Task
Supervised Classification on heart-h

Supervised Classification on heart-h

Task 1814 Supervised Classification heart-h 329 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

329 Runs

Fetching data
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7434, build_cpu_time: 0.0075, build_memory: 2550544504, f_measure: 0.7543, kappa: 0.4654, kb_relative_information_score: 628.6165, mean_absolute_error: 0.098, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7536, predictive_accuracy: 0.7551, prior_entropy: 1.0314, recall: 0.7551, relative_absolute_error: 0.525, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.3064, root_relative_squared_error: 1.0087, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7443, build_cpu_time: 0.0059, build_memory: 2058346676.8, f_measure: 0.7529, kappa: 0.4624, kb_relative_information_score: 627.2223, mean_absolute_error: 0.0981, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7522, predictive_accuracy: 0.7537, prior_entropy: 1.0314, recall: 0.7537, relative_absolute_error: 0.5256, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.3067, root_relative_squared_error: 1.01, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7474, build_cpu_time: 0.0023, build_memory: 279757726.4, f_measure: 0.7541, kappa: 0.4649, kb_relative_information_score: 631.1016, mean_absolute_error: 0.0976, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7534, predictive_accuracy: 0.7551, prior_entropy: 1.0314, recall: 0.7551, relative_absolute_error: 0.523, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.3055, root_relative_squared_error: 1.006, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8783, build_cpu_time: 0.0357, build_memory: 839492381.6, f_measure: 0.8001, kappa: 0.5642, kb_relative_information_score: 637.3407, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7995, predictive_accuracy: 0.8014, prior_entropy: 1.0314, recall: 0.8014, relative_absolute_error: 0.5479, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7584, scimark_benchmark: 939.9709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8783, build_cpu_time: 0.0575, build_memory: 2619408304.8, f_measure: 0.8001, kappa: 0.5642, kb_relative_information_score: 637.3407, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7995, predictive_accuracy: 0.8014, prior_entropy: 1.0314, recall: 0.8014, relative_absolute_error: 0.5479, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7584, scimark_benchmark: 924.9295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8783, build_cpu_time: 0.0553, build_memory: 180943709.6, f_measure: 0.8001, kappa: 0.5642, kb_relative_information_score: 637.3407, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7995, predictive_accuracy: 0.8014, prior_entropy: 1.0314, recall: 0.8014, relative_absolute_error: 0.5479, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7584, scimark_benchmark: 940.5537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8783, build_cpu_time: 0.0543, build_memory: 1100986516, f_measure: 0.8001, kappa: 0.5642, kb_relative_information_score: 637.3407, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7995, predictive_accuracy: 0.8014, prior_entropy: 1.0314, recall: 0.8014, relative_absolute_error: 0.5479, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7584, scimark_benchmark: 942.3945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8783, build_cpu_time: 0.0605, build_memory: 1029333497.6, f_measure: 0.8001, kappa: 0.5642, kb_relative_information_score: 637.3407, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7995, predictive_accuracy: 0.8014, prior_entropy: 1.0314, recall: 0.8014, relative_absolute_error: 0.5479, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7584, scimark_benchmark: 937.5757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7572, build_cpu_time: 0.0568, build_memory: 234867592, f_measure: 0.7246, kappa: 0.4015, kb_relative_information_score: 532.3013, mean_absolute_error: 0.1107, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7241, predictive_accuracy: 0.7252, prior_entropy: 1.0314, recall: 0.7252, relative_absolute_error: 0.5931, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.3208, root_relative_squared_error: 1.0562, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7772, build_cpu_time: 0.0285, build_memory: 232312243.2, f_measure: 0.7231, kappa: 0.3993, kb_relative_information_score: 532.463, mean_absolute_error: 0.1105, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.723, predictive_accuracy: 0.7231, prior_entropy: 1.0314, recall: 0.7231, relative_absolute_error: 0.592, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.3129, root_relative_squared_error: 1.0302, scimark_benchmark: 916.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7897, build_cpu_time: 0.0228, build_memory: 974184440, f_measure: 0.7294, kappa: 0.4109, kb_relative_information_score: 549.231, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7285, predictive_accuracy: 0.7306, prior_entropy: 1.0314, recall: 0.7306, relative_absolute_error: 0.5834, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.9842, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7972, build_cpu_time: 0.0063, build_memory: 381927442.4, f_measure: 0.7382, kappa: 0.4278, kb_relative_information_score: 550.0991, mean_absolute_error: 0.1096, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.737, predictive_accuracy: 0.7408, prior_entropy: 1.0314, recall: 0.7408, relative_absolute_error: 0.5869, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2869, root_relative_squared_error: 0.9448, scimark_benchmark: 909.