Task
Supervised Classification on meta_all.arff

Supervised Classification on meta_all.arff

Task 2352 Supervised Classification meta_all.arff 308 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

308 Runs

Fetching data
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5837, build_cpu_time: 0.006, build_memory: 1027987856, f_measure: 0.6451, kappa: 0.2698, kb_relative_information_score: -3.008, mean_absolute_error: 0.2334, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5735, predictive_accuracy: 0.7391, prior_entropy: 1.9094, recall: 0.7391, relative_absolute_error: 1.2203, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3209, root_relative_squared_error: 1.0996, scimark_benchmark: 909.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5837, build_cpu_time: 0.008, build_memory: 339497000, f_measure: 0.6451, kappa: 0.2698, kb_relative_information_score: -3.008, mean_absolute_error: 0.2334, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5735, predictive_accuracy: 0.7391, prior_entropy: 1.9094, recall: 0.7391, relative_absolute_error: 1.2203, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3209, root_relative_squared_error: 1.0996, scimark_benchmark: 916.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5837, build_cpu_time: 0.007, build_memory: 727985288, f_measure: 0.6451, kappa: 0.2698, kb_relative_information_score: -3.008, mean_absolute_error: 0.2334, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5735, predictive_accuracy: 0.7391, prior_entropy: 1.9094, recall: 0.7391, relative_absolute_error: 1.2203, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3209, root_relative_squared_error: 1.0996, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7531, build_cpu_time: 0.048, build_memory: 2233846464, f_measure: 0.7559, kappa: 0.5772, kb_relative_information_score: 4.1886, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7507, predictive_accuracy: 0.7826, prior_entropy: 1.9094, recall: 0.7826, relative_absolute_error: 0.9072, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2812, root_relative_squared_error: 0.9635, scimark_benchmark: 937.5757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7531, build_cpu_time: 0.046, build_memory: 1327417496, f_measure: 0.7559, kappa: 0.5772, kb_relative_information_score: 4.1886, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7507, predictive_accuracy: 0.7826, prior_entropy: 1.9094, recall: 0.7826, relative_absolute_error: 0.9072, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2812, root_relative_squared_error: 0.9635, scimark_benchmark: 942.3945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5517, build_cpu_time: 0.048, build_memory: 1819416880, f_measure: 0.4608, kappa: -0.0136, kb_relative_information_score: -1.4328, mean_absolute_error: 0.2203, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5033, predictive_accuracy: 0.4348, prior_entropy: 1.9094, recall: 0.4348, relative_absolute_error: 1.1521, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3609, root_relative_squared_error: 1.2365, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5517, build_cpu_time: 0.047, build_memory: 869912992, f_measure: 0.4608, kappa: -0.0136, kb_relative_information_score: -1.4328, mean_absolute_error: 0.2203, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5033, predictive_accuracy: 0.4348, prior_entropy: 1.9094, recall: 0.4348, relative_absolute_error: 1.1521, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3609, root_relative_squared_error: 1.2365, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5517, build_cpu_time: 0.044, build_memory: 1092954280, f_measure: 0.4608, kappa: -0.0136, kb_relative_information_score: -1.4328, mean_absolute_error: 0.2203, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5033, predictive_accuracy: 0.4348, prior_entropy: 1.9094, recall: 0.4348, relative_absolute_error: 1.1521, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3609, root_relative_squared_error: 1.2365, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5837, build_cpu_time: 0.004, build_memory: 797805952, f_measure: 0.6451, kappa: 0.2698, kb_relative_information_score: -3.008, mean_absolute_error: 0.2334, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5735, predictive_accuracy: 0.7391, prior_entropy: 1.9094, recall: 0.7391, relative_absolute_error: 1.2203, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3209, root_relative_squared_error: 1.0996, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5517, build_cpu_time: 0.046, build_memory: 1153161560, f_measure: 0.4608, kappa: -0.0136, kb_relative_information_score: -1.4328, mean_absolute_error: 0.2203, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5033, predictive_accuracy: 0.4348, prior_entropy: 1.9094, recall: 0.4348, relative_absolute_error: 1.1521, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3609, root_relative_squared_error: 1.2365, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5517, build_cpu_time: 0.045, build_memory: 923793776, f_measure: 0.4608, kappa: -0.0136, kb_relative_information_score: -1.4328, mean_absolute_error: 0.2203, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5033, predictive_accuracy: 0.4348, prior_entropy: 1.9094, recall: 0.4348, relative_absolute_error: 1.1521, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3609, root_relative_squared_error: 1.2365, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5837, build_cpu_time: 0.005, build_memory: 702183920, f_measure: 0.6451, kappa: 0.2698, kb_relative_information_score: -3.008, mean_absolute_error: 0.2334, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5735, predictive_accuracy: 0.7391, prior_entropy: 1.9094, recall: 0.7391, relative_absolute_error: 1.2203, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3209, root_relative_squared_error: 1.0996, scimark_benchmark: 916.