark_benchmark: 874.7213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8491, build_cpu_time: 0.1552, build_memory: 2969909449.6, f_measure: 0.7499, kappa: 0.4978, kb_relative_information_score: 53.7919, mean_absolute_error: 0.4094, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7542, predictive_accuracy: 0.752, prior_entropy: 0.9971, recall: 0.752, relative_absolute_error: 0.8221, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4267, root_relative_squared_error: 0.8551, scimark_benchmark: 941.3608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8371, build_cpu_time: 0.0842, build_memory: 165284813.6, f_measure: 0.7423, kappa: 0.4822, kb_relative_information_score: 54.7434, mean_absolute_error: 0.407, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7453, predictive_accuracy: 0.744, prior_entropy: 0.9971, recall: 0.744, relative_absolute_error: 0.8173, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4271, root_relative_squared_error: 0.8559, scimark_benchmark: 946.5543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8141, build_cpu_time: 0.0424, build_memory: 3050318562.4, f_measure: 0.7269, kappa: 0.4509, kb_relative_information_score: 57.2151, mean_absolute_error: 0.4002, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7281, predictive_accuracy: 0.728, prior_entropy: 0.9971, recall: 0.728, relative_absolute_error: 0.8037, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4282, root_relative_squared_error: 0.8581, scimark_benchmark: 941.5201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8564, build_cpu_time: 0.1135, build_memory: 1111560375.2, f_measure: 0.7522, kappa: 0.503, kb_relative_information_score: 82.8722, mean_absolute_error: 0.35, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7528, predictive_accuracy: 0.752, prior_entropy: 0.9971, recall: 0.752, relative_absolute_error: 0.7029, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.3985, root_relative_squared_error: 0.7986, scimark_benchmark: 947.4258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8564, build_cpu_time: 0.1326, build_memory: 3086689960, f_measure: 0.7522, kappa: 0.503, kb_relative_information_score: 82.8722, mean_absolute_error: 0.35, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7528, predictive_accuracy: 0.752, prior_entropy: 0.9971, recall: 0.752, relative_absolute_error: 0.7029, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.3985, root_relative_squared_error: 0.7986, scimark_benchmark: 949.2096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8564, build_cpu_time: 0.1167, build_memory: 576378028, f_measure: 0.7522, kappa: 0.503, kb_relative_information_score: 82.8722, mean_absolute_error: 0.35, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7528, predictive_accuracy: 0.752, prior_entropy: 0.9971, recall: 0.752, relative_absolute_error: 0.7029, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.3985, root_relative_squared_error: 0.7986, scimark_benchmark: 941.5201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8644, build_cpu_time: 0.2078, build_memory: 2639552488.8, f_measure: 0.7556, kappa: 0.5087, kb_relative_information_score: 85.9547, mean_absolute_error: 0.3444, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7558, predictive_accuracy: 0.756, prior_entropy: 0.9971, recall: 0.756, relative_absolute_error: 0.6917, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.3934, root_relative_squared_error: 0.7884, scimark_benchmark: 949.2096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8755, build_cpu_time: 0.4024, build_memory: 1192944185.6, f_measure: 0.7597, kappa: 0.517, kb_relative_information_score: 90.2625, mean_absolute_error: 0.3367, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7598, predictive_accuracy: 0.76, prior_entropy: 0.9971, recall: 0.76, relative_absolute_error: 0.676, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.3864, root_relative_squared_error: 0.7745, scimark_benchmark: 943.4766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8775, build_cpu_time: 0.6948, build_memory: 78503028, f_measure: 0.7636, kappa: 0.5248, kb_relative_information_score: 91.1134, mean_absolute_error: 0.3352, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7638, predictive_accuracy: 0.764, prior_entropy: 0.9971, recall: 0.764, relative_absolute_error: 0.6732, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.385, root_relative_squared_error: 0.7715, scimark_benchmark: 941.3563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8543, build_cpu_time: 4.3154, build_memory: 2855156396.8, f_measure: 0.7679, kappa: 0.5336, kb_relative_information_score: 115.2516, mean_absolute_error: 0.276, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7678, predictive_accuracy: 0.768, prior_entropy: 0.9971, recall: 0.768, relative_absolute_error: 0.5542, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.3994, root_relative_squared_error: 0.8005, scimark_benchmark: 949.2096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8543, build_cpu_time: 4.4672, build_memory: 611331759.2, f_measure: 0.7679, kappa: 0.5336, kb_relative_information_score: 115.2516, mean_absolute_error: 0.276, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7678, predictive_accuracy: 0.768, prior_entropy: 0.9971, recall: 0.768, relative_absolute_error: 0.5542, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.3994, root_relative_squared_error: 