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8036, build_cpu_time: 0.004, build_memory: 247153985.6, f_measure: 0.7521, kappa: 0.4583, kb_relative_information_score: 547.8261, mean_absolute_error: 0.1114, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.751, predictive_accuracy: 0.7544, prior_entropy: 1.0314, recall: 0.7544, relative_absolute_error: 0.5969, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.8976, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8557, build_cpu_time: 0.0189, build_memory: 637561544.8, f_measure: 0.8142, kappa: 0.5971, kb_relative_information_score: 718.2202, mean_absolute_error: 0.089, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8142, predictive_accuracy: 0.8143, prior_entropy: 1.0314, recall: 0.8143, relative_absolute_error: 0.4768, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.246, root_relative_squared_error: 0.8101, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8556, build_cpu_time: 0.022, build_memory: 653220940.8, f_measure: 0.8135, kappa: 0.5954, kb_relative_information_score: 720.4892, mean_absolute_error: 0.0886, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8135, predictive_accuracy: 0.8136, prior_entropy: 1.0314, recall: 0.8136, relative_absolute_error: 0.4746, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2469, root_relative_squared_error: 0.8129, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8556, build_cpu_time: 0.0242, build_memory: 569233254.4, f_measure: 0.8135, kappa: 0.5954, kb_relative_information_score: 720.4892, mean_absolute_error: 0.0886, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8135, predictive_accuracy: 0.8136, prior_entropy: 1.0314, recall: 0.8136, relative_absolute_error: 0.4746, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2469, root_relative_squared_error: 0.8129, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8556, build_cpu_time: 0.0238, build_memory: 1054993186.4, f_measure: 0.8135, kappa: 0.5954, kb_relative_information_score: 720.4892, mean_absolute_error: 0.0886, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8135, predictive_accuracy: 0.8136, prior_entropy: 1.0314, recall: 0.8136, relative_absolute_error: 0.4746, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2469, root_relative_squared_error: 0.8129, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8556, build_cpu_time: 0.0258, build_memory: 1068909364, f_measure: 0.8135, kappa: 0.5954, kb_relative_information_score: 720.4892, mean_absolute_error: 0.0886, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8135, predictive_accuracy: 0.8136, prior_entropy: 1.0314, recall: 0.8136, relative_absolute_error: 0.4746, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2469, root_relative_squared_error: 0.8129, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8614, build_cpu_time: 0.9689, build_memory: 33725587.2, f_measure: 0.7952, kappa: 0.5557, kb_relative_information_score: 714.1534, mean_absolute_error: 0.0876, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7952, predictive_accuracy: 0.7952, prior_entropy: 1.0314, recall: 0.7952, relative_absolute_error: 0.4694, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2584, root_relative_squared_error: 0.8509, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8571, build_cpu_time: 1.6825, build_memory: 764484312, f_measure: 0.7931, kappa: 0.5498, kb_relative_information_score: 737.4365, mean_absolute_error: 0.0837, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7926, predictive_accuracy: 0.7939, prior_entropy: 1.0314, recall: 0.7939, relative_absolute_error: 0.4482, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2679, root_relative_squared_error: 0.882, scimark_benchmark: 945.5885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8472, build_cpu_time: 3.5313, build_memory: 918012191.2, f_measure: 0.7844, kappa: 0.5311, kb_relative_information_score: 719.8881, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7839, predictive_accuracy: 0.785, prior_entropy: 1.0314, recall: 0.785, relative_absolute_error: 0.4586, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2795, root_relative_squared_error: 0.9202, scimark_benchmark: 943.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8238, build_cpu_time: 6.7813, build_memory: 638643204.8, f_measure: 0.7758, kappa: 0.5128, kb_relative_information_score: 694.8858, mean_absolute_error: 0.089, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7754, predictive_accuracy: 0.7762, prior_entropy: 1.0314, recall: 0.7762, relative_absolute_error: 0.4769, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2901, root_relative_squared_error: 0.9551, scimark_benchmark: 931.6517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8022, build_cpu_time: 14.3845, build_memory: 26151853.6, f_measure: 0.7761, kappa: 0.5144, kb_relative_information_score: 691.467, mean_absolute_error: 0.0895, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7761, predictive_accuracy: 0.7762, prior_entropy: 1.0314, recall: 0.7762, relative_absolute_error: 0.4792, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2956, root_relative_squared_error: 0.9732, scimark_benchmark: 944.2203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7973, build_cpu_time: 34.1662, build_memory: 702310849.6, f_measure: 0.8046, kappa: 0.5757, kb_relative_information_score: 775.6912, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8044, predictive_accuracy: 0.8048, prior_entropy: 1.0314, recall: 0.8048, relative_absolute_error: 0.4193, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2791, root_relative_squared_error: 0.919, scimark_benchmark: 907.4175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.803, build_cpu_time: 17.3541, build_memory: 284399407.2, f_measure: 0.8026, kappa: 0.5718, kb_relative_information_score: 770.0753, mean_absolute_error: 0.079, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8026, predictive_accuracy: 0.8027, prior_entropy: 1.0314, recall: 0.8027, relative_absolute_error: 0.4232, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.28, root_relative_squared_error: 0.922, scimark_benchmark: 935.