OpenML
Supervised Classification on analcatdata_supreme

Supervised Classification on analcatdata_supreme

Task 3594 Supervised Classification analcatdata_supreme 539 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • mythbusting_1 study_1 study_107 study_15 study_20 study_41 study_7 under100k under1m
Issue #Downvotes for this reason By


Metric:

539 Runs

Fetching data
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, build_cpu_time: 0.1403, build_memory: 708648913.9961, f_measure: 0.9931, kappa: 0.981, kb_relative_information_score: 3952.3765, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.7946, recall: 0.9931, relative_absolute_error: 0.0229, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0772, root_relative_squared_error: 0.1808, scimark_benchmark: 939.8609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, build_cpu_time: 0.1752, build_memory: 394072125.8263, f_measure: 0.9931, kappa: 0.981, kb_relative_information_score: 3953.893, mean_absolute_error: 0.0082, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.7946, recall: 0.9931, relative_absolute_error: 0.0226, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.077, root_relative_squared_error: 0.1804, scimark_benchmark: 925.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, build_cpu_time: 0.1611, build_memory: 591190170.7088, f_measure: 0.9931, kappa: 0.981, kb_relative_information_score: 3953.893, mean_absolute_error: 0.0082, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.7946, recall: 0.9931, relative_absolute_error: 0.0226, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.077, root_relative_squared_error: 0.1804, scimark_benchmark: 935.1201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, build_cpu_time: 0.174, build_memory: 953531137.9862, f_measure: 0.9931, kappa: 0.981, kb_relative_information_score: 3953.893, mean_absolute_error: 0.0082, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.7946, recall: 0.9931, relative_absolute_error: 0.0226, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.077, root_relative_squared_error: 0.1804, scimark_benchmark: 947.2691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, build_cpu_time: 0.2301, build_memory: 972149854.9102, f_measure: 0.9931, kappa: 0.981, kb_relative_information_score: 3953.893, mean_absolute_error: 0.0082, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.7946, recall: 0.9931, relative_absolute_error: 0.0226, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.077, root_relative_squared_error: 0.1804, scimark_benchmark: 915.3856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, build_cpu_time: 1.4305, build_memory: 448740083.7256, f_measure: 0.9926, kappa: 0.9796, kb_relative_information_score: 3953.324, mean_absolute_error: 0.0082, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9926, predictive_accuracy: 0.9926, prior_entropy: 0.7946, recall: 0.9926, relative_absolute_error: 0.0225, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0803, root_relative_squared_error: 0.1882, scimark_benchmark: 877.9084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, build_cpu_time: 0.7373, build_memory: 144029843.3662, f_measure: 0.9933, kappa: 0.9817, kb_relative_information_score: 3953.5437, mean_absolute_error: 0.0082, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.7946, recall: 0.9933, relative_absolute_error: 0.0225, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0803, root_relative_squared_error: 0.188, scimark_benchmark: 907.1899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, build_cpu_time: 0.5027, build_memory: 1780096696.0079, f_measure: 0.9931, kappa: 0.981, kb_relative_information_score: 3951.831, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.7946, recall: 0.9931, relative_absolute_error: 0.0228, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0806, root_relative_squared_error: 0.1888, scimark_benchmark: 934.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, build_cpu_time: 0.2182, build_memory: 2159304749.613, f_measure: 0.9928, kappa: 0.9803, kb_relative_information_score: 3950.5778, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9928, predictive_accuracy: 0.9928, prior_entropy: 0.7946, recall: 0.9928, relative_absolute_error: 0.0231, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0809, root_relative_squared_error: 0.1896, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, build_cpu_time: 0.11, build_memory: 1537179301.3702, f_measure: 0.9931, kappa: 0.981, kb_relative_information_score: 3949.7361, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.7946, recall: 0.9931, relative_absolute_error: 0.0235, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0809, root_relative_squared_error: 0.1894, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, build_cpu_time: 4.0709, build_memory: 652121599.3366, f_measure: 0.9941, kappa: 0.9837, kb_relative_information_score: 3960.6698, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9941, predictive_accuracy: 0.9941, prior_entropy: 0.7946, recall: 0.9941, relative_absolute_error: 0.0209, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0773, root_relative_squared_error: 0.1811, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, build_cpu_time: 7.4499, build_memory: 567789679.2636, f_measure: 0.9943, kappa: 0.9844, kb_relative_information_score: 3963.1305, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 0.7946, recall: 0.9943, relative_absolute_error: 0.0203, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0767, root_relative_squared_error: 0.1797, scimark_benchmark: 