Task
Supervised Classification on analcatdata_apnea2

Supervised Classification on analcatdata_apnea2

Task 3631 Supervised Classification analcatdata_apnea2 531 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:

531 Runs

Fetching data
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.9326, kappa: 0.7111, kb_relative_information_score: 301.4302, mean_absolute_error: 0.0785, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 0.5744, recall: 0.9326, relative_absolute_error: 0.3353, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2068, root_relative_squared_error: 0.6055, scimark_benchmark: 1311.1837, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8703, f_measure: 0.9298, kappa: 0.696, kb_relative_information_score: 257.3399, mean_absolute_error: 0.0986, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9292, predictive_accuracy: 0.9305, prior_entropy: 0.5744, recall: 0.9305, relative_absolute_error: 0.4207, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2445, root_relative_squared_error: 0.7159, scimark_benchmark: 1330.668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8703, f_measure: 0.9298, kappa: 0.696, kb_relative_information_score: 257.3399, mean_absolute_error: 0.0986, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9292, predictive_accuracy: 0.9305, prior_entropy: 0.5744, recall: 0.9305, relative_absolute_error: 0.4207, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2445, root_relative_squared_error: 0.7159, scimark_benchmark: 934.4732, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9232, kappa: 0.6661, kb_relative_information_score: 282.7774, mean_absolute_error: 0.0837, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9224, predictive_accuracy: 0.9242, prior_entropy: 0.5744, recall: 0.9242, relative_absolute_error: 0.3571, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2129, root_relative_squared_error: 0.6235, scimark_benchmark: 1334.8495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9379, f_measure: 0.9158, kappa: 0.622, kb_relative_information_score: 241.6366, mean_absolute_error: 0.1201, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9147, predictive_accuracy: 0.92, prior_entropy: 0.5744, recall: 0.92, relative_absolute_error: 0.5128, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.6541, scimark_benchmark: 1339.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9379, f_measure: 0.9158, kappa: 0.622, kb_relative_information_score: 241.6366, mean_absolute_error: 0.1201, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9147, predictive_accuracy: 0.92, prior_entropy: 0.5744, recall: 0.92, relative_absolute_error: 0.5128, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.6541, scimark_benchmark: 889.3151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9312, f_measure: 0.9513, kappa: 0.7992, kb_relative_information_score: 342.6459, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9551, predictive_accuracy: 0.9495, prior_entropy: 0.5744, recall: 0.9495, relative_absolute_error: 0.2157, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2248, root_relative_squared_error: 0.6583, scimark_benchmark: 1301.9176, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9265, f_measure: 0.9491, kappa: 0.7895, kb_relative_information_score: 227.6717, mean_absolute_error: 0.1269, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9525, predictive_accuracy: 0.9474, prior_entropy: 0.5744, recall: 0.9474, relative_absolute_error: 0.5415, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.6372, scimark_benchmark: 1313.9606, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9434, f_measure: 0.9447, kappa: 0.7699, kb_relative_information_score: 290.8993, mean_absolute_error: 0.0885, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9474, predictive_accuracy: 0.9432, prior_entropy: 0.5744, recall: 0.9432, relative_absolute_error: 0.3778, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2053, root_relative_squared_error: 0.6013, scimark_benchmark: 923.6051, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9459, f_measure: 0.9376, kappa: 0.7361, kb_relative_information_score: 236.4319, mean_absolute_error: 0.1264, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9387, predictive_accuracy: 0.9368, prior_entropy: 0.5744, recall: 0.9368, relative_absolute_error: 0.5396, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.6123, scimark_benchmark: 1370.6464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9351, f_measure: 0.9376, kappa: 0.7361, kb_relative_information_score: 237.7146, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9387, predictive_accuracy: 0.9368, prior_entropy: 0.5744, recall: 0.9368, relative_absolute_error: 0.5351, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.6105, scimark_benchmark: 1332.2926, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9013, f_measure: 0.9316, kappa: 0.7116, kb_relative_information_score: 270.8502, mean_absolute_error: 0.0883, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9331, predictive_accuracy: 0.9305, prior_entropy: 0.5744, recall: 0.9305, relative_absolute_error: 0.3771, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2326, root_relative_squared_error: 0.6811, scimark_benchmark: 939.9176, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6599, f_measure: 0.8028, kb_relative_information_score: -9.2767, mean_absolute_error: 0.2063, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.7487, predictive_accuracy: 