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8184, build_cpu_time: 9.2085, build_memory: 1608563014.4, f_measure: 0.7988, kappa: 0.564, kb_relative_information_score: 758.1283, mean_absolute_error: 0.0806, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.799, predictive_accuracy: 0.7986, prior_entropy: 1.0314, recall: 0.7986, relative_absolute_error: 0.4316, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2807, root_relative_squared_error: 0.9243, scimark_benchmark: 930.5854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8443, build_cpu_time: 2.0183, build_memory: 192391934.4, f_measure: 0.7799, kappa: 0.5232, kb_relative_information_score: 705.1422, mean_absolute_error: 0.0876, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7802, predictive_accuracy: 0.7796, prior_entropy: 1.0314, recall: 0.7796, relative_absolute_error: 0.4694, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2848, root_relative_squared_error: 0.9377, scimark_benchmark: 873.8637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8317, build_cpu_time: 0.2814, build_memory: 978483263.2, f_measure: 0.781, kappa: 0.5253, kb_relative_information_score: 696.9543, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7811, predictive_accuracy: 0.781, prior_entropy: 1.0314, recall: 0.781, relative_absolute_error: 0.4757, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2813, root_relative_squared_error: 0.9263, scimark_benchmark: 916.8516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8312, build_cpu_time: 0.5642, build_memory: 1195771169.6, f_measure: 0.7851, kappa: 0.5328, kb_relative_information_score: 712.0168, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7847, predictive_accuracy: 0.7857, prior_entropy: 1.0314, recall: 0.7857, relative_absolute_error: 0.4656, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2856, root_relative_squared_error: 0.9402, scimark_benchmark: 923.3659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.816, build_cpu_time: 1.4233, build_memory: 409700159.2, f_measure: 0.7896, kappa: 0.5418, kb_relative_information_score: 736.8873, mean_absolute_error: 0.0834, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.789, predictive_accuracy: 0.7905, prior_entropy: 1.0314, recall: 0.7905, relative_absolute_error: 0.4467, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2845, root_relative_squared_error: 0.9367, scimark_benchmark: 902.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7978, build_cpu_time: 2.3565, build_memory: 244183387.2, f_measure: 0.7921, kappa: 0.547, kb_relative_information_score: 745.4448, mean_absolute_error: 0.0822, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7915, predictive_accuracy: 0.7932, prior_entropy: 1.0314, recall: 0.7932, relative_absolute_error: 0.4404, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2846, root_relative_squared_error: 0.9371, scimark_benchmark: 919.5971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7874, build_cpu_time: 4.5074, build_memory: 241644529.6, f_measure: 0.7952, kappa: 0.5545, kb_relative_information_score: 750.844, mean_absolute_error: 0.0815, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7947, predictive_accuracy: 0.7959, prior_entropy: 1.0314, recall: 0.7959, relative_absolute_error: 0.4366, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2844, root_relative_squared_error: 0.9365, scimark_benchmark: 913.3372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8302, build_cpu_time: 0.0331, build_memory: 246442141.6, f_measure: 0.7884, kappa: 0.5396, kb_relative_information_score: 695.3915, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7879, predictive_accuracy: 0.7891, prior_entropy: 1.0314, recall: 0.7891, relative_absolute_error: 0.4837, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2651, root_relative_squared_error: 0.8729, scimark_benchmark: 945.0532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8302, build_cpu_time: 0.0311, build_memory: 931849729.6, f_measure: 0.7884, kappa: 0.5396, kb_relative_information_score: 695.3915, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7879, predictive_accuracy: 0.7891, prior_entropy: 1.0314, recall: 0.7891, relative_absolute_error: 0.4837, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2651, root_relative_squared_error: 0.8729, scimark_benchmark: 893.4088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8302, build_cpu_time: 0.0425, build_memory: 1312803181.6, f_measure: 0.7884, kappa: 0.5396, kb_relative_information_score: 695.3915, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7879, predictive_accuracy: 0.7891, prior_entropy: 1.0314, recall: 0.7891, relative_absolute_error: 0.4837, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2651, root_relative_squared_error: 0.8729, scimark_benchmark: 934.8107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8336, build_cpu_time: 0.0222, build_memory: 1526491447.2, f_measure: 0.791, kappa: 0.5452, kb_relative_information_score: 695.2596, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7905, predictive_accuracy: 0.7918, prior_entropy: 1.0314, recall: 0.7918, relative_absolute_error: 0.4847, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.262, root_relative_squared_error: 0.8625, scimark_benchmark: 917.4547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8487, build_cpu_time: 0.0262, build_memory: 1037068668, f_measure: 0.7862, kappa: 0.5346, kb_relative_information_score: 720.3253, mean_absolute_error: 0.0859, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7856, predictive_accuracy: 0.7871, prior_entropy: 1.0314, recall: 0.7871, relative_absolute_error: 0.4598, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2738, root_relative_squared_error: 0.9017, scimark_benchmark: 943.4039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8273, build_cpu_time: 0.1119, build_memory: 1179939149.6, f_measure: 0.7872, kappa: 0.536, kb_relative_information_score: 728.6086, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7865, predictive_accuracy: 0.7884, prior_entropy: 1.0314, recall: 0.7884, relative_absolute_error: 0.4532, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2828, root_relative_squared_error: 