943.8094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, build_cpu_time: 13.2383, build_memory: 470718325.4788, f_measure: 0.9941, kappa: 0.9837, kb_relative_information_score: 3963.9955, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9941, predictive_accuracy: 0.9941, prior_entropy: 0.7946, recall: 0.9941, relative_absolute_error: 0.0201, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0764, root_relative_squared_error: 0.179, scimark_benchmark: 920.6725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, build_cpu_time: 25.6027, build_memory: 1743651315.3426, f_measure: 0.9943, kappa: 0.9844, kb_relative_information_score: 3964.8015, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 0.7946, recall: 0.9943, relative_absolute_error: 0.0199, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0762, root_relative_squared_error: 0.1786, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, build_cpu_time: 45.8505, build_memory: 868204170.1303, f_measure: 0.9943, kappa: 0.9844, kb_relative_information_score: 3965.5618, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 0.7946, recall: 0.9943, relative_absolute_error: 0.0198, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0761, root_relative_squared_error: 0.1782, scimark_benchmark: 892.8005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, build_cpu_time: 0.8099, build_memory: 575970410.7858, f_measure: 0.9918, kappa: 0.9775, kb_relative_information_score: 3938.1961, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9918, predictive_accuracy: 0.9919, prior_entropy: 0.7946, recall: 0.9919, relative_absolute_error: 0.0261, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0798, root_relative_squared_error: 0.1869, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, build_cpu_time: 0.4641, build_memory: 922636140.7108, f_measure: 0.9916, kappa: 0.9769, kb_relative_information_score: 3937.3478, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9916, predictive_accuracy: 0.9916, prior_entropy: 0.7946, recall: 0.9916, relative_absolute_error: 0.0263, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0796, root_relative_squared_error: 0.1865, scimark_benchmark: 939.0159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, build_cpu_time: 0.2854, build_memory: 703312854.7917, f_measure: 0.9923, kappa: 0.9789, kb_relative_information_score: 3938.7115, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9923, predictive_accuracy: 0.9923, prior_entropy: 0.7946, recall: 0.9923, relative_absolute_error: 0.026, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.079, root_relative_squared_error: 0.1851, scimark_benchmark: 916.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, build_cpu_time: 0.1562, build_memory: 1111177492.2981, f_measure: 0.9923, kappa: 0.9789, kb_relative_information_score: 3935.8836, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9923, predictive_accuracy: 0.9923, prior_entropy: 0.7946, recall: 0.9923, relative_absolute_error: 0.0266, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0786, root_relative_squared_error: 0.1841, scimark_benchmark: 909.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, build_cpu_time: 0.0608, build_memory: 814858005.4748, f_measure: 0.9916, kappa: 0.9768, kb_relative_information_score: 3934.6583, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9916, predictive_accuracy: 0.9916, prior_entropy: 0.7946, recall: 0.9916, relative_absolute_error: 0.0274, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0792, root_relative_squared_error: 0.1856, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, build_cpu_time: 0.2395, build_memory: 919444300.8727, f_measure: 0.9749, kappa: 0.9315, kb_relative_information_score: 3648.3472, mean_absolute_error: 0.0362, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9751, predictive_accuracy: 0.9748, prior_entropy: 0.7946, recall: 0.9748, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.1461, root_relative_squared_error: 0.3423, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, build_cpu_time: 0.2446, build_memory: 937293672.537, f_measure: 0.9749, kappa: 0.9315, kb_relative_information_score: 3648.3472, mean_absolute_error: 0.0362, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9751, predictive_accuracy: 0.9748, prior_entropy: 0.7946, recall: 0.9748, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.1461, root_relative_squared_error: 0.3423, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, build_cpu_time: 0.2455, build_memory: 1325530740.6752, f_measure: 0.9749, kappa: 0.9315, kb_relative_information_score: 3648.3472, mean_absolute_error: 0.0362, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9751, predictive_accuracy: 0.9748, prior_entropy: 0.7946, recall: 0.9748, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.1461, root_relative_squared_error: 0.3423, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, build_cpu_time: 0.2579, build_memory: 655290691.9961, f_measure: 0.9749, kappa: 0.9315, kb_relative_information_score: 3648.3472, mean_absolute_error: 0.0362, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9751, predictive_accuracy: 0.9748, prior_entropy: 0.7946, recall: 0.9748, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.1461, root_relative_squared_error: 0.3423, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, build_cpu_time: 0.2497, build_memory: 2861699313.6229, f_measure: 0.9749, kappa: 0.9315, kb_relative_information_score: 3648.3472, mean_absolute_error: 0.0362, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9751, predictive_accuracy: 