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.734, build_cpu_time: 9.349, build_memory: 3685565416, f_measure: 0.623, kappa: 0.365, kb_relative_information_score: 4.0628, mean_absolute_error: 0.1742, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7107, predictive_accuracy: 0.6087, prior_entropy: 1.9094, recall: 0.6087, relative_absolute_error: 0.9107, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2982, root_relative_squared_error: 1.0216, scimark_benchmark: 945.0883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7464, build_cpu_time: 5.113, build_memory: 239686008, f_measure: 0.623, kappa: 0.365, kb_relative_information_score: 4.1488, mean_absolute_error: 0.1736, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7107, predictive_accuracy: 0.6087, prior_entropy: 1.9094, recall: 0.6087, relative_absolute_error: 0.9079, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3022, root_relative_squared_error: 1.0354, scimark_benchmark: 941.5509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6884, build_cpu_time: 0.108, build_memory: 1099486160, f_measure: 0.5487, kappa: 0.1839, kb_relative_information_score: 3.5852, mean_absolute_error: 0.1843, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.6087, predictive_accuracy: 0.5217, prior_entropy: 1.9094, recall: 0.5217, relative_absolute_error: 0.9636, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3133, root_relative_squared_error: 1.0733, scimark_benchmark: 897.4566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6744, build_cpu_time: 0.044, build_memory: 65968648, f_measure: 0.5812, kappa: 0.2256, kb_relative_information_score: 3.3154, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.6221, predictive_accuracy: 0.5652, prior_entropy: 1.9094, recall: 0.5652, relative_absolute_error: 0.9703, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3153, root_relative_squared_error: 1.0801, scimark_benchmark: 886.1586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5652, build_cpu_time: 0.002, build_memory: 297631592, f_measure: 0.4295, kappa: 0.1178, kb_relative_information_score: 1.5782, mean_absolute_error: 0.2029, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5815, predictive_accuracy: 0.3913, prior_entropy: 1.9094, recall: 0.3913, relative_absolute_error: 1.061, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.4504, root_relative_squared_error: 1.5432, scimark_benchmark: 935.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5652, build_cpu_time: 0.004, build_memory: 252714032, f_measure: 0.4295, kappa: 0.1178, kb_relative_information_score: 1.5782, mean_absolute_error: 0.2029, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5815, predictive_accuracy: 0.3913, prior_entropy: 1.9094, recall: 0.3913, relative_absolute_error: 1.061, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.4504, root_relative_squared_error: 1.5432, scimark_benchmark: 925.7673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6108, build_cpu_time: 0.017, build_memory: 104006520, f_measure: 0.5855, kappa: 0.1521, kb_relative_information_score: -3.971, mean_absolute_error: 0.2505, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5343, predictive_accuracy: 0.6522, prior_entropy: 1.9094, recall: 0.6522, relative_absolute_error: 1.3099, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3392, root_relative_squared_error: 1.1621, scimark_benchmark: 918.9027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6108, build_cpu_time: 0.011, build_memory: 1379239032, f_measure: 0.5855, kappa: 0.1521, kb_relative_information_score: -3.971, mean_absolute_error: 0.2505, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5343, predictive_accuracy: 0.6522, prior_entropy: 1.9094, recall: 0.6522, relative_absolute_error: 1.3099, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3392, root_relative_squared_error: 1.1621, scimark_benchmark: 939.8609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7531, build_cpu_time: 0.042, build_memory: 2571767400, f_measure: 0.7559, kappa: 0.5772, kb_relative_information_score: 4.1886, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7507, predictive_accuracy: 0.7826, prior_entropy: 1.9094, recall: 0.7826, relative_absolute_error: 0.9072, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2812, root_relative_squared_error: 0.9635, scimark_benchmark: 924.9295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7531, build_cpu_time: 0.04, build_memory: 1313645832, f_measure: 0.7559, kappa: 0.5772, kb_relative_information_score: 4.1886, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7507, predictive_accuracy: 0.7826, prior_entropy: 1.9094, recall: 0.7826, relative_absolute_error: 0.9072, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2812, root_relative_squared_error: 0.9635, scimark_benchmark: 939.9709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5652, build_cpu_time: 0.001, build_memory: 1186458688, f_measure: 0.4295, kappa: 0.1178, kb_relative_information_score: 1.5782, mean_absolute_error: 0.2029, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5815, predictive_accuracy: 0.3913, prior_entropy: 1.9094, recall: 0.3913, relative_absolute_error: 1.061, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.4504, root_relative_squared_error: 1.5432, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5652, build_cpu_time: 0.001, build_memory: 703921720, f_measure: 0.4295, kappa: 0.1178, kb_relative_information_score: 1.5782, mean_absolute_error: 0.2029, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5815, predictive_accuracy: 0.3913, prior_entropy: 1.9094, recall: 0.3913, relative_absolute_error: 1.061, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.4504, root_relative_squared_error: 1.5432, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6108, build_cpu_time: 0.01, build_memory: 1427318976, f_measure: 