0.9311, scimark_benchmark: 943.4039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8027, build_cpu_time: 0.2207, build_memory: 930619884, f_measure: 0.7914, kappa: 0.5467, kb_relative_information_score: 732.334, mean_absolute_error: 0.0842, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.791, predictive_accuracy: 0.7918, prior_entropy: 1.0314, recall: 0.7918, relative_absolute_error: 0.451, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2856, root_relative_squared_error: 0.9404, scimark_benchmark: 890.3066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7872, build_cpu_time: 0.3969, build_memory: 112191870.4, f_measure: 0.7907, kappa: 0.545, kb_relative_information_score: 731.391, mean_absolute_error: 0.0843, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7903, predictive_accuracy: 0.7912, prior_entropy: 1.0314, recall: 0.7912, relative_absolute_error: 0.4515, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2865, root_relative_squared_error: 0.9433, scimark_benchmark: 920.7965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7754, build_cpu_time: 0.0248, build_memory: 537517732.8, f_measure: 0.7952, kappa: 0.5545, kb_relative_information_score: 709.3618, mean_absolute_error: 0.0895, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7947, predictive_accuracy: 0.7959, prior_entropy: 1.0314, recall: 0.7959, relative_absolute_error: 0.4792, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2813, root_relative_squared_error: 0.9262, scimark_benchmark: 945.5885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7754, build_cpu_time: 0.0199, build_memory: 221037253.6, f_measure: 0.7952, kappa: 0.5545, kb_relative_information_score: 709.3618, mean_absolute_error: 0.0895, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7947, predictive_accuracy: 0.7959, prior_entropy: 1.0314, recall: 0.7959, relative_absolute_error: 0.4792, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2813, root_relative_squared_error: 0.9262, scimark_benchmark: 945.5885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7754, build_cpu_time: 0.0218, build_memory: 1206547660, f_measure: 0.7952, kappa: 0.5545, kb_relative_information_score: 709.3618, mean_absolute_error: 0.0895, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7947, predictive_accuracy: 0.7959, prior_entropy: 1.0314, recall: 0.7959, relative_absolute_error: 0.4792, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2813, root_relative_squared_error: 0.9262, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8698, build_cpu_time: 0.0831, build_memory: 24142141.6, f_measure: 0.804, kappa: 0.5736, kb_relative_information_score: 724.5716, mean_absolute_error: 0.0875, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8036, predictive_accuracy: 0.8048, prior_entropy: 1.0314, recall: 0.8048, relative_absolute_error: 0.4688, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.242, root_relative_squared_error: 0.7967, scimark_benchmark: 945.5885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.862, build_cpu_time: 0.0542, build_memory: 62494847.2, f_measure: 0.8008, kappa: 0.5667, kb_relative_information_score: 726.4337, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8003, predictive_accuracy: 0.8014, prior_entropy: 1.0314, recall: 0.8014, relative_absolute_error: 0.4633, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.249, root_relative_squared_error: 0.8198, scimark_benchmark: 933.442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7877, build_cpu_time: 1.3812, build_memory: 754504822.4, f_measure: 0.7868, kappa: 0.5359, kb_relative_information_score: 724.7965, mean_absolute_error: 0.085, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7862, predictive_accuracy: 0.7878, prior_entropy: 1.0314, recall: 0.7878, relative_absolute_error: 0.4554, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2897, root_relative_squared_error: 0.9537, scimark_benchmark: 920.2874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8184, build_cpu_time: 0.7523, build_memory: 983830054.4, f_measure: 0.7897, kappa: 0.5412, kb_relative_information_score: 737.1219, mean_absolute_error: 0.0834, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.789, predictive_accuracy: 0.7912, prior_entropy: 1.0314, recall: 0.7912, relative_absolute_error: 0.4465, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2841, root_relative_squared_error: 0.9353, scimark_benchmark: 944.6726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.826, build_cpu_time: 0.5052, build_memory: 105356358.4, f_measure: 0.7751, kappa: 0.51, kb_relative_information_score: 697.794, mean_absolute_error: 0.0885, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7743, predictive_accuracy: 0.7762, prior_entropy: 1.0314, recall: 0.7762, relative_absolute_error: 0.474, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2877, root_relative_squared_error: 0.9473, scimark_benchmark: 947.7459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.823, build_cpu_time: 0.2196, build_memory: 518103144.8, f_measure: 0.7714, kappa: 0.5027, kb_relative_information_score: 671.0032, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7708, predictive_accuracy: 0.7721, prior_entropy: 1.0314, recall: 0.7721, relative_absolute_error: 0.4948, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2856, root_relative_squared_error: 0.9404, scimark_benchmark: 902.0906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9067, build_cpu_time: 0.0047, build_memory: 201715337.6, f_measure: 0.837, kappa: 0.6435, kb_relative_information_score: 775.3804, mean_absolute_error: 0.0822, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8371, predictive_accuracy: 0.8388, prior_entropy: 1.0314, recall: 0.8388, relative_absolute_error: 0.4403, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2184, root_relative_squared_error: 0.719, scimark_benchmark: 947.8637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8775, build_cpu_time: 