0.9748, prior_entropy: 0.7946, recall: 0.9748, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.1461, root_relative_squared_error: 0.3423, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, build_cpu_time: 355.5241, build_memory: 805362617.2241, f_measure: 0.9926, kappa: 0.9796, kb_relative_information_score: 3929.6662, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9926, predictive_accuracy: 0.9926, prior_entropy: 0.7946, recall: 0.9926, relative_absolute_error: 0.0283, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0817, root_relative_squared_error: 0.1913, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, build_cpu_time: 730.0438, build_memory: 773621345.9072, f_measure: 0.9928, kappa: 0.9803, kb_relative_information_score: 3947.7606, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9928, predictive_accuracy: 0.9928, prior_entropy: 0.7946, recall: 0.9928, relative_absolute_error: 0.0243, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0752, root_relative_squared_error: 0.1761, scimark_benchmark: 940.5537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, build_cpu_time: 1354.7477, build_memory: 817122251.9072, f_measure: 0.9933, kappa: 0.9817, kb_relative_information_score: 3956.6417, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.7946, recall: 0.9933, relative_absolute_error: 0.0219, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.074, root_relative_squared_error: 0.1735, scimark_benchmark: 943.6487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, build_cpu_time: 5870.1617, build_memory: 496634046.92, f_measure: 0.9936, kappa: 0.9824, kb_relative_information_score: 3958.6561, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9936, predictive_accuracy: 0.9936, prior_entropy: 0.7946, recall: 0.9936, relative_absolute_error: 0.0214, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0768, root_relative_squared_error: 0.1798, scimark_benchmark: 919.0358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, build_cpu_time: 59.4637, build_memory: 1145261419.0977, f_measure: 0.9938, kappa: 0.983, kb_relative_information_score: 3960.8661, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9938, predictive_accuracy: 0.9938, prior_entropy: 0.7946, recall: 0.9938, relative_absolute_error: 0.0209, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0778, root_relative_squared_error: 0.1824, scimark_benchmark: 931.6517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, build_cpu_time: 60.2777, build_memory: 932779116.383, f_measure: 0.9938, kappa: 0.983, kb_relative_information_score: 3960.8661, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9938, predictive_accuracy: 0.9938, prior_entropy: 0.7946, recall: 0.9938, relative_absolute_error: 0.0209, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0778, root_relative_squared_error: 0.1824, scimark_benchmark: 945.0532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, build_cpu_time: 44.7427, build_memory: 140466977.0069, f_measure: 0.9936, kappa: 0.9824, kb_relative_information_score: 3960.822, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9936, predictive_accuracy: 0.9936, prior_entropy: 0.7946, recall: 0.9936, relative_absolute_error: 0.0209, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.078, root_relative_squared_error: 0.1827, scimark_benchmark: 889.6909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, build_cpu_time: 22.0761, build_memory: 842958452.154, f_measure: 0.9933, kappa: 0.9817, kb_relative_information_score: 3960.344, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.7946, recall: 0.9933, relative_absolute_error: 0.021, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0781, root_relative_squared_error: 0.183, scimark_benchmark: 942.3919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, build_cpu_time: 2.7461, build_memory: 673194062.0079, f_measure: 0.9933, kappa: 0.9816, kb_relative_information_score: 3956.1314, mean_absolute_error: 0.0082, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.7946, recall: 0.9933, relative_absolute_error: 0.0225, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0747, root_relative_squared_error: 0.175, scimark_benchmark: 924.2473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, build_cpu_time: 5.3115, build_memory: 1734100024.8529, f_measure: 0.9938, kappa: 0.983, kb_relative_information_score: 3959.1874, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9938, predictive_accuracy: 0.9938, prior_entropy: 0.7946, recall: 0.9938, relative_absolute_error: 0.0212, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0744, root_relative_squared_error: 0.1743, scimark_benchmark: 916.8516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, build_cpu_time: 11.2244, build_memory: 695291574.0908, f_measure: 0.9936, kappa: 0.9823, kb_relative_information_score: 3961.7967, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9936, predictive_accuracy: 0.9936, prior_entropy: 0.7946, recall: 0.9936, relative_absolute_error: 0.0207, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0749, root_relative_squared_error: 0.1754, scimark_benchmark: 902.