0.8653, prior_entropy: 0.5744, recall: 0.8653, relative_absolute_error: 0.8803, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.3214, root_relative_squared_error: 0.9414, scimark_benchmark: 1330.7266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9221, f_measure: 0.9232, kappa: 0.6661, kb_relative_information_score: 275.0541, mean_absolute_error: 0.0861, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9224, predictive_accuracy: 0.9242, prior_entropy: 0.5744, recall: 0.9242, relative_absolute_error: 0.3676, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.6456, scimark_benchmark: 932.0242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9233, f_measure: 0.9242, kappa: 0.675, kb_relative_information_score: 241.5882, mean_absolute_error: 0.1164, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9242, predictive_accuracy: 0.9242, prior_entropy: 0.5744, recall: 0.9242, relative_absolute_error: 0.4966, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2278, root_relative_squared_error: 0.6671, scimark_benchmark: 1322.496, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9468, f_measure: 0.9326, kappa: 0.7111, kb_relative_information_score: 155.5017, mean_absolute_error: 0.1438, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 0.5744, recall: 0.9326, relative_absolute_error: 0.6137, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.6614, scimark_benchmark: 1341.7207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9552, f_measure: 0.9433, kappa: 0.7578, kb_relative_information_score: 274.8214, mean_absolute_error: 0.0838, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9435, predictive_accuracy: 0.9432, prior_entropy: 0.5744, recall: 0.9432, relative_absolute_error: 0.3577, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2016, root_relative_squared_error: 0.5904, scimark_benchmark: 1332.6319, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9232, kappa: 0.6661, kb_relative_information_score: 282.7774, mean_absolute_error: 0.0837, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9224, predictive_accuracy: 0.9242, prior_entropy: 0.5744, recall: 0.9242, relative_absolute_error: 0.3571, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2129, root_relative_squared_error: 0.6235, scimark_benchmark: 1332.4146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.827, f_measure: 0.9321, kappa: 0.6982, kb_relative_information_score: 277.5942, mean_absolute_error: 0.0743, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9315, predictive_accuracy: 0.9347, prior_entropy: 0.5744, recall: 0.9347, relative_absolute_error: 0.3172, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2581, root_relative_squared_error: 0.7559, scimark_benchmark: 854.5188, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9453, f_measure: 0.9475, kappa: 0.7851, kb_relative_information_score: -254.3832, mean_absolute_error: 0.2354, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9524, predictive_accuracy: 0.9453, prior_entropy: 0.5744, recall: 0.9453, relative_absolute_error: 1.0049, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.923, scimark_benchmark: 916.6405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4802, f_measure: 0.8028, kb_relative_information_score: -3.4334, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.7487, predictive_accuracy: 0.8653, prior_entropy: 0.5744, recall: 0.8653, relative_absolute_error: 1.0006, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.3415, root_relative_squared_error: 1.0001, scimark_benchmark: 1339.4189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9473, f_measure: 0.9425, kappa: 0.7599, kb_relative_information_score: 280.5795, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9448, predictive_accuracy: 0.9411, prior_entropy: 0.5744, recall: 0.9411, relative_absolute_error: 0.4012, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.608, scimark_benchmark: 912.5006, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9379, f_measure: 0.9158, kappa: 0.622, kb_relative_information_score: 241.6344, mean_absolute_error: 0.1201, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9147, predictive_accuracy: 0.92, prior_entropy: 0.5744, recall: 0.92, relative_absolute_error: 0.5128, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.6541, scimark_benchmark: 934.1747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9137, f_measure: 0.9331, kappa: 0.7148, kb_relative_information_score: 312.9664, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9336, predictive_accuracy: 0.9326, prior_entropy: 0.5744, recall: 0.9326, relative_absolute_error: 0.274, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2424, root_relative_squared_error: 0.7101, scimark_benchmark: 1336.2976, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9409, f_measure: 0.8028, kb_relative_information_score: 148.4696, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.7487, predictive_accuracy: 0.8653, prior_entropy: 0.5744, recall: 0.8653, relative_absolute_error: 0.7611, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2679, root_relative_squared_error: 0.7846, scimark_benchmark: 1321.527, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.947, f_measure: 0.9482, kappa: 0.7815, kb_relative_information_score: 266.8346, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9494, predictive_accuracy: 0.9474, prior_entropy: 0.5744, recall: 