OpenML
Supervised Classification on mfeat-factors

Supervised Classification on mfeat-factors

Task 242 Supervised Classification mfeat-factors 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: 0.9133, build_cpu_time: 0.033, build_memory: 464280144, f_measure: 0.8423, kappa: 0.8265, kb_relative_information_score: 552.287, mean_absolute_error: 0.0312, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.8455, predictive_accuracy: 0.8439, prior_entropy: 3.3219, recall: 0.8439, relative_absolute_error: 0.1734, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1767, root_relative_squared_error: 0.5889, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, build_cpu_time: 1.126, build_memory: 1115843072, f_measure: 0.9728, kappa: 0.9697, kb_relative_information_score: 587.2528, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9734, predictive_accuracy: 0.9727, prior_entropy: 3.3219, recall: 0.9727, relative_absolute_error: 0.2138, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.3261, scimark_benchmark: 939.9709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, build_cpu_time: 1.445, build_memory: 1588862960, f_measure: 0.9728, kappa: 0.9697, kb_relative_information_score: 587.2528, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9734, predictive_accuracy: 0.9727, prior_entropy: 3.3219, recall: 0.9727, relative_absolute_error: 0.2138, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.3261, scimark_benchmark: 924.9295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, build_cpu_time: 1.132, build_memory: 2781185952, f_measure: 0.9728, kappa: 0.9697, kb_relative_information_score: 587.2528, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9734, predictive_accuracy: 0.9727, prior_entropy: 3.3219, recall: 0.9727, relative_absolute_error: 0.2138, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.3261, scimark_benchmark: 872.1114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, build_cpu_time: 1.475, build_memory: 1823624568, f_measure: 0.9728, kappa: 0.9697, kb_relative_information_score: 587.2528, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9734, predictive_accuracy: 0.9727, prior_entropy: 3.3219, recall: 0.9727, relative_absolute_error: 0.2138, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.3261, scimark_benchmark: 945.0532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, build_cpu_time: 1.528, build_memory: 1662785472, f_measure: 0.9728, kappa: 0.9697, kb_relative_information_score: 587.2528, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9734, predictive_accuracy: 0.9727, prior_entropy: 3.3219, recall: 0.9727, relative_absolute_error: 0.2138, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.3261, scimark_benchmark: 937.5757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6372, build_cpu_time: 0.107, build_memory: 1292136224, f_measure: 0.341, kappa: 0.2742, kb_relative_information_score: 209.2785, mean_absolute_error: 0.1306, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.3497, predictive_accuracy: 0.347, prior_entropy: 3.3219, recall: 0.347, relative_absolute_error: 0.7256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3614, root_relative_squared_error: 1.2046, scimark_benchmark: 939.0159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6372, build_cpu_time: 0.061, build_memory: 1064867672, f_measure: 0.341, kappa: 0.2742, kb_relative_information_score: 209.2785, mean_absolute_error: 0.1306, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.3497, predictive_accuracy: 0.347, prior_entropy: 3.3219, recall: 0.347, relative_absolute_error: 0.7256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3614, root_relative_squared_error: 1.2046, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6372, build_cpu_time: 0.064, build_memory: 1213342384, f_measure: 0.341, kappa: 0.2742, kb_relative_information_score: 209.2785, mean_absolute_error: 0.1306, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.3497, predictive_accuracy: 0.347, prior_entropy: 3.3219, recall: 0.347, relative_absolute_error: 0.7256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3614, root_relative_squared_error: 1.2046, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6372, build_cpu_time: 0.1, build_memory: 648032504, f_measure: 0.341, kappa: 0.2742, kb_relative_information_score: 209.2785, mean_absolute_error: 0.1306, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.3497, predictive_accuracy: 0.347, prior_entropy: 3.3219, recall: 0.347, relative_absolute_error: 0.7256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3614, root_relative_squared_error: 1.2046, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6372, build_cpu_time: 0.064, build_memory: 486026544, f_measure: 0.341, kappa: 0.2742, kb_relative_information_score: 209.2785, mean_absolute_error: 0.1306, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.3497, predictive_accuracy: 0.347, prior_entropy: 3.3219, recall: 0.347, relative_absolute_error: 0.7256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3614, root_relative_squared_error: 1.2046, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, build_cpu_time: 12.924, build_memory: 916555096, f_measure: 0.9545, kappa: 0.9494, kb_relative_information_score: 625.2132, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9551, predictive_accuracy: 0.9545, prior_entropy: 3.3219, recall: 0.9545, relative_absolute_error: 0.0753, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0846, root_relative_squared_error: 0.2819, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, build_cpu_time: 13.593, build_memory: 510995984, f_measure: 0.9545, kappa: 0.9494, kb_relative_information_score: 625.2132, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9551, predictive_accuracy: 0.9545, prior_entropy: 