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, build_cpu_time: 18.1645, build_memory: 545075649.4018, f_measure: 0.9938, kappa: 0.983, kb_relative_information_score: 3962.6681, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9938, predictive_accuracy: 0.9938, prior_entropy: 0.7946, recall: 0.9938, relative_absolute_error: 0.0204, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0746, root_relative_squared_error: 0.1748, scimark_benchmark: 913.3372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, build_cpu_time: 21.7355, build_memory: 930406236.7858, f_measure: 0.9938, kappa: 0.983, kb_relative_information_score: 3962.8087, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9938, predictive_accuracy: 0.9938, prior_entropy: 0.7946, recall: 0.9938, relative_absolute_error: 0.0204, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.075, root_relative_squared_error: 0.1756, scimark_benchmark: 937.6343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, build_cpu_time: 0.5662, build_memory: 1308624028.0908, f_measure: 0.9946, kappa: 0.9851, kb_relative_information_score: 3967.8353, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9946, predictive_accuracy: 0.9946, prior_entropy: 0.7946, recall: 0.9946, relative_absolute_error: 0.0198, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0716, root_relative_squared_error: 0.1678, scimark_benchmark: 933.4498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, build_cpu_time: 0.6371, build_memory: 1000132468.1481, f_measure: 0.9946, kappa: 0.9851, kb_relative_information_score: 3967.8353, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9946, predictive_accuracy: 0.9946, prior_entropy: 0.7946, recall: 0.9946, relative_absolute_error: 0.0198, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0716, root_relative_squared_error: 0.1678, scimark_benchmark: 917.4547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, build_cpu_time: 0.7222, build_memory: 1657587036.4008, f_measure: 0.9946, kappa: 0.9851, kb_relative_information_score: 3967.7522, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9946, predictive_accuracy: 0.9946, prior_entropy: 0.7946, recall: 0.9946, relative_absolute_error: 0.0198, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0716, root_relative_squared_error: 0.1678, scimark_benchmark: 906.6607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, build_cpu_time: 0.5268, build_memory: 398783054.5094, f_measure: 0.9946, kappa: 0.9851, kb_relative_information_score: 3967.9095, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9946, predictive_accuracy: 0.9946, prior_entropy: 0.7946, recall: 0.9946, relative_absolute_error: 0.0198, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0716, root_relative_squared_error: 0.1677, scimark_benchmark: 945.0532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, build_cpu_time: 0.4265, build_memory: 748627237.1491, f_measure: 0.9943, kappa: 0.9844, kb_relative_information_score: 3967.706, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 0.7946, recall: 0.9943, relative_absolute_error: 0.0198, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0716, root_relative_squared_error: 0.1678, scimark_benchmark: 945.0554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, build_cpu_time: 612.0131, build_memory: 645794796.4837, f_measure: 0.9881, kappa: 0.9674, kb_relative_information_score: 3896.7847, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9881, predictive_accuracy: 0.9882, prior_entropy: 0.7946, recall: 0.9882, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.1062, root_relative_squared_error: 0.2489, scimark_benchmark: 913.3372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, build_cpu_time: 0.3482, build_memory: 407902149.3425, f_measure: 0.9938, kappa: 0.983, kb_relative_information_score: 3954.9791, mean_absolute_error: 0.0081, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9938, predictive_accuracy: 0.9938, prior_entropy: 0.7946, recall: 0.9938, relative_absolute_error: 0.0223, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0772, root_relative_squared_error: 0.1809, scimark_benchmark: 902.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, build_cpu_time: 0.6219, build_memory: 581214781.5459, f_measure: 0.9933, kappa: 0.9817, kb_relative_information_score: 3959.1577, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.7946, recall: 0.9933, relative_absolute_error: 0.0212, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0788, root_relative_squared_error: 0.1846, scimark_benchmark: 936.1433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, build_cpu_time: 0.9222, build_memory: 835004713.615, f_measure: 0.9933, kappa: 0.9817, kb_relative_information_score: 3959.5109, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.7946, recall: 0.9933, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0788, root_relative_squared_error: 0.1845, scimark_benchmark: 943.4039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, build_cpu_time: 1.2969, build_memory: 767804818.3337, f_measure: 0.9933, kappa: 0.9817, kb_relative_information_score: 3959.6095, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.7946, recall: 0.9933, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0787, root_relative_squared_error: 0.1845, scimark_benchmark: 945.0532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, build_cpu_time: 1.226, build_memory: 866914505.8263, f_measure: 0.9933, kappa: 0.9817, kb_relative_information_score: 3959.6502, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.7946, recall: 0.9933, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0787, root_relative_squared_error: 0.1844, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, build_cpu_time: 111.9983, build_memory: 754034372.2962, f_measure: 0.9881, kappa: 0.9674, kb_relative_information_score: 3896.5939, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9881, predictive_accuracy: 0.9882, prior_entropy: 0.7946, recall: 0.9882, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.1063, root_relative_squared_error: 0.249, scimark_benchmark: 916.