0.0354, build_memory: 243641673.6, f_measure: 0.804, kappa: 0.5724, kb_relative_information_score: 627.4487, mean_absolute_error: 0.1038, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8035, predictive_accuracy: 0.8054, prior_entropy: 1.0314, recall: 0.8054, relative_absolute_error: 0.5559, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.761, scimark_benchmark: 937.1859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8775, build_cpu_time: 0.0573, build_memory: 398796293.6, f_measure: 0.804, kappa: 0.5724, kb_relative_information_score: 627.4487, mean_absolute_error: 0.1038, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8035, predictive_accuracy: 0.8054, prior_entropy: 1.0314, recall: 0.8054, relative_absolute_error: 0.5559, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.761, scimark_benchmark: 906.631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7981, build_cpu_time: 0.0028, build_memory: 1072856899.2, f_measure: 0.8108, kappa: 0.587, kb_relative_information_score: 592.0239, mean_absolute_error: 0.1118, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8103, predictive_accuracy: 0.8122, prior_entropy: 1.0314, recall: 0.8122, relative_absolute_error: 0.5988, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2465, root_relative_squared_error: 0.8117, scimark_benchmark: 928.1083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7754, build_cpu_time: 0.0003, build_memory: 137541756.8, f_measure: 0.7952, kappa: 0.5545, kb_relative_information_score: 709.3618, mean_absolute_error: 0.0895, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7947, predictive_accuracy: 0.7959, prior_entropy: 1.0314, recall: 0.7959, relative_absolute_error: 0.4792, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2813, root_relative_squared_error: 0.9262, scimark_benchmark: 875.7999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7324, build_cpu_time: 0.0115, build_memory: 707077420, f_measure: 0.7776, kappa: 0.5081, kb_relative_information_score: 23.4889, mean_absolute_error: 0.1833, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8026, predictive_accuracy: 0.7925, prior_entropy: 1.0314, recall: 0.7925, relative_absolute_error: 0.9817, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2921, root_relative_squared_error: 0.9618, scimark_benchmark: 945.4085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7854, build_cpu_time: 0.0112, build_memory: 1049875977.6, f_measure: 0.8068, kappa: 0.5784, kb_relative_information_score: 32.7446, mean_absolute_error: 0.1824, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8062, predictive_accuracy: 0.8082, prior_entropy: 1.0314, recall: 0.8082, relative_absolute_error: 0.9769, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2906, root_relative_squared_error: 0.9567, scimark_benchmark: 942.9216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8745, build_cpu_time: 0.041, build_memory: 25223767.2, f_measure: 0.8235, kappa: 0.6136, kb_relative_information_score: 759.2246, mean_absolute_error: 0.0833, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8237, predictive_accuracy: 0.8252, prior_entropy: 1.0314, recall: 0.8252, relative_absolute_error: 0.446, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.7643, scimark_benchmark: 949.8157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.899, build_cpu_time: 0.0006, build_memory: 171715221.6, f_measure: 0.833, kappa: 0.6372, kb_relative_information_score: 831.9842, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8328, predictive_accuracy: 0.8333, prior_entropy: 1.0314, recall: 0.8333, relative_absolute_error: 0.3872, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2306, root_relative_squared_error: 0.7594, scimark_benchmark: 946.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8685, build_cpu_time: 0.0068, build_memory: 636758136, f_measure: 0.8036, kappa: 0.5718, kb_relative_information_score: 594.8656, mean_absolute_error: 0.1087, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.803, predictive_accuracy: 0.8048, prior_entropy: 1.0314, recall: 0.8048, relative_absolute_error: 0.5819, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2364, root_relative_squared_error: 0.7784, scimark_benchmark: 933.0871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8755, build_cpu_time: 0.0065, build_memory: 306806500, f_measure: 0.8088, kappa: 0.5808, kb_relative_information_score: 615.8091, mean_absolute_error: 0.1049, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.809, predictive_accuracy: 0.8116, prior_entropy: 1.0314, recall: 0.8116, relative_absolute_error: 0.5618, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2353, root_relative_squared_error: 0.7748, scimark_benchmark: 945.4151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7733, build_cpu_time: 0.0007, build_memory: 279865344, f_measure: 0.7977, kappa: 0.5575, kb_relative_information_score: 762.2643, mean_absolute_error: 0.08, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7973, predictive_accuracy: 0.8, prior_entropy: 1.0314, recall: 0.8, relative_absolute_error: 0.4285, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2828, root_relative_squared_error: 0.9313, scimark_benchmark: 943.9113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7654, build_cpu_time: 0.0019, build_memory: 420541160, f_measure: 0.7783, kappa: 0.5146, kb_relative_information_score: 556.6294, mean_absolute_error: 0.1143, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7776, predictive_accuracy: 0.781, prior_entropy: 1.0314, recall: 0.781, relative_absolute_error: 0.6123, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2701, root_relative_squared_error: 0.8893, scimark_benchmark: 946.9694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.882, build_cpu_time: 0.0691, build_memory: 1088063006.4, f_measure: 0.8148, kappa: 0.5932, kb_relative_information_score: 34.0581, mean_absolute_error: 0.1822, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8162, predictive_accuracy: 