3.3219, recall: 0.9545, relative_absolute_error: 0.0753, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0846, root_relative_squared_error: 0.2819, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, build_cpu_time: 13.471, build_memory: 525782920, f_measure: 0.9545, kappa: 0.9494, kb_relative_information_score: 625.2132, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9551, predictive_accuracy: 0.9545, prior_entropy: 3.3219, recall: 0.9545, relative_absolute_error: 0.0753, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0846, root_relative_squared_error: 0.2819, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, build_cpu_time: 13.66, build_memory: 1584154856, f_measure: 0.9545, kappa: 0.9494, kb_relative_information_score: 625.2132, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9551, predictive_accuracy: 0.9545, prior_entropy: 3.3219, recall: 0.9545, relative_absolute_error: 0.0753, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0846, root_relative_squared_error: 0.2819, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, build_cpu_time: 14.837, build_memory: 1937226480, f_measure: 0.9545, kappa: 0.9494, kb_relative_information_score: 625.2132, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9551, predictive_accuracy: 0.9545, prior_entropy: 3.3219, recall: 0.9545, relative_absolute_error: 0.0753, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0846, root_relative_squared_error: 0.2819, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, build_cpu_time: 2513.745, build_memory: 14099152, f_measure: 0.9043, kappa: 0.8939, kb_relative_information_score: 570.759, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9087, predictive_accuracy: 0.9045, prior_entropy: 3.3219, recall: 0.9045, relative_absolute_error: 0.2047, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1204, root_relative_squared_error: 0.4012, scimark_benchmark: 909.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, build_cpu_time: 5148.466, build_memory: 344072928, f_measure: 0.9227, kappa: 0.9141, kb_relative_information_score: 603.1288, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9242, predictive_accuracy: 0.9227, prior_entropy: 3.3219, recall: 0.9227, relative_absolute_error: 0.1196, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1099, root_relative_squared_error: 0.3664, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, build_cpu_time: 5791.576, build_memory: 1704574024, f_measure: 0.9213, kappa: 0.9124, kb_relative_information_score: 608.0869, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9242, predictive_accuracy: 0.9212, prior_entropy: 3.3219, recall: 0.9212, relative_absolute_error: 0.102, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.3636, scimark_benchmark: 943.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, build_cpu_time: 5847.107, build_memory: 655951544, f_measure: 0.9213, kappa: 0.9124, kb_relative_information_score: 608.0869, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9242, predictive_accuracy: 0.9212, prior_entropy: 3.3219, recall: 0.9212, relative_absolute_error: 0.102, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.3636, scimark_benchmark: 942.7834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, build_cpu_time: 5767.884, build_memory: 27775264, f_measure: 0.9213, kappa: 0.9124, kb_relative_information_score: 608.0869, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9242, predictive_accuracy: 0.9212, prior_entropy: 3.3219, recall: 0.9212, relative_absolute_error: 0.102, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.3636, scimark_benchmark: 886.4678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, build_cpu_time: 7267.073, build_memory: 33646808, f_measure: 0.9727, kappa: 0.9697, kb_relative_information_score: 641.1764, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.973, predictive_accuracy: 0.9727, prior_entropy: 3.3219, recall: 0.9727, relative_absolute_error: 0.0303, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0739, root_relative_squared_error: 0.2462, scimark_benchmark: 931.6517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, build_cpu_time: 3514.617, build_memory: 121383056, f_measure: 0.9712, kappa: 0.968, kb_relative_information_score: 640.1339, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9716, predictive_accuracy: 0.9712, prior_entropy: 3.3219, recall: 0.9712, relative_absolute_error: 0.032, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0758, root_relative_squared_error: 0.2527, scimark_benchmark: 924.2934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, build_cpu_time: 1966.975, build_memory: 657439408, f_measure: 0.9742, kappa: 0.9714, kb_relative_information_score: 641.7703, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9745, predictive_accuracy: 0.9742, prior_entropy: 3.3219, recall: 0.9742, relative_absolute_error: 0.03, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0724, root_relative_squared_error: 0.2413, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, build_cpu_time: 972.534, build_memory: 926911312, f_measure: 0.9697, kappa: 0.9663, kb_relative_information_score: 639.0839, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9702, predictive_accuracy: 0.9697, prior_entropy: 3.3219, recall: 0.9697, relative_absolute_error: 0.0337, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0778, root_relative_squared_error: 0.2595, scimark_benchmark: 934.8107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, build_cpu_time: 113.307, build_memory: 265512440, f_measure: 0.9353, kappa: 0.9276, kb_relative_information_score: 604.935, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9373, predictive_accuracy: 0.9348, prior_entropy: 3.3219, recall: 0.9348, relative_absolute_error: 