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, build_cpu_time: 0.8218, build_memory: 66157334.5548, f_measure: 0.9921, kappa: 0.9782, kb_relative_information_score: 3926.4727, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9921, predictive_accuracy: 0.9921, prior_entropy: 0.7946, recall: 0.9921, relative_absolute_error: 0.029, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0827, root_relative_squared_error: 0.1938, scimark_benchmark: 926.7725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, build_cpu_time: 6.3862, build_memory: 896322217.7947, f_measure: 0.9933, kappa: 0.9817, kb_relative_information_score: 3957.9088, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.7946, recall: 0.9933, relative_absolute_error: 0.0213, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0783, root_relative_squared_error: 0.1833, scimark_benchmark: 939.8303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, build_cpu_time: 5.1517, build_memory: 2019704924.3613, f_measure: 0.9933, kappa: 0.9817, kb_relative_information_score: 3958.067, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.7946, recall: 0.9933, relative_absolute_error: 0.0213, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0781, root_relative_squared_error: 0.183, scimark_benchmark: 946.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, build_cpu_time: 2.9751, build_memory: 2000834391.3564, f_measure: 0.9933, kappa: 0.9817, kb_relative_information_score: 3956.3081, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.7946, recall: 0.9933, relative_absolute_error: 0.0216, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0786, root_relative_squared_error: 0.184, scimark_benchmark: 936.0117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, build_cpu_time: 1.4033, build_memory: 1278597285.7907, f_measure: 0.9936, kappa: 0.9824, kb_relative_information_score: 3955.3083, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9936, predictive_accuracy: 0.9936, prior_entropy: 0.7946, recall: 0.9936, relative_absolute_error: 0.0218, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0786, root_relative_squared_error: 0.1841, scimark_benchmark: 937.2031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, build_cpu_time: 0.1963, build_memory: 1914357598.7917, f_measure: 0.0926, kb_relative_information_score: -5470.6992, mean_absolute_error: 0.7604, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.0574, predictive_accuracy: 0.2396, prior_entropy: 0.7946, recall: 0.2396, relative_absolute_error: 2.0861, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.872, root_relative_squared_error: 2.0428, scimark_benchmark: 933.9469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, build_cpu_time: 0.9578, build_memory: 266685627.2024, f_measure: 0.9931, kappa: 0.981, kb_relative_information_score: 3950.3252, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.7946, recall: 0.9931, relative_absolute_error: 0.0235, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0758, root_relative_squared_error: 0.1775, scimark_benchmark: 947.4397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, build_cpu_time: 0.0098, build_memory: 1128910419.9408, f_measure: 0.9931, kappa: 0.9809, kb_relative_information_score: 3909.4376, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.7946, recall: 0.9931, relative_absolute_error: 0.0389, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0833, root_relative_squared_error: 0.195, scimark_benchmark: 943.1817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, build_cpu_time: 0.0594, build_memory: 297406377.6051, f_measure: 0.9921, kappa: 0.9782, kb_relative_information_score: 3921.5427, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9921, predictive_accuracy: 0.9921, prior_entropy: 0.7946, recall: 0.9921, relative_absolute_error: 0.033, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0852, root_relative_squared_error: 0.1996, scimark_benchmark: 906.4221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, build_cpu_time: 0.0004, build_memory: 72735373.8282, f_measure: 0.9889, kappa: 0.9695, kb_relative_information_score: 3899.8749, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9889, predictive_accuracy: 0.9889, prior_entropy: 0.7946, recall: 0.9889, relative_absolute_error: 0.034, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.1035, root_relative_squared_error: 0.2425, scimark_benchmark: 936.8525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8548, build_cpu_time: 19.015, build_memory: 801519907.5577, f_measure: 0.9256, kappa: 0.7868, kb_relative_information_score: 3173.228, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9354, predictive_accuracy: 0.9299, prior_entropy: 0.7946, recall: 0.9299, relative_absolute_error: 0.1923, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.2647, root_relative_squared_error: 0.6202, scimark_benchmark: 945.4085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, build_cpu_time: 0.1593, build_memory: 566776664.227, f_measure: 0.9894, kappa: 0.9708, kb_relative_information_score: 3918.0212, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9894, predictive_accuracy: 0.9894, prior_entropy: 0.7946, recall: 0.9894, relative_absolute_error: 0.0291, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.103, root_relative_squared_error: 0.2413, scimark_benchmark: 945.4085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, build_cpu_time: 0.1945, build_memory: 322456064.1382, f_measure: 0.9906, kappa: 0.9741, kb_relative_information_score: 3933.4733, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9906, predictive_accuracy: 0.9906, prior_entropy: 0.7946, recall: 0.9906, relative_absolute_error: 0.0257, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0968, root_relative_squared_error: 0.2269, scimark_benchmark: 935.