0.8005, scimark_benchmark: 944.9156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8487, build_cpu_time: 2.6322, build_memory: 1739423753.6, f_measure: 0.7641, kappa: 0.5263, kb_relative_information_score: 113.5526, mean_absolute_error: 0.279, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7641, predictive_accuracy: 0.764, prior_entropy: 0.9971, recall: 0.764, relative_absolute_error: 0.5603, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4048, root_relative_squared_error: 0.8113, scimark_benchmark: 945.7067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8462, build_cpu_time: 1.2092, build_memory: 828220485.6, f_measure: 0.7599, kappa: 0.5175, kb_relative_information_score: 113.0297, mean_absolute_error: 0.2795, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7598, predictive_accuracy: 0.76, prior_entropy: 0.9971, recall: 0.76, relative_absolute_error: 0.5613, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4068, root_relative_squared_error: 0.8153, scimark_benchmark: 942.3371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8426, build_cpu_time: 0.54, build_memory: 876567129.6, f_measure: 0.7794, kappa: 0.5566, kb_relative_information_score: 114.7861, mean_absolute_error: 0.2762, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7801, predictive_accuracy: 0.78, prior_entropy: 0.9971, recall: 0.78, relative_absolute_error: 0.5547, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4075, root_relative_squared_error: 0.8166, scimark_benchmark: 927.8402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8426, build_cpu_time: 0.6635, build_memory: 653190600.8, f_measure: 0.7794, kappa: 0.5566, kb_relative_information_score: 114.7861, mean_absolute_error: 0.2762, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7801, predictive_accuracy: 0.78, prior_entropy: 0.9971, recall: 0.78, relative_absolute_error: 0.5547, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4075, root_relative_squared_error: 0.8166, scimark_benchmark: 941.6933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8452, build_cpu_time: 0.2895, build_memory: 504350800.8, f_measure: 0.7755, kappa: 0.5488, kb_relative_information_score: 117.8821, mean_absolute_error: 0.2696, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7759, predictive_accuracy: 0.776, prior_entropy: 0.9971, recall: 0.776, relative_absolute_error: 0.5414, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4071, root_relative_squared_error: 0.8159, scimark_benchmark: 942.0094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8361, build_cpu_time: 0.4768, build_memory: 287757126.4, f_measure: 0.7342, kappa: 0.466, kb_relative_information_score: 109.827, mean_absolute_error: 0.2856, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7371, predictive_accuracy: 0.736, prior_entropy: 0.9971, recall: 0.736, relative_absolute_error: 0.5735, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4162, root_relative_squared_error: 0.8341, scimark_benchmark: 941.7372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8361, build_cpu_time: 0.5195, build_memory: 276526258.4, f_measure: 0.7342, kappa: 0.466, kb_relative_information_score: 109.827, mean_absolute_error: 0.2856, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7371, predictive_accuracy: 0.736, prior_entropy: 0.9971, recall: 0.736, relative_absolute_error: 0.5735, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4162, root_relative_squared_error: 0.8341, scimark_benchmark: 895.5844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8361, build_cpu_time: 0.4826, build_memory: 394374153.6, f_measure: 0.7342, kappa: 0.466, kb_relative_information_score: 109.827, mean_absolute_error: 0.2856, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7371, predictive_accuracy: 0.736, prior_entropy: 0.9971, recall: 0.736, relative_absolute_error: 0.5735, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4162, root_relative_squared_error: 0.8341, scimark_benchmark: 916.929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4831, build_cpu_time: 0.0004, build_memory: 264539152.8, f_measure: 0.3695, kb_relative_information_score: -0.0616, mean_absolute_error: 0.498, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.283, predictive_accuracy: 0.532, prior_entropy: 0.9971, recall: 0.532, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4991, root_relative_squared_error: 1.0002, scimark_benchmark: 947.7747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8, build_cpu_time: 0.0158, build_memory: 148562960, f_measure: 0.7802, kappa: 0.5593, kb_relative_information_score: 136.6324, mean_absolute_error: 0.2271, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.781, predictive_accuracy: 0.78, prior_entropy: 0.9971, recall: 0.78, relative_absolute_error: 0.456, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4583, root_relative_squared_error: 0.9184, scimark_benchmark: 940.3415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8, build_cpu_time: 0.0164, build_memory: 757387865.6, f_measure: 0.7802, kappa: 0.5593, kb_relative_information_score: 136.6324, mean_absolute_error: 0.2271, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.781, predictive_accuracy: 0.78, prior_entropy: 0.9971, recall: 0.78, relative_absolute_error: 0.456, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4583, root_relative_squared_error: 0.9184, scimark_benchmark: 