0.9474, relative_absolute_error: 0.4091, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.5989, scimark_benchmark: 1384.4418, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9468, f_measure: 0.9463, kappa: 0.7742, kb_relative_information_score: 300.9523, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9478, predictive_accuracy: 0.9453, prior_entropy: 0.5744, recall: 0.9453, relative_absolute_error: 0.339, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.6059, scimark_benchmark: 1291.6995, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.9485, kappa: 0.7842, kb_relative_information_score: 302.49, mean_absolute_error: 0.0781, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9504, predictive_accuracy: 0.9474, prior_entropy: 0.5744, recall: 0.9474, relative_absolute_error: 0.3336, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2056, root_relative_squared_error: 0.602, scimark_benchmark: 940.0008, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9376, kappa: 0.7361, kb_relative_information_score: 298.4689, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9387, predictive_accuracy: 0.9368, prior_entropy: 0.5744, recall: 0.9368, relative_absolute_error: 0.3388, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2062, root_relative_squared_error: 0.604, scimark_benchmark: 1339.3974, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9232, kappa: 0.6661, kb_relative_information_score: 282.7774, mean_absolute_error: 0.0837, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9224, predictive_accuracy: 0.9242, prior_entropy: 0.5744, recall: 0.9242, relative_absolute_error: 0.3571, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2129, root_relative_squared_error: 0.6235, scimark_benchmark: 869.6028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.9379, kappa: 0.7215, kb_relative_information_score: 219.5314, mean_absolute_error: 0.1139, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9384, predictive_accuracy: 0.9411, prior_entropy: 0.5744, recall: 0.9411, relative_absolute_error: 0.4861, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2213, root_relative_squared_error: 0.648, scimark_benchmark: 1363.454, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9487, f_measure: 0.9345, kappa: 0.71, kb_relative_information_score: 213.5736, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9339, predictive_accuracy: 0.9368, prior_entropy: 0.5744, recall: 0.9368, relative_absolute_error: 0.506, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.6509, scimark_benchmark: 918.0213, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9444, f_measure: 0.9278, kappa: 0.6648, kb_relative_information_score: 204.4264, mean_absolute_error: 0.1239, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9341, predictive_accuracy: 0.9347, prior_entropy: 0.5744, recall: 0.9347, relative_absolute_error: 0.5288, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2268, root_relative_squared_error: 0.6643, scimark_benchmark: 1304.9611, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9408, f_measure: 0.9033, kappa: 0.5422, kb_relative_information_score: 186.5881, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9128, predictive_accuracy: 0.9158, prior_entropy: 0.5744, recall: 0.9158, relative_absolute_error: 0.5685, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.236, root_relative_squared_error: 0.6913, scimark_benchmark: 942.9518, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9444, f_measure: 0.875, kappa: 0.385, kb_relative_information_score: 170.4901, mean_absolute_error: 0.1463, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9112, predictive_accuracy: 0.9011, prior_entropy: 0.5744, recall: 0.9011, relative_absolute_error: 0.6245, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2498, root_relative_squared_error: 0.7315, scimark_benchmark: 1304.6687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.9317, kappa: 0.7032, kb_relative_information_score: 270.9751, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.931, predictive_accuracy: 0.9326, prior_entropy: 0.5744, recall: 0.9326, relative_absolute_error: 0.3389, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.6453, scimark_benchmark: 1287.514, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.9239, kappa: 0.664, kb_relative_information_score: 274.2004, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9228, predictive_accuracy: 0.9263, prior_entropy: 0.5744, recall: 0.9263, relative_absolute_error: 0.3329, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2342, root_relative_squared_error: 0.6859, scimark_benchmark: 854.5188, usercpu_time_millis: 20, usercpu_time_millis_testing: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9312, f_measure: 0.9513, kappa: 0.7992, kb_relative_information_score: 342.6459, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9551, predictive_accuracy: 0.9495, prior_entropy: 0.5744, recall: 0.9495, relative_absolute_error: 0.2157, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2248, root_relative_squared_error: 0.6583, scimark_benchmark: 1325.2092, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8028, kb_relative_information_score: 127.6793, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.7487, predictive_accuracy: 0.8653, prior_entropy: 0.5744, recall: 0.8653, relative_absolute_error: 0.5751, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.3671, root_relative_squared_error: 