0.1259, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1009, root_relative_squared_error: 0.3362, scimark_benchmark: 945.0532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, build_cpu_time: 221.9, build_memory: 376163904, f_measure: 0.9565, kappa: 0.9511, kb_relative_information_score: 626.4942, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9583, predictive_accuracy: 0.9561, prior_entropy: 3.3219, recall: 0.9561, relative_absolute_error: 0.0717, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0846, root_relative_squared_error: 0.282, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, build_cpu_time: 442.614, build_memory: 188294304, f_measure: 0.9668, kappa: 0.9629, kb_relative_information_score: 634.9796, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9679, predictive_accuracy: 0.9667, prior_entropy: 3.3219, recall: 0.9667, relative_absolute_error: 0.0475, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.078, root_relative_squared_error: 0.26, scimark_benchmark: 916.8516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, build_cpu_time: 834.123, build_memory: 1011062320, f_measure: 0.9653, kappa: 0.9612, kb_relative_information_score: 638.3277, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9661, predictive_accuracy: 0.9652, prior_entropy: 3.3219, recall: 0.9652, relative_absolute_error: 0.0391, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0759, root_relative_squared_error: 0.253, scimark_benchmark: 937.9603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, build_cpu_time: 1666.913, build_memory: 805405592, f_measure: 0.9668, kappa: 0.9629, kb_relative_information_score: 637.8501, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9675, predictive_accuracy: 0.9667, prior_entropy: 3.3219, recall: 0.9667, relative_absolute_error: 0.0381, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0772, root_relative_squared_error: 0.2573, scimark_benchmark: 937.9603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, build_cpu_time: 516.483, build_memory: 135180864, f_measure: 0.9774, kappa: 0.9747, kb_relative_information_score: 644.2697, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9783, predictive_accuracy: 0.9773, prior_entropy: 3.3219, recall: 0.9773, relative_absolute_error: 0.0254, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0674, root_relative_squared_error: 0.2248, scimark_benchmark: 902.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, build_cpu_time: 205.698, build_memory: 500358416, f_measure: 0.9669, kappa: 0.9629, kb_relative_information_score: 638.1764, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9679, predictive_accuracy: 0.9667, prior_entropy: 3.3219, recall: 0.9667, relative_absolute_error: 0.0358, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0792, root_relative_squared_error: 0.2641, scimark_benchmark: 939.6298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, build_cpu_time: 110.552, build_memory: 347724272, f_measure: 0.9683, kappa: 0.9646, kb_relative_information_score: 638.6204, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9691, predictive_accuracy: 0.9682, prior_entropy: 3.3219, recall: 0.9682, relative_absolute_error: 0.0346, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0778, root_relative_squared_error: 0.2593, scimark_benchmark: 943.4039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, build_cpu_time: 62.049, build_memory: 264039160, f_measure: 0.9655, kappa: 0.9613, kb_relative_information_score: 637.1926, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9666, predictive_accuracy: 0.9652, prior_entropy: 3.3219, recall: 0.9652, relative_absolute_error: 0.0383, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0779, root_relative_squared_error: 0.2598, scimark_benchmark: 913.3372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, build_cpu_time: 25.19, build_memory: 1572467568, f_measure: 0.9474, kappa: 0.941, kb_relative_information_score: 625.8297, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9494, predictive_accuracy: 0.947, prior_entropy: 3.3219, recall: 0.947, relative_absolute_error: 0.0584, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.3204, scimark_benchmark: 917.4547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, build_cpu_time: 8.036, build_memory: 173542016, f_measure: 0.9609, kappa: 0.9562, kb_relative_information_score: 634.6565, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9618, predictive_accuracy: 0.9606, prior_entropy: 3.3219, recall: 0.9606, relative_absolute_error: 0.0429, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0837, root_relative_squared_error: 0.2791, scimark_benchmark: 893.4088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, build_cpu_time: 16.446, build_memory: 1019394856, f_measure: 0.9698, kappa: 0.9663, kb_relative_information_score: 639.2633, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9704, predictive_accuracy: 0.9697, prior_entropy: 3.3219, recall: 0.9697, relative_absolute_error: 0.0346, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0765, root_relative_squared_error: 0.2551, scimark_benchmark: 890.3066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, build_cpu_time: 31.085, build_memory: 1413533408, f_measure: 0.9803, kappa: 0.9781, kb_relative_information_score: 646.4129, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9804, predictive_accuracy: 0.9803, prior_entropy: 3.3219, recall: 0.9803, relative_absolute_error: 0.0225, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0619, root_relative_squared_error: 0.2062, scimark_benchmark: 936.1433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, build_cpu_time: 64.891, build_memory: 1462423280, f_measure: 0.9818, kappa: 0.9798, kb_relative_information_score: 