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, build_cpu_time: 0.1182, build_memory: 47482757.2182, f_measure: 0.9894, kappa: 0.9708, kb_relative_information_score: 3604.2754, mean_absolute_error: 0.0416, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9894, predictive_accuracy: 0.9894, prior_entropy: 0.7946, recall: 0.9894, relative_absolute_error: 0.1143, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.1258, root_relative_squared_error: 0.2948, scimark_benchmark: 940.4464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, build_cpu_time: 0.0059, build_memory: 369525802.4324, f_measure: 0.974, kappa: 0.929, kb_relative_information_score: 3195.5984, mean_absolute_error: 0.0831, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9743, predictive_accuracy: 0.9738, prior_entropy: 0.7946, recall: 0.9738, relative_absolute_error: 0.2281, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.1779, root_relative_squared_error: 0.4169, scimark_benchmark: 940.7816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, build_cpu_time: 0.0859, build_memory: 217894312.8806, f_measure: 0.9931, kappa: 0.9809, kb_relative_information_score: 3924.83, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.7946, recall: 0.9931, relative_absolute_error: 0.0323, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0756, root_relative_squared_error: 0.1772, scimark_benchmark: 934.4754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, build_cpu_time: 0.1071, build_memory: 440776434.2725, f_measure: 0.9931, kappa: 0.9809, kb_relative_information_score: 3924.83, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.7946, recall: 0.9931, relative_absolute_error: 0.0323, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0756, root_relative_squared_error: 0.1772, scimark_benchmark: 940.7816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, build_cpu_time: 0.1117, build_memory: 362896511.5005, f_measure: 0.9931, kappa: 0.9809, kb_relative_information_score: 3924.83, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.7946, recall: 0.9931, relative_absolute_error: 0.0323, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0756, root_relative_squared_error: 0.1772, scimark_benchmark: 933.4176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, build_cpu_time: 0.0774, build_memory: 162125207.5341, f_measure: 0.9928, kappa: 0.9802, kb_relative_information_score: 3936.8815, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9929, predictive_accuracy: 0.9928, prior_entropy: 0.7946, recall: 0.9928, relative_absolute_error: 0.0285, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0823, root_relative_squared_error: 0.1928, scimark_benchmark: 930.1524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, build_cpu_time: 0.0049, build_memory: 816951324.3198, f_measure: 0.9931, kappa: 0.9809, kb_relative_information_score: 3964.3776, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.7946, recall: 0.9931, relative_absolute_error: 0.019, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0831, root_relative_squared_error: 0.1947, scimark_benchmark: 946.8522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, build_cpu_time: 0.0274, build_memory: 529984460.6713, f_measure: 0.9921, kappa: 0.9782, kb_relative_information_score: 3917.1454, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9921, predictive_accuracy: 0.9921, prior_entropy: 0.7946, recall: 0.9921, relative_absolute_error: 0.0346, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0862, root_relative_squared_error: 0.2018, scimark_benchmark: 922.2602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4994, build_cpu_time: 0.0008, build_memory: 155427855.6032, f_measure: 0.6569, kb_relative_information_score: -0.4283, mean_absolute_error: 0.3645, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.5782, predictive_accuracy: 0.7604, prior_entropy: 0.7946, recall: 0.7604, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.4269, root_relative_squared_error: 1, scimark_benchmark: 947.7747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5581, build_cpu_time: 0.001, build_memory: 90989631.1451, f_measure: 0.676, kappa: 0.1152, kb_relative_information_score: -25.365, mean_absolute_error: 0.3255, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.6776, predictive_accuracy: 0.6745, prior_entropy: 0.7946, recall: 0.6745, relative_absolute_error: 0.8931, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.5705, root_relative_squared_error: 1.3366, scimark_benchmark: 941.5087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, build_cpu_time: 9.9089, build_memory: 27772048.0079, f_measure: 0.9931, kappa: 0.9809, kb_relative_information_score: 3905.8459, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.7946, recall: 0.9931, relative_absolute_error: 0.0383, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0842, root_relative_squared_error: 0.1973, scimark_benchmark: 942.9052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, build_cpu_time: 9.7173, build_memory: 29057922.8193, f_measure: 0.9931, kappa: 0.9809, kb_relative_information_score: 3905.8459, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.7946, recall: 0.9931, relative_absolute_error: 0.0383, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0842, root_relative_squared_error: 0.1973, scimark_benchmark: 912.