1.075, scimark_benchmark: 887.6719, usercpu_time_millis: 60, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9312, f_measure: 0.9513, kappa: 0.7992, kb_relative_information_score: 342.6459, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9551, predictive_accuracy: 0.9495, prior_entropy: 0.5744, recall: 0.9495, relative_absolute_error: 0.2157, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2248, root_relative_squared_error: 0.6583, scimark_benchmark: 1386.5717, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.937, f_measure: 0.9444, kappa: 0.767, kb_relative_information_score: 270.2021, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9463, predictive_accuracy: 0.9432, prior_entropy: 0.5744, recall: 0.9432, relative_absolute_error: 0.437, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.6146, scimark_benchmark: 1304.9611, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9312, f_measure: 0.9513, kappa: 0.7992, kb_relative_information_score: 342.6459, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9551, predictive_accuracy: 0.9495, prior_entropy: 0.5744, recall: 0.9495, relative_absolute_error: 0.2157, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2248, root_relative_squared_error: 0.6583, scimark_benchmark: 939.449, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.9441, kappa: 0.764, kb_relative_information_score: 286.3024, mean_absolute_error: 0.091, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9453, predictive_accuracy: 0.9432, prior_entropy: 0.5744, recall: 0.9432, relative_absolute_error: 0.3883, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2043, root_relative_squared_error: 0.5983, scimark_benchmark: 918.0213, usercpu_time_millis: 790, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 750,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5066, f_measure: 0.8067, kappa: 0.0223, kb_relative_information_score: 127.6793, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.8174, predictive_accuracy: 0.8653, prior_entropy: 0.5744, recall: 0.8653, relative_absolute_error: 0.5751, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.3671, root_relative_squared_error: 1.075, scimark_benchmark: 1306.6379, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, f_measure: 0.9326, kappa: 0.7111, kb_relative_information_score: 297.5845, mean_absolute_error: 0.0832, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 0.5744, recall: 0.9326, relative_absolute_error: 0.3552, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2008, root_relative_squared_error: 0.588, scimark_benchmark: 1372.2145, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, f_measure: 0.9215, kappa: 0.652, kb_relative_information_score: 267.6428, mean_absolute_error: 0.0842, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9203, predictive_accuracy: 0.9242, prior_entropy: 0.5744, recall: 0.9242, relative_absolute_error: 0.3594, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.239, root_relative_squared_error: 0.6999, scimark_benchmark: 1331.6907, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8007, f_measure: 0.9134, kappa: 0.6187, kb_relative_information_score: 254.9118, mean_absolute_error: 0.0839, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9119, predictive_accuracy: 0.9158, prior_entropy: 0.5744, recall: 0.9158, relative_absolute_error: 0.3579, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2856, root_relative_squared_error: 0.8364, scimark_benchmark: 1333.5799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.935, kappa: 0.7219, kb_relative_information_score: 301.8668, mean_absolute_error: 0.0776, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9352, predictive_accuracy: 0.9347, prior_entropy: 0.5744, recall: 0.9347, relative_absolute_error: 0.3312, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.6078, scimark_benchmark: 1316.0472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8955, f_measure: 0.9513, kappa: 0.7992, kb_relative_information_score: 299.6041, mean_absolute_error: 0.0835, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9551, predictive_accuracy: 0.9495, prior_entropy: 0.5744, recall: 0.9495, relative_absolute_error: 0.3563, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2057, root_relative_squared_error: 0.6026, scimark_benchmark: 1355.7054, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8375, f_measure: 0.9242, kappa: 0.675, kb_relative_information_score: 278.1559, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9242, predictive_accuracy: 0.9242, prior_entropy: 0.5744, recall: 0.9242, relative_absolute_error: 0.3235, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2753, root_relative_squared_error: 0.8063, scimark_benchmark: 825.5282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5105, f_measure: 0.6136, kappa: 0.0106, kb_relative_information_score: -699.942, mean_absolute_error: 0.4589, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.7714, predictive_accuracy: 0.5411, prior_entropy: 0.5744, recall: 0.5411, relative_absolute_error: 1.9589, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.6775, root_relative_squared_error: 1.9841, scimark_benchmark: 1335.4072, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9236, f_measure: 0.9422, kappa: 0.7568, kb_relative_information_score: 294.6262, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9438, predictive_accuracy: 0.9411, prior_entropy: 0.5744, recall: 