0.5855, kappa: 0.1521, kb_relative_information_score: -3.971, mean_absolute_error: 0.2505, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5343, predictive_accuracy: 0.6522, prior_entropy: 1.9094, recall: 0.6522, relative_absolute_error: 1.3099, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3392, root_relative_squared_error: 1.1621, scimark_benchmark: 907.1899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6108, build_cpu_time: 0.007, build_memory: 423583376, f_measure: 0.5855, kappa: 0.1521, kb_relative_information_score: -3.971, mean_absolute_error: 0.2505, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5343, predictive_accuracy: 0.6522, prior_entropy: 1.9094, recall: 0.6522, relative_absolute_error: 1.3099, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3392, root_relative_squared_error: 1.1621, scimark_benchmark: 941.7846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7137, build_cpu_time: 0.507, build_memory: 643509224, f_measure: 0.6917, kappa: 0.4615, kb_relative_information_score: 8.6331, mean_absolute_error: 0.1139, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7291, predictive_accuracy: 0.6957, prior_entropy: 1.9094, recall: 0.6957, relative_absolute_error: 0.5954, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3075, root_relative_squared_error: 1.0536, scimark_benchmark: 942.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7403, build_cpu_time: 1.094, build_memory: 1733004480, f_measure: 0.6834, kappa: 0.4633, kb_relative_information_score: 9.2648, mean_absolute_error: 0.104, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7204, predictive_accuracy: 0.6957, prior_entropy: 1.9094, recall: 0.6957, relative_absolute_error: 0.5437, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3129, root_relative_squared_error: 1.072, scimark_benchmark: 947.2691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7231, build_cpu_time: 2.705, build_memory: 1017461816, f_measure: 0.6772, kappa: 0.4651, kb_relative_information_score: 8.864, mean_absolute_error: 0.1092, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7146, predictive_accuracy: 0.6957, prior_entropy: 1.9094, recall: 0.6957, relative_absolute_error: 0.5709, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3176, root_relative_squared_error: 1.0882, scimark_benchmark: 919.6575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7531, build_cpu_time: 0.027, build_memory: 1690623992, f_measure: 0.7559, kappa: 0.5772, kb_relative_information_score: 4.1886, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7507, predictive_accuracy: 0.7826, prior_entropy: 1.9094, recall: 0.7826, relative_absolute_error: 0.9072, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2812, root_relative_squared_error: 0.9635, scimark_benchmark: 940.5537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5652, build_cpu_time: 0.004, build_memory: 718792760, f_measure: 0.4295, kappa: 0.1178, kb_relative_information_score: 1.5782, mean_absolute_error: 0.2029, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5815, predictive_accuracy: 0.3913, prior_entropy: 1.9094, recall: 0.3913, relative_absolute_error: 1.061, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.4504, root_relative_squared_error: 1.5432, scimark_benchmark: 916.3022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6108, build_cpu_time: 0.009, build_memory: 251842768, f_measure: 0.5855, kappa: 0.1521, kb_relative_information_score: -3.971, mean_absolute_error: 0.2505, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5343, predictive_accuracy: 0.6522, prior_entropy: 1.9094, recall: 0.6522, relative_absolute_error: 1.3099, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3392, root_relative_squared_error: 1.1621, scimark_benchmark: 907.3828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7108, build_cpu_time: 2.666, build_memory: 902742992, f_measure: 0.6435, kappa: 0.3566, kb_relative_information_score: 8.4957, mean_absolute_error: 0.112, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.6615, predictive_accuracy: 0.6522, prior_entropy: 1.9094, recall: 0.6522, relative_absolute_error: 0.5858, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3205, root_relative_squared_error: 1.0981, scimark_benchmark: 926.4124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7448, build_cpu_time: 0.026, build_memory: 1252800968, f_measure: 0.6625, kappa: 0.4103, kb_relative_information_score: 4.1899, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7246, predictive_accuracy: 0.6522, prior_entropy: 1.9094, recall: 0.6522, relative_absolute_error: 0.9072, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2871, root_relative_squared_error: 0.9835, scimark_benchmark: 915.0385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5532, build_cpu_time: 0.054, build_memory: 867732104, f_measure: 0.561, kappa: 0.1116, kb_relative_information_score: 2.4392, mean_absolute_error: 0.1707, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5242, predictive_accuracy: 0.6087, prior_entropy: 1.9094, recall: 0.6087, relative_absolute_error: 0.8927, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3148, root_relative_squared_error: 1.0785, scimark_benchmark: 947.8637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.75, build_cpu_time: 0.299, build_memory: 892319728, f_measure: 0.5893, kappa: 0.3215, kb_relative_information_score: 6.3467, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7043, predictive_accuracy: 0.5652, prior_entropy: 1.9094, recall: 0.5652, relative_absolute_error: 0.7436, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3485, root_relative_squared_error: 1.1939, scimark_benchmark: 937.2031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7325, build_cpu_time: 0.005, build_memory: 564346664, f_measure: 0.575, kappa: 0.2359, kb_relative_information_score: 6.5921, mean_absolute_error: 