647.451, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9819, predictive_accuracy: 0.9818, prior_entropy: 3.3219, recall: 0.9818, relative_absolute_error: 0.0202, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0603, root_relative_squared_error: 0.201, scimark_benchmark: 890.3066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, build_cpu_time: 124.161, build_memory: 74894024, f_measure: 0.9833, kappa: 0.9815, kb_relative_information_score: 648.4966, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9834, predictive_accuracy: 0.9833, prior_entropy: 3.3219, recall: 0.9833, relative_absolute_error: 0.0185, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0577, root_relative_squared_error: 0.1925, scimark_benchmark: 920.7965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, build_cpu_time: 0.955, build_memory: 346446816, f_measure: 0.9698, kappa: 0.9663, kb_relative_information_score: 637.232, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9705, predictive_accuracy: 0.9697, prior_entropy: 3.3219, recall: 0.9697, relative_absolute_error: 0.0408, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0776, root_relative_squared_error: 0.2586, scimark_benchmark: 924.6733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, build_cpu_time: 0.975, build_memory: 538920032, f_measure: 0.9698, kappa: 0.9663, kb_relative_information_score: 637.232, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9705, predictive_accuracy: 0.9697, prior_entropy: 3.3219, recall: 0.9697, relative_absolute_error: 0.0408, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0776, root_relative_squared_error: 0.2586, scimark_benchmark: 937.5625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, build_cpu_time: 0.98, build_memory: 137072016, f_measure: 0.9698, kappa: 0.9663, kb_relative_information_score: 637.232, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9705, predictive_accuracy: 0.9697, prior_entropy: 3.3219, recall: 0.9697, relative_absolute_error: 0.0408, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0776, root_relative_squared_error: 0.2586, scimark_benchmark: 937.5625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7128, build_cpu_time: 0.068, build_memory: 30879704, f_measure: 0.0508, kappa: 0.0871, kb_relative_information_score: 149.7393, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.0299, predictive_accuracy: 0.1682, prior_entropy: 3.3219, recall: 0.1682, relative_absolute_error: 0.9272, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2898, root_relative_squared_error: 0.9661, scimark_benchmark: 919.5971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7128, build_cpu_time: 0.068, build_memory: 59812736, f_measure: 0.0508, kappa: 0.0871, kb_relative_information_score: 149.7393, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.0299, predictive_accuracy: 0.1682, prior_entropy: 3.3219, recall: 0.1682, relative_absolute_error: 0.9272, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2898, root_relative_squared_error: 0.9661, scimark_benchmark: 933.442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, build_cpu_time: 38.572, build_memory: 3206803152, f_measure: 0.968, kappa: 0.9646, kb_relative_information_score: 639.5027, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.969, predictive_accuracy: 0.9682, prior_entropy: 3.3219, recall: 0.9682, relative_absolute_error: 0.0351, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0753, root_relative_squared_error: 0.251, scimark_benchmark: 937.2031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, build_cpu_time: 20.638, build_memory: 1397795632, f_measure: 0.9589, kappa: 0.9545, kb_relative_information_score: 636.904, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.96, predictive_accuracy: 0.9591, prior_entropy: 3.3219, recall: 0.9591, relative_absolute_error: 0.0431, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0769, root_relative_squared_error: 0.2564, scimark_benchmark: 919.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, build_cpu_time: 1.263, build_memory: 865723616, f_measure: 0.9774, kappa: 0.9747, kb_relative_information_score: 644.6432, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9782, predictive_accuracy: 0.9773, prior_entropy: 3.3219, recall: 0.9773, relative_absolute_error: 0.0255, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0663, root_relative_squared_error: 0.2209, scimark_benchmark: 933.1799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, build_cpu_time: 1.425, build_memory: 796922792, f_measure: 0.9682, kappa: 0.9646, kb_relative_information_score: 586.9998, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9687, predictive_accuracy: 0.9682, prior_entropy: 3.3219, recall: 0.9682, relative_absolute_error: 0.2132, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0985, root_relative_squared_error: 0.3283, scimark_benchmark: 875.7999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9544, build_cpu_time: 3.156, build_memory: 663156744, f_measure: 0.8825, kappa: 0.8686, kb_relative_information_score: 572.0666, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.8866, predictive_accuracy: 0.8818, prior_entropy: 3.3219, recall: 0.8818, relative_absolute_error: 0.1588, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1473, root_relative_squared_error: 0.4909, scimark_benchmark: 931.9838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, build_cpu_time: 0.001, build_memory: 384738120, f_measure: 0.9698, kappa: 0.9663, kb_relative_information_score: 637.232, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9705, predictive_accuracy: 0.9697, prior_entropy: 3.3219, recall: 0.9697, relative_absolute_error: 0.0408, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0776, root_relative_squared_error: 0.2586, scimark_benchmark: 