0.9411, relative_absolute_error: 0.3532, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2156, root_relative_squared_error: 0.6314, scimark_benchmark: 1465.2979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8028, kb_relative_information_score: 127.6793, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.7487, predictive_accuracy: 0.8653, prior_entropy: 0.5744, recall: 0.8653, relative_absolute_error: 0.5751, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.3671, root_relative_squared_error: 1.075, scimark_benchmark: 1465.2979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8333, f_measure: 0.9274, kappa: 0.6847, kb_relative_information_score: 288.9043, mean_absolute_error: 0.0716, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9267, predictive_accuracy: 0.9284, prior_entropy: 0.5744, recall: 0.9284, relative_absolute_error: 0.3055, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2675, root_relative_squared_error: 0.7836, scimark_benchmark: 1353.5686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4802, f_measure: 0.8028, kb_relative_information_score: -3.4334, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.7487, predictive_accuracy: 0.8653, prior_entropy: 0.5744, recall: 0.8653, relative_absolute_error: 1.0006, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.3415, root_relative_squared_error: 1.0001, scimark_benchmark: 1330.0803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9221, f_measure: 0.9232, kappa: 0.6661, kb_relative_information_score: 275.0541, mean_absolute_error: 0.0861, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9224, predictive_accuracy: 0.9242, prior_entropy: 0.5744, recall: 0.9242, relative_absolute_error: 0.3676, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.6456, scimark_benchmark: 1384.4418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9491, f_measure: 0.9208, kappa: 0.647, kb_relative_information_score: 277.0635, mean_absolute_error: 0.0773, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9198, predictive_accuracy: 0.9242, prior_entropy: 0.5744, recall: 0.9242, relative_absolute_error: 0.33, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2648, root_relative_squared_error: 0.7756, scimark_benchmark: 931.2336, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9315, f_measure: 0.9269, kappa: 0.6804, kb_relative_information_score: 283.4927, mean_absolute_error: 0.0774, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.926, predictive_accuracy: 0.9284, prior_entropy: 0.5744, recall: 0.9284, relative_absolute_error: 0.3306, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2509, root_relative_squared_error: 0.7347, scimark_benchmark: 945.6434, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9334, f_measure: 0.9202, kappa: 0.6498, kb_relative_information_score: 250.6639, mean_absolute_error: 0.0908, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.919, predictive_accuracy: 0.9221, prior_entropy: 0.5744, recall: 0.9221, relative_absolute_error: 0.3876, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2381, root_relative_squared_error: 0.6973, scimark_benchmark: 941.7954, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9368, f_measure: 0.9127, kappa: 0.6133, kb_relative_information_score: 221.5362, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9112, predictive_accuracy: 0.9158, prior_entropy: 0.5744, recall: 0.9158, relative_absolute_error: 0.435, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2424, root_relative_squared_error: 0.71, scimark_benchmark: 923.7642, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.9152, kappa: 0.6256, kb_relative_information_score: 214.6126, mean_absolute_error: 0.104, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9138, predictive_accuracy: 0.9179, prior_entropy: 0.5744, recall: 0.9179, relative_absolute_error: 0.444, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.243, root_relative_squared_error: 0.7115, scimark_benchmark: 894.7455, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.8785, kappa: 0.4076, kb_relative_information_score: 235.9059, mean_absolute_error: 0.1009, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9014, predictive_accuracy: 0.9011, prior_entropy: 0.5744, recall: 0.9011, relative_absolute_error: 0.4308, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2768, root_relative_squared_error: 0.8107, scimark_benchmark: 936.6206, usercpu_time_millis: 70, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9376, f_measure: 0.8819, kappa: 0.4255, kb_relative_information_score: 233.0028, mean_absolute_error: 0.1028, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9037, predictive_accuracy: 0.9032, prior_entropy: 0.5744, recall: 0.9032, relative_absolute_error: 0.4387, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2834, root_relative_squared_error: 0.8301, scimark_benchmark: 943.2817, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9328, f_measure: 0.8127, kappa: 0.0529, kb_relative_information_score: 171.7793, mean_absolute_error: 0.1209, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.8866, predictive_accuracy: 0.8695, prior_entropy: 0.5744, recall: 0.8695, relative_absolute_error: 0.5161, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.3257, root_relative_squared_error: 0.9539, scimark_benchmark: 942.1229, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9132, f_measure: 0.8028, kb_relative_information_score: 