949.9767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6187, build_cpu_time: 0.0052, build_memory: 269388200, f_measure: 0.6201, kappa: 0.2373, kb_relative_information_score: 58.8786, mean_absolute_error: 0.38, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.6202, predictive_accuracy: 0.62, prior_entropy: 0.9971, recall: 0.62, relative_absolute_error: 0.7631, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.6164, root_relative_squared_error: 1.2354, scimark_benchmark: 946.3269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6187, build_cpu_time: 0.0052, build_memory: 646338648, f_measure: 0.6201, kappa: 0.2373, kb_relative_information_score: 58.8786, mean_absolute_error: 0.38, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.6202, predictive_accuracy: 0.62, prior_entropy: 0.9971, recall: 0.62, relative_absolute_error: 0.7631, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.6164, root_relative_squared_error: 1.2354, scimark_benchmark: 927.6633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6187, build_cpu_time: 0.0054, build_memory: 682554993.6, f_measure: 0.6201, kappa: 0.2373, kb_relative_information_score: 58.8786, mean_absolute_error: 0.38, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.6202, predictive_accuracy: 0.62, prior_entropy: 0.9971, recall: 0.62, relative_absolute_error: 0.7631, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.6164, root_relative_squared_error: 1.2354, scimark_benchmark: 929.8725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, build_cpu_time: 0.0579, build_memory: 226287183.2, f_measure: 0.8121, kappa: 0.623, kb_relative_information_score: 128.6203, mean_absolute_error: 0.2537, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.8125, predictive_accuracy: 0.812, prior_entropy: 0.9971, recall: 0.812, relative_absolute_error: 0.5095, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.359, root_relative_squared_error: 0.7195, scimark_benchmark: 945.4151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, build_cpu_time: 0.054, build_memory: 109786023.2, f_measure: 0.8121, kappa: 0.623, kb_relative_information_score: 128.6203, mean_absolute_error: 0.2537, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.8125, predictive_accuracy: 0.812, prior_entropy: 0.9971, recall: 0.812, relative_absolute_error: 0.5095, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.359, root_relative_squared_error: 0.7195, scimark_benchmark: 930.1524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8439, build_cpu_time: 0.0606, build_memory: 147268324.8, f_measure: 0.744, kappa: 0.4901, kb_relative_information_score: 82.6064, mean_absolute_error: 0.3489, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7501, predictive_accuracy: 0.744, prior_entropy: 0.9971, recall: 0.744, relative_absolute_error: 0.7007, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4042, root_relative_squared_error: 0.81, scimark_benchmark: 934.4754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8439, build_cpu_time: 0.0631, build_memory: 249512944.8, f_measure: 0.744, kappa: 0.4901, kb_relative_information_score: 82.6064, mean_absolute_error: 0.3489, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7501, predictive_accuracy: 0.744, prior_entropy: 0.9971, recall: 0.744, relative_absolute_error: 0.7007, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4042, root_relative_squared_error: 0.81, scimark_benchmark: 940.7816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8439, build_cpu_time: 0.0402, build_memory: 722875051.2, f_measure: 0.744, kappa: 0.4901, kb_relative_information_score: 82.6064, mean_absolute_error: 0.3489, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7501, predictive_accuracy: 0.744, prior_entropy: 0.9971, recall: 0.744, relative_absolute_error: 0.7007, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4042, root_relative_squared_error: 0.81, scimark_benchmark: 945.1122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8439, build_cpu_time: 0.0665, build_memory: 486854552.8, f_measure: 0.744, kappa: 0.4901, kb_relative_information_score: 82.6064, mean_absolute_error: 0.3489, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7501, predictive_accuracy: 0.744, prior_entropy: 0.9971, recall: 0.744, relative_absolute_error: 0.7007, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4042, root_relative_squared_error: 0.81, scimark_benchmark: 943.0033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8591, build_cpu_time: 0.0031, build_memory: 612096093.6, f_measure: 0.7599, kappa: 0.5175, kb_relative_information_score: 99.3251, mean_absolute_error: 0.3126, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7598, predictive_accuracy: 0.76, prior_entropy: 0.9971, recall: 0.76, relative_absolute_error: 0.6277, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.3924, root_relative_squared_error: 0.7863, scimark_benchmark: 940.7816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8483, build_cpu_time: 0.0163, build_memory: 114279343.2, f_measure: 0.7515, kappa: 0.5004, kb_relative_information_score: 126.1755, mean_absolute_error: 0.2475, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7518, predictive_accuracy: 0.752, prior_entropy: 0.9971, recall: 0.752, relative_absolute_error: 0.4971, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4369, root_relative_squared_error: 0.8757, scimark_benchmark: 943.1817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7361, build_cpu_time: 