844.3635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, build_cpu_time: 1.622, build_memory: 397783088, f_measure: 0.9742, kappa: 0.9713, kb_relative_information_score: 196.8443, mean_absolute_error: 0.1602, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9743, predictive_accuracy: 0.9742, prior_entropy: 3.3219, recall: 0.9742, relative_absolute_error: 0.8901, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2724, root_relative_squared_error: 0.9081, scimark_benchmark: 909.8271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, build_cpu_time: 0.763, build_memory: 336403488, f_measure: 0.9788, kappa: 0.9764, kb_relative_information_score: 197.3004, mean_absolute_error: 0.1602, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.979, predictive_accuracy: 0.9788, prior_entropy: 3.3219, recall: 0.9788, relative_absolute_error: 0.8898, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2722, root_relative_squared_error: 0.9072, scimark_benchmark: 940.4464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, build_cpu_time: 72.277, build_memory: 221739160, f_measure: 0.9803, kappa: 0.9781, kb_relative_information_score: 646.481, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9806, predictive_accuracy: 0.9803, prior_entropy: 3.3219, recall: 0.9803, relative_absolute_error: 0.0227, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0618, root_relative_squared_error: 0.206, scimark_benchmark: 945.1738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7128, build_cpu_time: 0.122, build_memory: 1001051848, f_measure: 0.0508, kappa: 0.0871, kb_relative_information_score: 149.7393, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.0299, predictive_accuracy: 0.1682, prior_entropy: 3.3219, recall: 0.1682, relative_absolute_error: 0.9272, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2898, root_relative_squared_error: 0.9661, scimark_benchmark: 933.0871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7128, build_cpu_time: 0.124, build_memory: 319229704, f_measure: 0.0508, kappa: 0.0871, kb_relative_information_score: 149.7393, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.0299, predictive_accuracy: 0.1682, prior_entropy: 3.3219, recall: 0.1682, relative_absolute_error: 0.9272, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2898, root_relative_squared_error: 0.9661, scimark_benchmark: 930.1524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6441, build_cpu_time: 0.101, build_memory: 718702248, f_measure: 0.3557, kappa: 0.2876, kb_relative_information_score: 216.5988, mean_absolute_error: 0.1285, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.3742, predictive_accuracy: 0.3576, prior_entropy: 3.3219, recall: 0.3576, relative_absolute_error: 0.7138, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3584, root_relative_squared_error: 1.1948, scimark_benchmark: 946.5615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, build_cpu_time: 0.001, build_memory: 235790368, f_measure: 0.0137, kb_relative_information_score: 3.8825, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.0075, predictive_accuracy: 0.0864, prior_entropy: 3.3219, recall: 0.0864, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3002, root_relative_squared_error: 1.0006, scimark_benchmark: 946.9694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, build_cpu_time: 5.034, build_memory: 1062166192, f_measure: 0.9834, kappa: 0.9815, kb_relative_information_score: 196.9747, mean_absolute_error: 0.1602, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9836, predictive_accuracy: 0.9833, prior_entropy: 3.3219, recall: 0.9833, relative_absolute_error: 0.89, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2716, root_relative_squared_error: 0.9055, scimark_benchmark: 943.4668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, build_cpu_time: 9.364, build_memory: 845598728, f_measure: 0.9833, kappa: 0.9815, kb_relative_information_score: 196.965, mean_absolute_error: 0.1602, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9835, predictive_accuracy: 0.9833, prior_entropy: 3.3219, recall: 0.9833, relative_absolute_error: 0.89, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2716, root_relative_squared_error: 0.9055, scimark_benchmark: 936.5169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, build_cpu_time: 19.172, build_memory: 1004335048, f_measure: 0.9833, kappa: 0.9815, kb_relative_information_score: 197.0154, mean_absolute_error: 0.1602, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9835, predictive_accuracy: 0.9833, prior_entropy: 3.3219, recall: 0.9833, relative_absolute_error: 0.89, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2716, root_relative_squared_error: 0.9054, scimark_benchmark: 895.5844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, build_cpu_time: 38.575, build_memory: 1262872688, f_measure: 0.9833, kappa: 0.9815, kb_relative_information_score: 197.0047, mean_absolute_error: 0.1602, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9834, predictive_accuracy: 0.9833, prior_entropy: 3.3219, recall: 0.9833, relative_absolute_error: 0.89, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2716, root_relative_squared_error: 0.9054, scimark_benchmark: 935.2304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, build_cpu_time: 81.494, build_memory: 1030261264, f_measure: 0.9833, kappa: 0.9815, kb_relative_information_score: 196.9778, mean_absolute_error: 0.1602, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9834, predictive_accuracy: 0.9833, prior_entropy: 3.3219, recall: 0.9833, relative_absolute_error: 0.89, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2716, root_relative_squared_error: 0.9054, scimark_benchmark: 944.9156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, build_cpu_time: 