128.4411, mean_absolute_error: 0.1341, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.7487, predictive_accuracy: 0.8653, prior_entropy: 0.5744, recall: 0.8653, relative_absolute_error: 0.5724, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.3629, root_relative_squared_error: 1.0628, scimark_benchmark: 922.9039, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8149, f_measure: 0.8028, kb_relative_information_score: 127.6864, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.7487, predictive_accuracy: 0.8653, prior_entropy: 0.5744, recall: 0.8653, relative_absolute_error: 0.5751, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.3661, root_relative_squared_error: 1.0721, scimark_benchmark: 938.4278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9552, f_measure: 0.9433, kappa: 0.7578, kb_relative_information_score: 274.8214, mean_absolute_error: 0.0838, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9435, predictive_accuracy: 0.9432, prior_entropy: 0.5744, recall: 0.9432, relative_absolute_error: 0.3577, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2016, root_relative_squared_error: 0.5904, scimark_benchmark: 936.6206, usercpu_time_millis: 80, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9496, f_measure: 0.9395, kappa: 0.7432, kb_relative_information_score: 262.0173, mean_absolute_error: 0.0918, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9403, predictive_accuracy: 0.9389, prior_entropy: 0.5744, recall: 0.9389, relative_absolute_error: 0.392, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2067, root_relative_squared_error: 0.6055, scimark_benchmark: 924.6116, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.947, f_measure: 0.9482, kappa: 0.7815, kb_relative_information_score: 266.8346, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9494, predictive_accuracy: 0.9474, prior_entropy: 0.5744, recall: 0.9474, relative_absolute_error: 0.4091, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.5989, scimark_benchmark: 924.6116, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9431, f_measure: 0.9482, kappa: 0.7815, kb_relative_information_score: 265.7188, mean_absolute_error: 0.1007, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9494, predictive_accuracy: 0.9474, prior_entropy: 0.5744, recall: 0.9474, relative_absolute_error: 0.4297, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2074, root_relative_squared_error: 0.6074, scimark_benchmark: 947.9494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9384, f_measure: 0.9391, kappa: 0.7399, kb_relative_information_score: 250.1938, mean_absolute_error: 0.1149, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9394, predictive_accuracy: 0.9389, prior_entropy: 0.5744, recall: 0.9389, relative_absolute_error: 0.4905, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.6182, scimark_benchmark: 931.2336, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4802, f_measure: 0.8028, kb_relative_information_score: -3.4334, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.7487, predictive_accuracy: 0.8653, prior_entropy: 0.5744, recall: 0.8653, relative_absolute_error: 1.0006, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.3415, root_relative_squared_error: 1.0001, scimark_benchmark: 938.9865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9473, f_measure: 0.9469, kappa: 0.7798, kb_relative_information_score: 286.8062, mean_absolute_error: 0.0884, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.95, predictive_accuracy: 0.9453, prior_entropy: 0.5744, recall: 0.9453, relative_absolute_error: 0.3773, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2017, root_relative_squared_error: 0.5908, scimark_benchmark: 902.4773, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9439, f_measure: 0.9329, kappa: 0.6972, kb_relative_information_score: 202.4312, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9337, predictive_accuracy: 0.9368, prior_entropy: 0.5744, recall: 0.9368, relative_absolute_error: 0.5234, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2283, root_relative_squared_error: 0.6686, scimark_benchmark: 930.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8409, f_measure: 0.9196, kappa: 0.6448, kb_relative_information_score: 243.7917, mean_absolute_error: 0.0882, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9183, predictive_accuracy: 0.9221, prior_entropy: 0.5744, recall: 0.9221, relative_absolute_error: 0.3765, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2759, root_relative_squared_error: 0.808, scimark_benchmark: 902.4773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4802, f_measure: 0.8028, kb_relative_information_score: -3.4334, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.7487, predictive_accuracy: 0.8653, prior_entropy: 0.5744, recall: 0.8653, relative_absolute_error: 1.0006, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.3415, root_relative_squared_error: 1.0001, scimark_benchmark: 932.3943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9411, kappa: 0.7472, kb_relative_information_score: 247.2544, mean_absolute_error: 0.1172, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9411, predictive_accuracy: 0.9411, prior_entropy: 0.5744, recall: 0.9411, relative_absolute_error: 0.5001, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.6223, scimark_benchmark: 911.0478, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8028, kb_relative_information_score: 