0.8184, prior_entropy: 1.0314, recall: 0.8184, relative_absolute_error: 0.976, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2895, root_relative_squared_error: 0.9533, scimark_benchmark: 938.2568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.882, build_cpu_time: 0.0837, build_memory: 377814965.6, f_measure: 0.8148, kappa: 0.5932, kb_relative_information_score: 34.0581, mean_absolute_error: 0.1822, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8162, predictive_accuracy: 0.8184, prior_entropy: 1.0314, recall: 0.8184, relative_absolute_error: 0.976, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2895, root_relative_squared_error: 0.9533, scimark_benchmark: 943.6737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.882, build_cpu_time: 0.0918, build_memory: 515640691.2, f_measure: 0.8148, kappa: 0.5932, kb_relative_information_score: 34.0581, mean_absolute_error: 0.1822, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8162, predictive_accuracy: 0.8184, prior_entropy: 1.0314, recall: 0.8184, relative_absolute_error: 0.976, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2895, root_relative_squared_error: 0.9533, scimark_benchmark: 946.5567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8883, build_cpu_time: 0.1595, build_memory: 927077013.6, f_measure: 0.8262, kappa: 0.6191, kb_relative_information_score: 34.5899, mean_absolute_error: 0.1822, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8266, predictive_accuracy: 0.8286, prior_entropy: 1.0314, recall: 0.8286, relative_absolute_error: 0.9757, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2894, root_relative_squared_error: 0.9529, scimark_benchmark: 927.8402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8945, build_cpu_time: 0.3631, build_memory: 508354640, f_measure: 0.8232, kappa: 0.6134, kb_relative_information_score: 34.0761, mean_absolute_error: 0.1822, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8231, predictive_accuracy: 0.8252, prior_entropy: 1.0314, recall: 0.8252, relative_absolute_error: 0.9759, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2894, root_relative_squared_error: 0.953, scimark_benchmark: 928.0863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8945, build_cpu_time: 0.3088, build_memory: 857764661.6, f_measure: 0.8232, kappa: 0.6134, kb_relative_information_score: 34.0761, mean_absolute_error: 0.1822, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8231, predictive_accuracy: 0.8252, prior_entropy: 1.0314, recall: 0.8252, relative_absolute_error: 0.9759, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2894, root_relative_squared_error: 0.953, scimark_benchmark: 921.6213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8972, build_cpu_time: 0.6016, build_memory: 702846432.8, f_measure: 0.8228, kappa: 0.6127, kb_relative_information_score: 34.0942, mean_absolute_error: 0.1822, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8225, predictive_accuracy: 0.8245, prior_entropy: 1.0314, recall: 0.8245, relative_absolute_error: 0.9759, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2894, root_relative_squared_error: 0.953, scimark_benchmark: 944.9156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8985, build_cpu_time: 1.1473, build_memory: 654059218.4, f_measure: 0.8243, kappa: 0.616, kb_relative_information_score: 34.0584, mean_absolute_error: 0.1822, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.824, predictive_accuracy: 0.8259, prior_entropy: 1.0314, recall: 0.8259, relative_absolute_error: 0.9759, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2894, root_relative_squared_error: 0.953, scimark_benchmark: 946.5993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8739, build_cpu_time: 0.1141, build_memory: 114981311.2, f_measure: 0.802, kappa: 0.5693, kb_relative_information_score: 595.2807, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8016, predictive_accuracy: 0.8027, prior_entropy: 1.0314, recall: 0.8027, relative_absolute_error: 0.5834, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2327, root_relative_squared_error: 0.7663, scimark_benchmark: 933.4451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8739, build_cpu_time: 0.1214, build_memory: 476235676, f_measure: 0.802, kappa: 0.5693, kb_relative_information_score: 595.2807, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8016, predictive_accuracy: 0.8027, prior_entropy: 1.0314, recall: 0.8027, relative_absolute_error: 0.5834, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2327, root_relative_squared_error: 0.7663, scimark_benchmark: 941.3563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8729, build_cpu_time: 0.0652, build_memory: 2407870043.2, f_measure: 0.7979, kappa: 0.56, kb_relative_information_score: 594.1729, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.7973, predictive_accuracy: 0.7986, prior_entropy: 1.0314, recall: 0.7986, relative_absolute_error: 0.584, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2337, root_relative_squared_error: 0.7696, scimark_benchmark: 949.2096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8724, build_cpu_time: 0.0397, build_memory: 1924988628.8, f_measure: 0.8027, kappa: 0.5706, kb_relative_information_score: 595.2057, mean_absolute_error: 0.1087, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8022, predictive_accuracy: 0.8034, prior_entropy: 1.0314, recall: 0.8034, relative_absolute_error: 0.5824, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2344, root_relative_squared_error: 0.7718, scimark_benchmark: 941.5201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8703, build_cpu_time: 0.0206, build_memory: 665709440, f_measure: 0.8024, kappa: 0.5696, kb_relative_information_score: 592.7829, mean_absolute_error: 0.1092, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8018, predictive_accuracy: 0.8034, prior_entropy: 1.0314, recall: 0.8034, relative_absolute_error: 