21.813, build_memory: 451377240, f_measure: 0.9591, kappa: 0.9545, kb_relative_information_score: 580.8528, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9597, predictive_accuracy: 0.9591, prior_entropy: 3.3219, recall: 0.9591, relative_absolute_error: 0.2217, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1064, root_relative_squared_error: 0.3547, scimark_benchmark: 943.2048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, build_cpu_time: 11.463, build_memory: 337467232, f_measure: 0.9545, kappa: 0.9495, kb_relative_information_score: 580.3684, mean_absolute_error: 0.04, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.955, predictive_accuracy: 0.9545, prior_entropy: 3.3219, recall: 0.9545, relative_absolute_error: 0.2222, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1074, root_relative_squared_error: 0.358, scimark_benchmark: 944.9156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, build_cpu_time: 6.374, build_memory: 1778442592, f_measure: 0.9544, kappa: 0.9495, kb_relative_information_score: 580.4797, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9551, predictive_accuracy: 0.9545, prior_entropy: 3.3219, recall: 0.9545, relative_absolute_error: 0.2216, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1078, root_relative_squared_error: 0.3594, scimark_benchmark: 947.4258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, build_cpu_time: 3.421, build_memory: 2490448784, f_measure: 0.9454, kappa: 0.9393, kb_relative_information_score: 581.0031, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9461, predictive_accuracy: 0.9455, prior_entropy: 3.3219, recall: 0.9455, relative_absolute_error: 0.2184, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1092, root_relative_squared_error: 0.3641, scimark_benchmark: 941.5201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, build_cpu_time: 0.452, build_memory: 31984536, f_measure: 0.9577, kappa: 0.9528, kb_relative_information_score: 585.2369, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9586, predictive_accuracy: 0.9576, prior_entropy: 3.3219, recall: 0.9576, relative_absolute_error: 0.2114, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1047, root_relative_squared_error: 0.3491, scimark_benchmark: 947.4258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, build_cpu_time: 0.807, build_memory: 253555496, f_measure: 0.9652, kappa: 0.9613, kb_relative_information_score: 585.8113, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9659, predictive_accuracy: 0.9652, prior_entropy: 3.3219, recall: 0.9652, relative_absolute_error: 0.2151, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1015, root_relative_squared_error: 0.3382, scimark_benchmark: 943.4766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, build_cpu_time: 0.862, build_memory: 2580395616, f_measure: 0.9652, kappa: 0.9613, kb_relative_information_score: 585.8113, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9659, predictive_accuracy: 0.9652, prior_entropy: 3.3219, recall: 0.9652, relative_absolute_error: 0.2151, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1015, root_relative_squared_error: 0.3382, scimark_benchmark: 941.5201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, build_cpu_time: 2.495, build_memory: 3087918192, f_measure: 0.9713, kappa: 0.968, kb_relative_information_score: 587.6315, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9717, predictive_accuracy: 0.9712, prior_entropy: 3.3219, recall: 0.9712, relative_absolute_error: 0.2124, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.326, scimark_benchmark: 917.2088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, build_cpu_time: 2.555, build_memory: 876368032, f_measure: 0.9713, kappa: 0.968, kb_relative_information_score: 587.6315, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9717, predictive_accuracy: 0.9712, prior_entropy: 3.3219, recall: 0.9712, relative_absolute_error: 0.2124, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.326, scimark_benchmark: 929.0404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, build_cpu_time: 151.955, build_memory: 1227224760, f_measure: 0.9713, kappa: 0.968, kb_relative_information_score: 579.5185, mean_absolute_error: 0.0425, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9717, predictive_accuracy: 0.9712, prior_entropy: 3.3219, recall: 0.9712, relative_absolute_error: 0.2359, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1026, root_relative_squared_error: 0.342, scimark_benchmark: 929.0404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, build_cpu_time: 41.066, build_memory: 816876432, f_measure: 0.9713, kappa: 0.968, kb_relative_information_score: 579.6433, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9717, predictive_accuracy: 0.9712, prior_entropy: 3.3219, recall: 0.9712, relative_absolute_error: 0.2354, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1027, root_relative_squared_error: 0.3422, scimark_benchmark: 846.5128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, build_cpu_time: 21.174, build_memory: 616316384, f_measure: 0.9683, kappa: 0.9646, kb_relative_information_score: 579.2901, mean_absolute_error: 0.0425, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.969, predictive_accuracy: 0.9682, prior_entropy: 3.3219, recall: 0.9682, relative_absolute_error: 0.2362, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1029, root_relative_squared_error: 0.3431, scimark_benchmark: 896.8713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, build_cpu_time: 11.315, build_memory: 2581670112, f_measure: 0.9698, kappa: 0.9663, kb_relative_information_score: 579.6771, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9704, predictive_accuracy: 0.9697, prior_entropy: 3.3219, recall: 