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, build_cpu_time: 1.7447, build_memory: 334027876.2231, f_measure: 0.9879, kappa: 0.9668, kb_relative_information_score: 3883.6396, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9879, predictive_accuracy: 0.9879, prior_entropy: 0.7946, recall: 0.9879, relative_absolute_error: 0.0373, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0968, root_relative_squared_error: 0.2267, scimark_benchmark: 916.929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, build_cpu_time: 1.6667, build_memory: 667604023.4472, f_measure: 0.9872, kappa: 0.9648, kb_relative_information_score: 3872.8005, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9872, predictive_accuracy: 0.9872, prior_entropy: 0.7946, recall: 0.9872, relative_absolute_error: 0.0395, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.1024, root_relative_squared_error: 0.2399, scimark_benchmark: 941.9153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, build_cpu_time: 1.5174, build_memory: 534910139.6091, f_measure: 0.9872, kappa: 0.9648, kb_relative_information_score: 3872.8005, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9872, predictive_accuracy: 0.9872, prior_entropy: 0.7946, recall: 0.9872, relative_absolute_error: 0.0395, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.1024, root_relative_squared_error: 0.2399, scimark_benchmark: 942.0094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, build_cpu_time: 3.2614, build_memory: 1546768317.5479, f_measure: 0.9884, kappa: 0.9682, kb_relative_information_score: 3881.6337, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9884, predictive_accuracy: 0.9884, prior_entropy: 0.7946, recall: 0.9884, relative_absolute_error: 0.0376, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.2292, scimark_benchmark: 938.2568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, build_cpu_time: 2.5941, build_memory: 428389141.309, f_measure: 0.9884, kappa: 0.9682, kb_relative_information_score: 3881.6337, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9884, predictive_accuracy: 0.9884, prior_entropy: 0.7946, recall: 0.9884, relative_absolute_error: 0.0376, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.2292, scimark_benchmark: 939.7809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, build_cpu_time: 5.8574, build_memory: 835675905.8282, f_measure: 0.9889, kappa: 0.9695, kb_relative_information_score: 3885.1734, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9889, predictive_accuracy: 0.9889, prior_entropy: 0.7946, recall: 0.9889, relative_absolute_error: 0.0364, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0953, root_relative_squared_error: 0.2233, scimark_benchmark: 935.2304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, build_cpu_time: 5.7063, build_memory: 611825391.8519, f_measure: 0.9889, kappa: 0.9695, kb_relative_information_score: 3885.1734, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9889, predictive_accuracy: 0.9889, prior_entropy: 0.7946, recall: 0.9889, relative_absolute_error: 0.0364, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0953, root_relative_squared_error: 0.2233, scimark_benchmark: 935.924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, build_cpu_time: 21.4235, build_memory: 2616157610.2014, f_measure: 0.9891, kappa: 0.9701, kb_relative_information_score: 3883.0239, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9891, predictive_accuracy: 0.9891, prior_entropy: 0.7946, recall: 0.9891, relative_absolute_error: 0.0372, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.2251, scimark_benchmark: 949.2096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, build_cpu_time: 1.0824, build_memory: 191173720.0257, f_measure: 0.9931, kappa: 0.9809, kb_relative_information_score: 3925.5656, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.7946, recall: 0.9931, relative_absolute_error: 0.0323, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0748, root_relative_squared_error: 0.1752, scimark_benchmark: 946.1876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, build_cpu_time: 0.6114, build_memory: 1560210333.234, f_measure: 0.9931, kappa: 0.9809, kb_relative_information_score: 3926.12, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.7946, recall: 0.9931, relative_absolute_error: 0.0323, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0746, root_relative_squared_error: 0.1747, scimark_benchmark: 947.4258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, build_cpu_time: 0.666, build_memory: 1251008435.8243, f_measure: 0.9931, kappa: 0.9809, kb_relative_information_score: 3926.12, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.7946, recall: 0.9931, relative_absolute_error: 0.0323, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0746, root_relative_squared_error: 0.1747, scimark_benchmark: 943.4766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, build_cpu_time: 0.346, build_memory: 1766506799.8717, f_measure: 0.9931, kappa: 0.9809, kb_relative_information_score: 3924.9646, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.7946, recall: 0.9931, relative_absolute_error: 0.0324, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0753, root_relative_squared_error: 0.1763, scimark_benchmark: 919.2952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, build_cpu_time: 0.1765, build_memory: 730433332.9694, f_measure: 0.9931, kappa: 0.9809, kb_relative_information_score: 3926.1528, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.7946, recall: 0.9931, relative_absolute_error: 