0.1461, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.6112, predictive_accuracy: 0.5652, prior_entropy: 1.9094, recall: 0.5652, relative_absolute_error: 0.7642, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3422, root_relative_squared_error: 1.1724, scimark_benchmark: 938.2445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7325, build_cpu_time: 0.006, build_memory: 918010776, f_measure: 0.575, kappa: 0.2359, kb_relative_information_score: 6.5921, mean_absolute_error: 0.1461, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.6112, predictive_accuracy: 0.5652, prior_entropy: 1.9094, recall: 0.5652, relative_absolute_error: 0.7642, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3422, root_relative_squared_error: 1.1724, scimark_benchmark: 922.5645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5781, build_cpu_time: 0.014, build_memory: 696060464, f_measure: 0.5668, kappa: 0.0961, kb_relative_information_score: 1.2913, mean_absolute_error: 0.1952, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5314, predictive_accuracy: 0.6087, prior_entropy: 1.9094, recall: 0.6087, relative_absolute_error: 1.0208, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3126, root_relative_squared_error: 1.0709, scimark_benchmark: 945.4151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5781, build_cpu_time: 0.019, build_memory: 316368600, f_measure: 0.5668, kappa: 0.0961, kb_relative_information_score: 1.2913, mean_absolute_error: 0.1952, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5314, predictive_accuracy: 0.6087, prior_entropy: 1.9094, recall: 0.6087, relative_absolute_error: 1.0208, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3126, root_relative_squared_error: 1.0709, scimark_benchmark: 940.7816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4655, build_cpu_time: 0.001, build_memory: 183408288, f_measure: 0.4608, kappa: -0.0136, kb_relative_information_score: 0.8109, mean_absolute_error: 0.1831, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5033, predictive_accuracy: 0.4348, prior_entropy: 1.9094, recall: 0.4348, relative_absolute_error: 0.9577, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.4157, root_relative_squared_error: 1.4241, scimark_benchmark: 945.1738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4655, build_cpu_time: 0.001, build_memory: 250821728, f_measure: 0.4608, kappa: -0.0136, kb_relative_information_score: 0.8109, mean_absolute_error: 0.1831, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5033, predictive_accuracy: 0.4348, prior_entropy: 1.9094, recall: 0.4348, relative_absolute_error: 0.9577, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.4157, root_relative_squared_error: 1.4241, scimark_benchmark: 942.9279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4655, build_memory: 261155024, f_measure: 0.4608, kappa: -0.0136, kb_relative_information_score: 0.8109, mean_absolute_error: 0.1831, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5033, predictive_accuracy: 0.4348, prior_entropy: 1.9094, recall: 0.4348, relative_absolute_error: 0.9577, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.4157, root_relative_squared_error: 1.4241, scimark_benchmark: 945.7844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6634, build_cpu_time: 0.071, build_memory: 74073320, f_measure: 0.658, kappa: 0.3521, kb_relative_information_score: -1.6398, mean_absolute_error: 0.2386, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.6832, predictive_accuracy: 0.6522, prior_entropy: 1.9094, recall: 0.6522, relative_absolute_error: 1.248, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3356, root_relative_squared_error: 1.1499, scimark_benchmark: 928.1083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5135, build_cpu_time: 0.06, build_memory: 1006661040, f_measure: 0.5708, kb_relative_information_score: -2.8427, mean_absolute_error: 0.2367, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.4839, predictive_accuracy: 0.6957, prior_entropy: 1.9094, recall: 0.6957, relative_absolute_error: 1.2379, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3329, root_relative_squared_error: 1.1403, scimark_benchmark: 945.4085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7239, build_cpu_time: 0.142, build_memory: 739218496, f_measure: 0.5064, kappa: 0.193, kb_relative_information_score: 5.0264, mean_absolute_error: 0.1609, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.6145, predictive_accuracy: 0.4783, prior_entropy: 1.9094, recall: 0.4783, relative_absolute_error: 0.8414, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.392, root_relative_squared_error: 1.3429, scimark_benchmark: 949.8157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5917, build_memory: 744510464, f_measure: 0.5377, kappa: 0.151, kb_relative_information_score: 3.4972, mean_absolute_error: 0.1726, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5786, predictive_accuracy: 0.5217, prior_entropy: 1.9094, recall: 0.5217, relative_absolute_error: 0.9024, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3787, root_relative_squared_error: 1.2975, scimark_benchmark: 906.631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5693, build_cpu_time: 0.011, build_memory: 571501288, f_measure: 0.5565, kappa: 0.098, kb_relative_information_score: 1.8942, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5507, predictive_accuracy: 0.5652, prior_entropy: 1.9094, recall: 0.5652, relative_absolute_error: 0.9101, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3511, root_relative_squared_error: 1.2027, scimark_benchmark: 945.7844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5693, build_cpu_time: 0.013, build_memory: 578404488, f_measure: 0.5565, kappa: 0.098, kb_relative_information_score: 1.8942, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5507, predictive_accuracy: 