0.9697, relative_absolute_error: 0.2356, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1026, root_relative_squared_error: 0.3421, scimark_benchmark: 947.2295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7509, build_cpu_time: 0.914, build_memory: 991037064, f_measure: 0.3528, kappa: 0.2885, kb_relative_information_score: 251.2748, mean_absolute_error: 0.1303, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.3729, predictive_accuracy: 0.3591, prior_entropy: 3.3219, recall: 0.3591, relative_absolute_error: 0.7241, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3042, root_relative_squared_error: 1.0139, scimark_benchmark: 941.6532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7509, build_cpu_time: 0.654, build_memory: 80651776, f_measure: 0.3528, kappa: 0.2885, kb_relative_information_score: 251.2748, mean_absolute_error: 0.1303, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.3729, predictive_accuracy: 0.3591, prior_entropy: 3.3219, recall: 0.3591, relative_absolute_error: 0.7241, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3042, root_relative_squared_error: 1.0139, scimark_benchmark: 926.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.767, build_cpu_time: 1.561, build_memory: 635753680, f_measure: 0.35, kappa: 0.2835, kb_relative_information_score: 253.4342, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.363, predictive_accuracy: 0.3545, prior_entropy: 3.3219, recall: 0.3545, relative_absolute_error: 0.7274, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3016, root_relative_squared_error: 1.0054, scimark_benchmark: 938.3567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.767, build_cpu_time: 1.36, build_memory: 1468794648, f_measure: 0.35, kappa: 0.2835, kb_relative_information_score: 253.4342, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.363, predictive_accuracy: 0.3545, prior_entropy: 3.3219, recall: 0.3545, relative_absolute_error: 0.7274, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3016, root_relative_squared_error: 1.0054, scimark_benchmark: 942.3187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.767, build_cpu_time: 1.415, build_memory: 57539856, f_measure: 0.35, kappa: 0.2835, kb_relative_information_score: 253.4342, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.363, predictive_accuracy: 0.3545, prior_entropy: 3.3219, recall: 0.3545, relative_absolute_error: 0.7274, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3016, root_relative_squared_error: 1.0054, scimark_benchmark: 941.6532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.767, build_cpu_time: 1.553, build_memory: 564442832, f_measure: 0.35, kappa: 0.2835, kb_relative_information_score: 253.4342, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.363, predictive_accuracy: 0.3545, prior_entropy: 3.3219, recall: 0.3545, relative_absolute_error: 0.7274, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3016, root_relative_squared_error: 1.0054, scimark_benchmark: 942.4281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.767, build_cpu_time: 1.116, build_memory: 1669436544, f_measure: 0.35, kappa: 0.2835, kb_relative_information_score: 253.4342, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.363, predictive_accuracy: 0.3545, prior_entropy: 3.3219, recall: 0.3545, relative_absolute_error: 0.7274, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3016, root_relative_squared_error: 1.0054, scimark_benchmark: 902.1764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.767, build_cpu_time: 1.127, build_memory: 171111008, f_measure: 0.35, kappa: 0.2835, kb_relative_information_score: 253.4342, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.363, predictive_accuracy: 0.3545, prior_entropy: 3.3219, recall: 0.3545, relative_absolute_error: 0.7274, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3016, root_relative_squared_error: 1.0054, scimark_benchmark: 943.2191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7742, build_cpu_time: 2.423, build_memory: 703207896, f_measure: 0.3485, kappa: 0.2839, kb_relative_information_score: 253.1202, mean_absolute_error: 0.131, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.3618, predictive_accuracy: 0.3545, prior_entropy: 3.3219, recall: 0.3545, relative_absolute_error: 0.7277, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3011, root_relative_squared_error: 1.0035, scimark_benchmark: 932.7461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7877, build_cpu_time: 4.607, build_memory: 157422856, f_measure: 0.3533, kappa: 0.2888, kb_relative_information_score: 253.1006, mean_absolute_error: 0.1308, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.3658, predictive_accuracy: 0.3591, prior_entropy: 3.3219, recall: 0.3591, relative_absolute_error: 0.7264, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3003, root_relative_squared_error: 1.0009, scimark_benchmark: 938.3567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7877, build_cpu_time: 4.162, build_memory: 287393144, f_measure: 0.3533, kappa: 0.2888, kb_relative_information_score: 253.1006, mean_absolute_error: 0.1308, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.3658, predictive_accuracy: 0.3591, prior_entropy: 3.3219, recall: 0.3591, relative_absolute_error: 0.7264, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3003, root_relative_squared_error: 1.0009, scimark_benchmark: 910.9043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, build_cpu_time: 21.623, build_memory: 895808656, f_measure: 0.9743, kappa: 0.9714, kb_relative_information_score: 611.4398, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9748, predictive_accuracy: 0.9742, prior_entropy: 3.3219, recall: 0.9742, relative_absolute_error: 0.1388, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0812, root_relative_squared_error: 0.2705, scimark_benchmark: 940.6012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, build_cpu_time: 20.25, build_memory: 517627880, f_measure: 0.9743, kappa: 0.9714, kb_relative_information_score: 611.4398, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9748, predictive_accuracy: 0.9742, prior_entropy: 3.3219, recall: 0.9742, relative_absolute_error: 0.1388, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0812, root_relative_squared_error: 0.2705, scimark_benchmark: 943.