0.043, build_memory: 413271723.2, f_measure: 0.7388, kappa: 0.4749, kb_relative_information_score: 119.229, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7404, predictive_accuracy: 0.74, prior_entropy: 0.9971, recall: 0.74, relative_absolute_error: 0.5221, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.5099, root_relative_squared_error: 1.0219, scimark_benchmark: 940.4464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7429, build_cpu_time: 0.0431, build_memory: 1612634064, f_measure: 0.744, kappa: 0.4859, kb_relative_information_score: 121.2407, mean_absolute_error: 0.256, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.744, predictive_accuracy: 0.744, prior_entropy: 0.9971, recall: 0.744, relative_absolute_error: 0.5141, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.506, root_relative_squared_error: 1.014, scimark_benchmark: 940.4464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5043, build_cpu_time: 0.0216, build_memory: 891869151.2, f_measure: 0.3784, kappa: 0.0091, kb_relative_information_score: 16.6333, mean_absolute_error: 0.464, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7522, predictive_accuracy: 0.536, prior_entropy: 0.9971, recall: 0.536, relative_absolute_error: 0.9318, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.6812, root_relative_squared_error: 1.3651, scimark_benchmark: 945.384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5683, build_cpu_time: 0.0004, build_memory: 691266193.6, f_measure: 0.5684, kappa: 0.136, kb_relative_information_score: 32.5095, mean_absolute_error: 0.4326, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.57, predictive_accuracy: 0.568, prior_entropy: 0.9971, recall: 0.568, relative_absolute_error: 0.8687, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.6544, root_relative_squared_error: 1.3114, scimark_benchmark: 875.7999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7521, build_cpu_time: 0.0315, build_memory: 119233956.8, f_measure: 0.736, kappa: 0.4742, kb_relative_information_score: 88.6399, mean_absolute_error: 0.3349, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7421, predictive_accuracy: 0.736, prior_entropy: 0.9971, recall: 0.736, relative_absolute_error: 0.6726, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4564, root_relative_squared_error: 0.9146, scimark_benchmark: 937.1859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8821, build_cpu_time: 0.1251, build_memory: 467241563.2, f_measure: 0.7867, kappa: 0.5714, kb_relative_information_score: 59.1852, mean_absolute_error: 0.4013, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7898, predictive_accuracy: 0.788, prior_entropy: 0.9971, recall: 0.788, relative_absolute_error: 0.8059, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4175, root_relative_squared_error: 0.8368, scimark_benchmark: 936.8995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8104, build_cpu_time: 0.0601, build_memory: 1222020503.2, f_measure: 0.7072, kappa: 0.4115, kb_relative_information_score: 79.5894, mean_absolute_error: 0.3508, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7076, predictive_accuracy: 0.708, prior_entropy: 0.9971, recall: 0.708, relative_absolute_error: 0.7045, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4169, root_relative_squared_error: 0.8355, scimark_benchmark: 915.0385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8633, build_cpu_time: 0.6355, build_memory: 737206064.8, f_measure: 0.8118, kappa: 0.6219, kb_relative_information_score: 149.8737, mean_absolute_error: 0.2007, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.8119, predictive_accuracy: 0.812, prior_entropy: 0.9971, recall: 0.812, relative_absolute_error: 0.403, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4258, root_relative_squared_error: 0.8533, scimark_benchmark: 920.2722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7658, build_cpu_time: 0.7246, build_memory: 1871499769.6, f_measure: 0.7116, kappa: 0.4204, kb_relative_information_score: 90.5271, mean_absolute_error: 0.3212, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7116, predictive_accuracy: 0.712, prior_entropy: 0.9971, recall: 0.712, relative_absolute_error: 0.645, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4877, root_relative_squared_error: 0.9775, scimark_benchmark: 944.3832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7772, build_cpu_time: 0.5613, build_memory: 1270745436.8, f_measure: 0.7203, kappa: 0.44, kb_relative_information_score: 102.9917, mean_absolute_error: 0.2929, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.722, predictive_accuracy: 0.72, prior_entropy: 0.9971, recall: 0.72, relative_absolute_error: 0.5881, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4991, root_relative_squared_error: 1.0002, scimark_benchmark: 933.9589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8153, build_cpu_time: 1.1363, build_memory: 1767392441.6, f_measure: 0.7482, kappa: 0.4947, kb_relative_information_score: 123.499, mean_absolute_error: 0.2525, mean_prior_absolute_error: 0.498, number_of_instances: 250, precision: 0.7485, predictive_accuracy: 0.748, prior_entropy: 0.9971, recall: 0.748, relative_absolute_error: 0.507, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.476, root_relative_squared_error: 0.954, scimark_benchmark: 911.7126,

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