0.5652, prior_entropy: 1.9094, recall: 0.5652, relative_absolute_error: 0.9101, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3511, root_relative_squared_error: 1.2027, scimark_benchmark: 943.1817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7056, build_cpu_time: 0.156, build_memory: 814898896, f_measure: 0.5612, kappa: 0.2792, kb_relative_information_score: 4.9199, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7053, predictive_accuracy: 0.5217, prior_entropy: 1.9094, recall: 0.5217, relative_absolute_error: 0.879, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3359, root_relative_squared_error: 1.151, scimark_benchmark: 940.4464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.73, build_cpu_time: 0.822, build_memory: 340139256, f_measure: 0.6625, kappa: 0.4103, kb_relative_information_score: 8.1238, mean_absolute_error: 0.1198, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7246, predictive_accuracy: 0.6522, prior_entropy: 1.9094, recall: 0.6522, relative_absolute_error: 0.6264, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3307, root_relative_squared_error: 1.1328, scimark_benchmark: 939.6177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.72, build_cpu_time: 0.518, build_memory: 1001255504, f_measure: 0.5217, kappa: 0.1028, kb_relative_information_score: 3.3897, mean_absolute_error: 0.1852, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5404, predictive_accuracy: 0.5217, prior_entropy: 1.9094, recall: 0.5217, relative_absolute_error: 0.9684, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3137, root_relative_squared_error: 1.0748, scimark_benchmark: 942.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.72, build_cpu_time: 0.519, build_memory: 179068136, f_measure: 0.5217, kappa: 0.1028, kb_relative_information_score: 3.3897, mean_absolute_error: 0.1852, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5404, predictive_accuracy: 0.5217, prior_entropy: 1.9094, recall: 0.5217, relative_absolute_error: 0.9684, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3137, root_relative_squared_error: 1.0748, scimark_benchmark: 938.5288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6558, build_cpu_time: 1.25, build_memory: 93028864, f_measure: 0.622, kappa: 0.1436, kb_relative_information_score: 3.9542, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5839, predictive_accuracy: 0.6957, prior_entropy: 1.9094, recall: 0.6957, relative_absolute_error: 0.8789, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2839, root_relative_squared_error: 0.9727, scimark_benchmark: 937.1801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7156, build_cpu_time: 0.175, build_memory: 1534205416, f_measure: 0.5217, kappa: 0.1028, kb_relative_information_score: 3.4663, mean_absolute_error: 0.184, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5404, predictive_accuracy: 0.5217, prior_entropy: 1.9094, recall: 0.5217, relative_absolute_error: 0.9624, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3143, root_relative_squared_error: 1.0769, scimark_benchmark: 937.0358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6894, build_cpu_time: 0.763, build_memory: 627010704, f_measure: 0.5602, kappa: 0.0372, kb_relative_information_score: 3.9286, mean_absolute_error: 0.1676, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5195, predictive_accuracy: 0.6087, prior_entropy: 1.9094, recall: 0.6087, relative_absolute_error: 0.8766, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2852, root_relative_squared_error: 0.9771, scimark_benchmark: 940.6415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6496, build_cpu_time: 0.128, build_memory: 917794928, f_measure: 0.5411, kappa: -0.0299, kb_relative_information_score: 2.0274, mean_absolute_error: 0.1865, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.487, predictive_accuracy: 0.6087, prior_entropy: 1.9094, recall: 0.6087, relative_absolute_error: 0.975, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2924, root_relative_squared_error: 1.0018, scimark_benchmark: 902.5808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6556, build_cpu_time: 0.253, build_memory: 151824152, f_measure: 0.5411, kappa: -0.0299, kb_relative_information_score: 1.7446, mean_absolute_error: 0.1891, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.487, predictive_accuracy: 0.6087, prior_entropy: 1.9094, recall: 0.6087, relative_absolute_error: 0.9888, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2941, root_relative_squared_error: 1.0077, scimark_benchmark: 933.4451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6964, build_cpu_time: 6.178, build_memory: 1170188456, f_measure: 0.5494, kappa: 0.0574, kb_relative_information_score: -1.9277, mean_absolute_error: 0.2407, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5345, predictive_accuracy: 0.5652, prior_entropy: 1.9094, recall: 0.5652, relative_absolute_error: 1.2585, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.333, root_relative_squared_error: 1.1408, scimark_benchmark: 947.903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7072, build_cpu_time: 3.368, build_memory: 1564890880, f_measure: 0.5494, kappa: 0.0574, kb_relative_information_score: -1.8584, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5345, predictive_accuracy: 0.5652, prior_entropy: 1.9094, recall: 0.5652, relative_absolute_error: 1.2554, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3323, root_relative_squared_error: 1.1384, scimark_benchmark: 944.9156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7136, build_cpu_time: 0.814, build_memory: 2167105912, f_measure: 0.5734, kappa: 0.1697, kb_relative_information_score: -1.9772, mean_absolute_error: 0.2414, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5855, predictive_accuracy: 0.5652, prior_entropy: 1.9094, recall: 0.5652, relative_absolute_error: 