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, build_cpu_time: 68104.506, build_memory: 781974296, f_measure: 0.9895, kappa: 0.9882, kb_relative_information_score: 647.7071, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9898, predictive_accuracy: 0.9894, prior_entropy: 3.3219, recall: 0.9894, relative_absolute_error: 0.0327, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0437, root_relative_squared_error: 0.1457, scimark_benchmark: 941.3226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9741, build_cpu_time: 0.148, build_memory: 94560992, f_measure: 0.8817, kappa: 0.8704, kb_relative_information_score: 322.4691, mean_absolute_error: 0.1348, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.8935, predictive_accuracy: 0.8833, prior_entropy: 3.3219, recall: 0.8833, relative_absolute_error: 0.7486, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2404, root_relative_squared_error: 0.8014, scimark_benchmark: 998.3701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9738, build_cpu_time: 0.036, build_memory: 340174832, f_measure: 0.8863, kappa: 0.8755, kb_relative_information_score: 321.4685, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.897, predictive_accuracy: 0.8879, prior_entropy: 3.3219, recall: 0.8879, relative_absolute_error: 0.75, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.8024, scimark_benchmark: 941.4198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.973, build_cpu_time: 0.018, build_memory: 1072879144, f_measure: 0.8824, kappa: 0.8704, kb_relative_information_score: 320.0616, mean_absolute_error: 0.1354, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.8958, predictive_accuracy: 0.8833, prior_entropy: 3.3219, recall: 0.8833, relative_absolute_error: 0.7522, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2412, root_relative_squared_error: 0.804, scimark_benchmark: 941.4198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.973, build_cpu_time: 0.013, build_memory: 16481432, f_measure: 0.8824, kappa: 0.8704, kb_relative_information_score: 320.0616, mean_absolute_error: 0.1354, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.8958, predictive_accuracy: 0.8833, prior_entropy: 3.3219, recall: 0.8833, relative_absolute_error: 0.7522, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2412, root_relative_squared_error: 0.804, scimark_benchmark: 943.8359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9727, build_cpu_time: 0.007, build_memory: 33006392, f_measure: 0.8725, kappa: 0.8603, kb_relative_information_score: 321.5131, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.8829, predictive_accuracy: 0.8742, prior_entropy: 3.3219, recall: 0.8742, relative_absolute_error: 0.7498, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2408, root_relative_squared_error: 0.8027, scimark_benchmark: 942.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9722, build_cpu_time: 0.008, build_memory: 65522744, f_measure: 0.8773, kappa: 0.8653, kb_relative_information_score: 321.7065, mean_absolute_error: 0.1349, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.8873, predictive_accuracy: 0.8788, prior_entropy: 3.3219, recall: 0.8788, relative_absolute_error: 0.7495, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2408, root_relative_squared_error: 0.8026, scimark_benchmark: 941.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, build_cpu_time: 341.902, build_memory: 2936859032, f_measure: 0.9818, kappa: 0.9798, kb_relative_information_score: 642.8975, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9819, predictive_accuracy: 0.9818, prior_entropy: 3.3219, recall: 0.9818, relative_absolute_error: 0.0445, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0534, root_relative_squared_error: 0.1781, scimark_benchmark: 940.8364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, build_cpu_time: 703.901, build_memory: 1438014080, f_measure: 0.9834, kappa: 0.9815, kb_relative_information_score: 643.5635, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.9836, predictive_accuracy: 0.9833, prior_entropy: 3.3219, recall: 0.9833, relative_absolute_error: 0.0432, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0518, root_relative_squared_error: 0.1726, scimark_benchmark: 942.3742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, build_cpu_time: 3519.06, build_memory: 38635512, f_measure: 0.9848, kappa: 0.9831, kb_relative_information_score: 644.3414, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.985, predictive_accuracy: 0.9848, prior_entropy: 3.3219, recall: 0.9848, relative_absolute_error: 0.0413, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0498, root_relative_squared_error: 0.1661, scimark_benchmark: 938.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, build_cpu_time: 6050.348, build_memory: 1292650192, f_measure: 0.9848, kappa: 0.9831, kb_relative_information_score: 644.2648, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.18, number_of_instances: 660, precision: 0.985, predictive_accuracy: 0.9848, prior_entropy: 3.3219, recall: 0.9848, relative_absolute_error: 0.0415, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0502, root_relative_squared_error: 0.1672, scimark_benchmark: 934.3289,

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