0.0321, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.075, root_relative_squared_error: 0.1758, scimark_benchmark: 941.5201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, build_cpu_time: 0.3085, build_memory: 741921433.0582, f_measure: 0.9936, kappa: 0.9823, kb_relative_information_score: 3940.8973, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9936, predictive_accuracy: 0.9936, prior_entropy: 0.7946, recall: 0.9936, relative_absolute_error: 0.027, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0724, root_relative_squared_error: 0.1697, scimark_benchmark: 929.0404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, build_cpu_time: 0.3011, build_memory: 1642069417.3603, f_measure: 0.9936, kappa: 0.9823, kb_relative_information_score: 3940.8973, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9936, predictive_accuracy: 0.9936, prior_entropy: 0.7946, recall: 0.9936, relative_absolute_error: 0.027, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0724, root_relative_squared_error: 0.1697, scimark_benchmark: 941.0866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, build_cpu_time: 1, build_memory: 72881106.3692, f_measure: 0.9938, kappa: 0.983, kb_relative_information_score: 3940.6111, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9938, predictive_accuracy: 0.9938, prior_entropy: 0.7946, recall: 0.9938, relative_absolute_error: 0.027, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0721, root_relative_squared_error: 0.169, scimark_benchmark: 917.0936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, build_cpu_time: 65.9317, build_memory: 1346542227.3583, f_measure: 0.9936, kappa: 0.9823, kb_relative_information_score: 3933.2087, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9936, predictive_accuracy: 0.9936, prior_entropy: 0.7946, recall: 0.9936, relative_absolute_error: 0.0289, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0718, root_relative_squared_error: 0.1681, scimark_benchmark: 939.5765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, build_cpu_time: 30.2708, build_memory: 2548204196.5607, f_measure: 0.9938, kappa: 0.983, kb_relative_information_score: 3933.6179, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9938, predictive_accuracy: 0.9938, prior_entropy: 0.7946, recall: 0.9938, relative_absolute_error: 0.0288, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0717, root_relative_squared_error: 0.168, scimark_benchmark: 916.8552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, build_cpu_time: 19.7298, build_memory: 861524049.921, f_measure: 0.9938, kappa: 0.983, kb_relative_information_score: 3934.1599, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9938, predictive_accuracy: 0.9938, prior_entropy: 0.7946, recall: 0.9938, relative_absolute_error: 0.0287, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0715, root_relative_squared_error: 0.1676, scimark_benchmark: 932.0351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, build_cpu_time: 10.6424, build_memory: 2022276797.4966, f_measure: 0.9933, kappa: 0.9816, kb_relative_information_score: 3933.6854, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.7946, recall: 0.9933, relative_absolute_error: 0.0288, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0716, root_relative_squared_error: 0.1678, scimark_benchmark: 947.2295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, build_cpu_time: 4.6768, build_memory: 1099512524.9615, f_measure: 0.9933, kappa: 0.9816, kb_relative_information_score: 3931.2922, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.7946, recall: 0.9933, relative_absolute_error: 0.0291, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0724, root_relative_squared_error: 0.1696, scimark_benchmark: 941.6532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, build_cpu_time: 4.6093, build_memory: 796705054.1915, f_measure: 0.9933, kappa: 0.9816, kb_relative_information_score: 3931.2922, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.7946, recall: 0.9933, relative_absolute_error: 0.0291, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0724, root_relative_squared_error: 0.1696, scimark_benchmark: 942.4281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, build_cpu_time: 4.0279, build_memory: 1271413755.9585, f_measure: 0.9933, kappa: 0.9816, kb_relative_information_score: 3931.2922, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.7946, recall: 0.9933, relative_absolute_error: 0.0291, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0724, root_relative_squared_error: 0.1696, scimark_benchmark: 942.3187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, build_cpu_time: 0.0548, build_memory: 1960978384.2507, f_measure: 0.9931, kappa: 0.9809, kb_relative_information_score: 3964.3776, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.7946, recall: 0.9931, relative_absolute_error: 0.019, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0831, root_relative_squared_error: 0.1947, scimark_benchmark: 942.3187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, build_cpu_time: 0.0315, build_memory: 358167863.6209, f_measure: 0.9931, kappa: 0.9809, kb_relative_information_score: 3964.3776, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.3645, number_of_instances: 4052, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.7946, recall: 0.9931, relative_absolute_error: 0.019, root_mean_prior_squared_error: 0.4269, root_mean_squared_error: 0.0831, root_relative_squared_error: 0.1947, scimark_benchmark: 941.6532,

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