1.2626, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3342, root_relative_squared_error: 1.145, scimark_benchmark: 947.7504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6953, build_cpu_time: 0.375, build_memory: 618490040, f_measure: 0.5734, kappa: 0.1697, kb_relative_information_score: -2.3661, mean_absolute_error: 0.2435, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5855, predictive_accuracy: 0.5652, prior_entropy: 1.9094, recall: 0.5652, relative_absolute_error: 1.2732, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3369, root_relative_squared_error: 1.1544, scimark_benchmark: 928.8874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6953, build_cpu_time: 0.438, build_memory: 1284430848, f_measure: 0.5734, kappa: 0.1697, kb_relative_information_score: -2.3661, mean_absolute_error: 0.2435, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5855, predictive_accuracy: 0.5652, prior_entropy: 1.9094, recall: 0.5652, relative_absolute_error: 1.2732, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3369, root_relative_squared_error: 1.1544, scimark_benchmark: 938.2568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7385, build_cpu_time: 0.036, build_memory: 1360901456, f_measure: 0.7101, kappa: 0.4651, kb_relative_information_score: 4.3566, mean_absolute_error: 0.1732, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.6957, predictive_accuracy: 0.7391, prior_entropy: 1.9094, recall: 0.7391, relative_absolute_error: 0.9057, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2853, root_relative_squared_error: 0.9774, scimark_benchmark: 929.0404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7385, build_cpu_time: 0.04, build_memory: 87183856, f_measure: 0.7101, kappa: 0.4651, kb_relative_information_score: 4.3566, mean_absolute_error: 0.1732, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.6957, predictive_accuracy: 0.7391, prior_entropy: 1.9094, recall: 0.7391, relative_absolute_error: 0.9057, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2853, root_relative_squared_error: 0.9774, scimark_benchmark: 941.1383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.637, build_cpu_time: 0.073, build_memory: 1865478328, f_measure: 0.5168, kappa: -0.0748, kb_relative_information_score: 2.1039, mean_absolute_error: 0.1881, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.476, predictive_accuracy: 0.5652, prior_entropy: 1.9094, recall: 0.5652, relative_absolute_error: 0.9836, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2958, root_relative_squared_error: 1.0134, scimark_benchmark: 919.2952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5989, build_cpu_time: 0.041, build_memory: 1006777952, f_measure: 0.5668, kappa: 0.0961, kb_relative_information_score: 1.5628, mean_absolute_error: 0.1895, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5314, predictive_accuracy: 0.6087, prior_entropy: 1.9094, recall: 0.6087, relative_absolute_error: 0.9912, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2999, root_relative_squared_error: 1.0276, scimark_benchmark: 919.2952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4655, build_cpu_time: 0.001, build_memory: 281882016, f_measure: 0.4608, kappa: -0.0136, kb_relative_information_score: 0.8109, mean_absolute_error: 0.1831, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5033, predictive_accuracy: 0.4348, prior_entropy: 1.9094, recall: 0.4348, relative_absolute_error: 0.9577, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.4157, root_relative_squared_error: 1.4241, scimark_benchmark: 943.2554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4655, build_cpu_time: 0.001, build_memory: 150244936, f_measure: 0.4608, kappa: -0.0136, kb_relative_information_score: 0.8109, mean_absolute_error: 0.1831, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5033, predictive_accuracy: 0.4348, prior_entropy: 1.9094, recall: 0.4348, relative_absolute_error: 0.9577, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.4157, root_relative_squared_error: 1.4241, scimark_benchmark: 940.3415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4655, build_cpu_time: 0.001, build_memory: 115399336, f_measure: 0.4608, kappa: -0.0136, kb_relative_information_score: 0.8109, mean_absolute_error: 0.1831, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5033, predictive_accuracy: 0.4348, prior_entropy: 1.9094, recall: 0.4348, relative_absolute_error: 0.9577, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.4157, root_relative_squared_error: 1.4241, scimark_benchmark: 946.9694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, build_memory: 142763696, f_measure: 0.5708, kb_relative_information_score: -1.1747, mean_absolute_error: 0.204, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.4839, predictive_accuracy: 0.6957, prior_entropy: 1.9094, recall: 0.6957, relative_absolute_error: 1.0666, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2998, root_relative_squared_error: 1.0272, scimark_benchmark: 946.9694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7137, build_cpu_time: 1.584, build_memory: 727240008, f_measure: 0.6516, kappa: 0.3185, kb_relative_information_score: -1.8831, mean_absolute_error: 0.2407, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.658, predictive_accuracy: 0.6522, prior_entropy: 1.9094, recall: 0.6522, relative_absolute_error: 1.2588, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3333, root_relative_squared_error: 1.1421, scimark_benchmark: 927.4148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7973, f_measure: 0.6606, kappa: 0.3784, kb_relative_information_score: 6.8462, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7759, predictive_accuracy: 0.6087, prior_entropy: 1.9094, recall: 0.6087, relative_absolute_error: 0.6968, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3189, root_relative_squared_error: 