0.5847, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2356, root_relative_squared_error: 0.7757, scimark_benchmark: 941.5201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8703, build_cpu_time: 0.0173, build_memory: 2977010708.8, f_measure: 0.8024, kappa: 0.5696, kb_relative_information_score: 592.7829, mean_absolute_error: 0.1092, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8018, predictive_accuracy: 0.8034, prior_entropy: 1.0314, recall: 0.8034, relative_absolute_error: 0.5847, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2356, root_relative_squared_error: 0.7757, scimark_benchmark: 949.2096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8763, build_cpu_time: 0.0283, build_memory: 3056546028, f_measure: 0.8057, kappa: 0.5765, kb_relative_information_score: 626.4199, mean_absolute_error: 0.1037, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8051, predictive_accuracy: 0.8068, prior_entropy: 1.0314, recall: 0.8068, relative_absolute_error: 0.5554, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2317, root_relative_squared_error: 0.763, scimark_benchmark: 941.3608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8763, build_cpu_time: 0.0431, build_memory: 1693220340.8, f_measure: 0.8057, kappa: 0.5765, kb_relative_information_score: 626.4199, mean_absolute_error: 0.1037, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8051, predictive_accuracy: 0.8068, prior_entropy: 1.0314, recall: 0.8068, relative_absolute_error: 0.5554, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2317, root_relative_squared_error: 0.763, scimark_benchmark: 929.0404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, build_cpu_time: 0.0761, build_memory: 1631573844.8, f_measure: 0.811, kappa: 0.5877, kb_relative_information_score: 629.8456, mean_absolute_error: 0.1034, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8104, predictive_accuracy: 0.8122, prior_entropy: 1.0314, recall: 0.8122, relative_absolute_error: 0.5539, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.7595, scimark_benchmark: 944.2867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, build_cpu_time: 0.0825, build_memory: 1117857521.6, f_measure: 0.811, kappa: 0.5877, kb_relative_information_score: 629.8456, mean_absolute_error: 0.1034, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8104, predictive_accuracy: 0.8122, prior_entropy: 1.0314, recall: 0.8122, relative_absolute_error: 0.5539, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.7595, scimark_benchmark: 941.1794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8837, build_cpu_time: 4.6561, build_memory: 1244987740.8, f_measure: 0.8105, kappa: 0.586, kb_relative_information_score: 624.5723, mean_absolute_error: 0.105, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8101, predictive_accuracy: 0.8122, prior_entropy: 1.0314, recall: 0.8122, relative_absolute_error: 0.5626, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2278, root_relative_squared_error: 0.7502, scimark_benchmark: 943.715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.883, build_cpu_time: 2.3672, build_memory: 737233868.8, f_measure: 0.808, kappa: 0.5807, kb_relative_information_score: 622.3742, mean_absolute_error: 0.1053, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8074, predictive_accuracy: 0.8095, prior_entropy: 1.0314, recall: 0.8095, relative_absolute_error: 0.5638, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2283, root_relative_squared_error: 0.7516, scimark_benchmark: 943.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8827, build_cpu_time: 1.0642, build_memory: 812092436.8, f_measure: 0.8044, kappa: 0.5727, kb_relative_information_score: 624.4201, mean_absolute_error: 0.105, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8039, predictive_accuracy: 0.8061, prior_entropy: 1.0314, recall: 0.8061, relative_absolute_error: 0.5622, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2283, root_relative_squared_error: 0.7517, scimark_benchmark: 871.6268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8819, build_cpu_time: 0.5463, build_memory: 846531275.2, f_measure: 0.8062, kappa: 0.5763, kb_relative_information_score: 622.3113, mean_absolute_error: 0.1052, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8058, predictive_accuracy: 0.8082, prior_entropy: 1.0314, recall: 0.8082, relative_absolute_error: 0.5635, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2287, root_relative_squared_error: 0.7531, scimark_benchmark: 925.2506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, build_cpu_time: 0.2879, build_memory: 1225386002.4, f_measure: 0.813, kappa: 0.591, kb_relative_information_score: 626.5558, mean_absolute_error: 0.1047, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8127, predictive_accuracy: 0.815, prior_entropy: 1.0314, recall: 0.815, relative_absolute_error: 0.5606, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2282, root_relative_squared_error: 0.7514, scimark_benchmark: 942.3187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8552, build_cpu_time: 0.0036, build_memory: 401112173.6, f_measure: 0.807, kappa: 0.5772, kb_relative_information_score: 715.5374, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8069, predictive_accuracy: 0.8095, prior_entropy: 1.0314, recall: 0.8095, relative_absolute_error: 0.4758, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.8061, scimark_benchmark: 941.6532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8552, build_cpu_time: 0.0037, build_memory: 476279912, f_measure: 0.807, kappa: 0.5772, kb_relative_information_score: 715.5374, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8069, predictive_accuracy: 0.8095, prior_entropy: 1.0314, recall: 0.8095, relative_absolute_error: 0.4758, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.8061, scimark_benchmark: 785.9104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8552, build_cpu_time: 0.0042, build_memory: 643825335.2, f_measure: 0.807, kappa: 0.5772, kb_relative_information_score: 