1.0926, scimark_benchmark: 1365.1392, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7973, f_measure: 0.6606, kappa: 0.3784, kb_relative_information_score: 6.8462, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7759, predictive_accuracy: 0.6087, prior_entropy: 1.9094, recall: 0.6087, relative_absolute_error: 0.6968, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3189, root_relative_squared_error: 1.0926, scimark_benchmark: 1227.9507, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7173, f_measure: 0.6147, kappa: 0.367, kb_relative_information_score: 5.2831, mean_absolute_error: 0.164, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.702, predictive_accuracy: 0.6087, prior_entropy: 1.9094, recall: 0.6087, relative_absolute_error: 0.8577, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3363, root_relative_squared_error: 1.1522, scimark_benchmark: 889.3151, usercpu_time_millis: 240, usercpu_time_millis_training: 240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7973, f_measure: 0.6606, kappa: 0.3784, kb_relative_information_score: 6.8462, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7759, predictive_accuracy: 0.6087, prior_entropy: 1.9094, recall: 0.6087, relative_absolute_error: 0.6968, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3189, root_relative_squared_error: 1.0926, scimark_benchmark: 1327.2954, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7448, f_measure: 0.6625, kappa: 0.4103, kb_relative_information_score: 4.1899, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7246, predictive_accuracy: 0.6522, prior_entropy: 1.9094, recall: 0.6522, relative_absolute_error: 0.9072, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2871, root_relative_squared_error: 0.9835, scimark_benchmark: 1326.8946, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.547, f_measure: 0.561, kappa: 0.1116, kb_relative_information_score: 2.4661, mean_absolute_error: 0.1704, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5242, predictive_accuracy: 0.6087, prior_entropy: 1.9094, recall: 0.6087, relative_absolute_error: 0.8909, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3149, root_relative_squared_error: 1.0788, scimark_benchmark: 1322.7257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7448, f_measure: 0.6625, kappa: 0.4103, kb_relative_information_score: 4.1899, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7246, predictive_accuracy: 0.6522, prior_entropy: 1.9094, recall: 0.6522, relative_absolute_error: 0.9072, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2871, root_relative_squared_error: 0.9835, scimark_benchmark: 1260.1387, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7448, f_measure: 0.6625, kappa: 0.4103, kb_relative_information_score: 4.1899, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7246, predictive_accuracy: 0.6522, prior_entropy: 1.9094, recall: 0.6522, relative_absolute_error: 0.9072, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2871, root_relative_squared_error: 0.9835, scimark_benchmark: 1346.9602, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5862, f_measure: 0.6145, kappa: 0.2069, kb_relative_information_score: 1.9714, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5507, predictive_accuracy: 0.6957, prior_entropy: 1.9094, recall: 0.6957, relative_absolute_error: 0.9257, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3056, root_relative_squared_error: 1.0469, scimark_benchmark: 1304.9611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5993, f_measure: 0.5668, kappa: 0.1191, kb_relative_information_score: 2.0054, mean_absolute_error: 0.173, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5314, predictive_accuracy: 0.6087, prior_entropy: 1.9094, recall: 0.6087, relative_absolute_error: 0.9049, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3409, root_relative_squared_error: 1.1678, scimark_benchmark: 869.6028, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6119, f_measure: 0.5707, kappa: 0.215, kb_relative_information_score: 4.6954, mean_absolute_error: 0.1449, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.6112, predictive_accuracy: 0.5652, prior_entropy: 1.9094, recall: 0.5652, relative_absolute_error: 0.7579, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3807, root_relative_squared_error: 1.3043, scimark_benchmark: 1345.5871, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7313, f_measure: 0.6381, kappa: 0.393, kb_relative_information_score: 7.398, mean_absolute_error: 0.1381, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7514, predictive_accuracy: 0.6087, prior_entropy: 1.9094, recall: 0.6087, relative_absolute_error: 0.7223, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3612, root_relative_squared_error: 1.2374, scimark_benchmark: 1341.2341, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5862, f_measure: 0.6145, kappa: 0.2069, kb_relative_information_score: 1.9714, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5507, predictive_accuracy: 0.6957, prior_entropy: 1.9094, recall: 0.6957, relative_absolute_error: 0.9257, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3056, root_relative_squared_error: 1.0469, scimark_benchmark: 876.0664, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5862, f_measure: 0.6145, kappa: 0.2069, kb_relative_information_score: 1.9714, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5507, predictive_accuracy: 0.6957, prior_entropy: 1.9094, recall: 0.6957, relative_absolute_error: 0.9257, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3056, root_relative_squared_error: 1.0469, scimark_benchmark: 1287.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: -10.5894, mean_absolute_error: 0.3333, mean_prior_absolute_error: 0.1912, number_of_instances: 23, prior_entropy: 1.9094, relative_absolute_error: 1.7431, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.5774, root_relative_squared_error: 1.978, scimark_benchmark: 1368.9272, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5464, f_measure: 0.561, kappa: 0.1, kb_relative_information_score: 4.6955, mean_absolute_error: 0.1304, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5242, predictive_accuracy: 0.6087, prior_entropy: 1.9094, recall: 0.6087, relative_absolute_error: 0.6821, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3612, root_relative_squared_error: 1.2373, scimark_benchmark: 1291.6995, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5592, f_measure: 0.5913, kappa: 0.1598, kb_relative_information_score: 1.8521, mean_absolute_error: 0.1781, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5416, predictive_accuracy: 0.6522, prior_entropy: 1.9094, recall: 0.6522, relative_absolute_error: 0.9314, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3107, root_relative_squared_error: 1.0644, scimark_benchmark: 1319.9043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7487, build_cpu_time: 22.201, build_memory: 441949232, f_measure: 0.6625, kappa: 0.4103, kb_relative_information_score: 3.9941, mean_absolute_error: 0.1753, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7246, predictive_accuracy: 0.6522, prior_entropy: 1.9094, recall: 0.6522, relative_absolute_error: 0.9168, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2979, root_relative_squared_error: 1.0207, scimark_benchmark: 944.0386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7973, f_measure: 0.6606, kappa: 0.3784, kb_relative_information_score: 6.8462, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7759, predictive_accuracy: 0.6087, prior_entropy: 1.9094, recall: 0.6087, relative_absolute_error: 0.6968, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3189, root_relative_squared_error: 1.0926, scimark_benchmark: 1283.2145, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6946, f_measure: 0.5126, kappa: 0.1834, kb_relative_information_score: 4.9108, mean_absolute_error: 0.1582, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.6203, predictive_accuracy: 0.4783, prior_entropy: 1.9094, recall: 0.4783, relative_absolute_error: 0.8272, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3658, root_relative_squared_error: 1.2532, scimark_benchmark: 1308.3503, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5837, f_measure: 0.5708, kb_relative_information_score: 0.3479, mean_absolute_error: 0.1927, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.4839, predictive_accuracy: 0.6957, prior_entropy: 1.9094, recall: 0.6957, relative_absolute_error: 1.0077, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2935, root_relative_squared_error: 1.0056, scimark_benchmark: 1300.0105, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6459, f_measure: 0.5708, kb_relative_information_score: 0.726, mean_absolute_error: 0.1909, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.4839, predictive_accuracy: 0.6957, prior_entropy: 1.9094, recall: 0.6957, relative_absolute_error: 0.9982, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2915, root_relative_squared_error: 0.9987, scimark_benchmark: 1263.2205, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6908, f_measure: 0.5264, kappa: -0.1011, kb_relative_information_score: 0.8715, mean_absolute_error: 0.1908, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.4638, predictive_accuracy: 0.6087, prior_entropy: 1.9094, recall: 0.6087, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2917, root_relative_squared_error: 0.9994, scimark_benchmark: 1327.9952, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7973, f_measure: 0.6606, kappa: 0.3784, kb_relative_information_score: 6.8462, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7759, predictive_accuracy: 0.6087, prior_entropy: 1.9094, recall: 0.6087, relative_absolute_error: 0.6968, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3189, root_relative_squared_error: 1.0926, scimark_benchmark: 1310.9044, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7448, f_measure: 0.6625, kappa: 0.4103, kb_relative_information_score: 4.1899, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.7246, predictive_accuracy: 0.6522, prior_entropy: 1.9094, recall: 0.6522, relative_absolute_error: 0.9072, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2871, root_relative_squared_error: 0.9835, scimark_benchmark: 1345.7204, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5555, f_measure: 0.5668, kappa: 0.1191, kb_relative_information_score: 1.1401, mean_absolute_error: 0.1888, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5314, predictive_accuracy: 0.6087, prior_entropy: 1.9094, recall: 0.6087, relative_absolute_error: 0.9871, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3447, root_relative_squared_error: 1.181, scimark_benchmark: 1320.9387, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5708, kb_relative_information_score: -1.1747, mean_absolute_error: 0.204, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.4839, predictive_accuracy: 0.6957, prior_entropy: 1.9094, recall: 0.6957, relative_absolute_error: 1.0666, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.2998, root_relative_squared_error: 1.0272, scimark_benchmark: 1066.833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5952, f_measure: 0.6145, kappa: 0.2069, kb_relative_information_score: 6.8112, mean_absolute_error: 0.1014, mean_prior_absolute_error: 0.1912, number_of_instances: 23, precision: 0.5507, predictive_accuracy: 0.6957, prior_entropy: 1.9094, recall: 0.6957, relative_absolute_error: 0.5305, root_mean_prior_squared_error: 0.2919, root_mean_squared_error: 0.3185, root_relative_squared_error: 1.0912, scimark_benchmark: 1466.6185,

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