715.5374, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8069, predictive_accuracy: 0.8095, prior_entropy: 1.0314, recall: 0.8095, relative_absolute_error: 0.4758, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.8061, scimark_benchmark: 940.6012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8552, build_cpu_time: 0.0031, build_memory: 1635004188.8, f_measure: 0.807, kappa: 0.5772, kb_relative_information_score: 715.5374, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8069, predictive_accuracy: 0.8095, prior_entropy: 1.0314, recall: 0.8095, relative_absolute_error: 0.4758, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.8061, scimark_benchmark: 942.3187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8552, build_cpu_time: 0.002, build_memory: 948895524, f_measure: 0.807, kappa: 0.5772, kb_relative_information_score: 715.5374, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8069, predictive_accuracy: 0.8095, prior_entropy: 1.0314, recall: 0.8095, relative_absolute_error: 0.4758, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.8061, scimark_benchmark: 902.1764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.892, build_cpu_time: 0.6105, build_memory: 517436348.8, f_measure: 0.8133, kappa: 0.5905, kb_relative_information_score: 629.1665, mean_absolute_error: 0.1057, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.814, predictive_accuracy: 0.8163, prior_entropy: 1.0314, recall: 0.8163, relative_absolute_error: 0.5662, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.738, scimark_benchmark: 943.2191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8555, build_cpu_time: 0.0064, build_memory: 574413860, f_measure: 0.8031, kappa: 0.5683, kb_relative_information_score: 706.0532, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8034, predictive_accuracy: 0.8061, prior_entropy: 1.0314, recall: 0.8061, relative_absolute_error: 0.4839, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2438, root_relative_squared_error: 0.8028, scimark_benchmark: 942.4281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8555, build_cpu_time: 0.0061, build_memory: 531343332.8, f_measure: 0.8031, kappa: 0.5683, kb_relative_information_score: 706.0532, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8034, predictive_accuracy: 0.8061, prior_entropy: 1.0314, recall: 0.8061, relative_absolute_error: 0.4839, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2438, root_relative_squared_error: 0.8028, scimark_benchmark: 938.3567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8555, build_cpu_time: 0.0065, build_memory: 320354046.4, f_measure: 0.8031, kappa: 0.5683, kb_relative_information_score: 706.0532, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8034, predictive_accuracy: 0.8061, prior_entropy: 1.0314, recall: 0.8061, relative_absolute_error: 0.4839, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2438, root_relative_squared_error: 0.8028, scimark_benchmark: 785.9104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8555, build_cpu_time: 0.0078, build_memory: 347687491.2, f_measure: 0.8031, kappa: 0.5683, kb_relative_information_score: 706.0532, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8034, predictive_accuracy: 0.8061, prior_entropy: 1.0314, recall: 0.8061, relative_absolute_error: 0.4839, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2438, root_relative_squared_error: 0.8028, scimark_benchmark: 943.2191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8555, build_cpu_time: 0.0076, build_memory: 196920931.2, f_measure: 0.8031, kappa: 0.5683, kb_relative_information_score: 706.0532, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8034, predictive_accuracy: 0.8061, prior_entropy: 1.0314, recall: 0.8061, relative_absolute_error: 0.4839, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2438, root_relative_squared_error: 0.8028, scimark_benchmark: 926.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8572, build_cpu_time: 0.0074, build_memory: 411295036.8, f_measure: 0.8045, kappa: 0.5722, kb_relative_information_score: 712.0174, mean_absolute_error: 0.0896, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8043, predictive_accuracy: 0.8068, prior_entropy: 1.0314, recall: 0.8068, relative_absolute_error: 0.48, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2426, root_relative_squared_error: 0.7989, scimark_benchmark: 938.3567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8612, build_cpu_time: 0.015, build_memory: 1522663539.2, f_measure: 0.8003, kappa: 0.5628, kb_relative_information_score: 710.9937, mean_absolute_error: 0.0897, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8, predictive_accuracy: 0.8027, prior_entropy: 1.0314, recall: 0.8027, relative_absolute_error: 0.4807, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2425, root_relative_squared_error: 0.7983, scimark_benchmark: 940.6012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8612, build_cpu_time: 0.024, build_memory: 1476173976.8, f_measure: 0.8003, kappa: 0.5628, kb_relative_information_score: 710.9937, mean_absolute_error: 0.0897, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8, predictive_accuracy: 0.8027, prior_entropy: 1.0314, recall: 0.8027, relative_absolute_error: 0.4807, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2425, root_relative_squared_error: 0.7983, scimark_benchmark: 943.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8612, build_cpu_time: 0.0241, build_memory: 763798686.4, f_measure: 0.8003, kappa: 0.5628, kb_relative_information_score: 710.9937, mean_absolute_error: 0.0897, mean_prior_absolute_error: 0.1867, number_of_instances: 1470, precision: 0.8, predictive_accuracy: 0.8027, prior_entropy: 1.0314, recall: 0.8027, relative_absolute_error: 0.4807, root_mean_prior_squared_error: 0.3037, root_mean_squared_error: 0.2425, root_relative_squared_error: 0.7983, scimark_benchmark: 937.52,

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