127.6793, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.7487, predictive_accuracy: 0.8653, prior_entropy: 0.5744, recall: 0.8653, relative_absolute_error: 0.5751, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.3671, root_relative_squared_error: 1.075, scimark_benchmark: 933.8635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9221, f_measure: 0.9232, kappa: 0.6661, kb_relative_information_score: 275.0541, mean_absolute_error: 0.0861, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9224, predictive_accuracy: 0.9242, prior_entropy: 0.5744, recall: 0.9242, relative_absolute_error: 0.3676, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.6456, scimark_benchmark: 904.3001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9467, f_measure: 0.9308, kappa: 0.704, kb_relative_information_score: -706.9718, mean_absolute_error: 0.3544, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.931, predictive_accuracy: 0.9305, prior_entropy: 0.5744, recall: 0.9305, relative_absolute_error: 1.5125, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.3631, root_relative_squared_error: 1.0633, scimark_benchmark: 947.9494, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8028, kb_relative_information_score: -19.755, mean_absolute_error: 0.208, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.7487, predictive_accuracy: 0.8653, prior_entropy: 0.5744, recall: 0.8653, relative_absolute_error: 0.8879, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.8937, scimark_benchmark: 901.0726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8206, f_measure: 0.9176, kappa: 0.6455, kb_relative_information_score: 262.0334, mean_absolute_error: 0.0821, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9174, predictive_accuracy: 0.9179, prior_entropy: 0.5744, recall: 0.9179, relative_absolute_error: 0.3505, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2865, root_relative_squared_error: 0.8392, scimark_benchmark: 941.7954, usercpu_time_millis: 300, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 260,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8028, kb_relative_information_score: 127.6793, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.7487, predictive_accuracy: 0.8653, prior_entropy: 0.5744, recall: 0.8653, relative_absolute_error: 0.5751, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.3671, root_relative_squared_error: 1.075, scimark_benchmark: 941.8057, usercpu_time_millis: 50, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8813, f_measure: 0.9391, kappa: 0.7399, kb_relative_information_score: 318.8411, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9394, predictive_accuracy: 0.9389, prior_entropy: 0.5744, recall: 0.9389, relative_absolute_error: 0.257, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2443, root_relative_squared_error: 0.7155, scimark_benchmark: 945.3151, usercpu_time_millis: 150, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8819, f_measure: 0.9395, kappa: 0.7432, kb_relative_information_score: 316.3196, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9403, predictive_accuracy: 0.9389, prior_entropy: 0.5744, recall: 0.9389, relative_absolute_error: 0.2588, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2456, root_relative_squared_error: 0.7193, scimark_benchmark: 770.3451, usercpu_time_millis: 270, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9457, f_measure: 0.9298, kappa: 0.696, kb_relative_information_score: 303.764, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9292, predictive_accuracy: 0.9305, prior_entropy: 0.5744, recall: 0.9305, relative_absolute_error: 0.2829, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2468, root_relative_squared_error: 0.723, scimark_benchmark: 927.0753, usercpu_time_millis: 280, usercpu_time_millis_training: 280,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9721, f_measure: 0.9426, kappa: 0.7513, kb_relative_information_score: 320.7153, mean_absolute_error: 0.0611, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9421, predictive_accuracy: 0.9432, prior_entropy: 0.5744, recall: 0.9432, relative_absolute_error: 0.2609, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.6204, scimark_benchmark: 902.4773, usercpu_time_millis: 70, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9506, f_measure: 0.9326, kappa: 0.7111, kb_relative_information_score: 302.5746, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 0.5744, recall: 0.9326, relative_absolute_error: 0.339, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2026, root_relative_squared_error: 0.5933, scimark_benchmark: 904.3001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8028, kb_relative_information_score: 127.6793, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.7487, predictive_accuracy: 0.8653, prior_entropy: 0.5744, recall: 0.8653, relative_absolute_error: 0.5751, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.3671, root_relative_squared_error: 1.075, scimark_benchmark: 917.7039, usercpu_time_millis: 60, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9312, f_measure: 0.9513, kappa: 0.7992, kb_relative_information_score: 342.6459, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9551, predictive_accuracy: 0.9495, prior_entropy: 0.5744, recall: 0.9495, relative_absolute_error: 0.2157, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2248, root_relative_squared_error: 0.6583, scimark_benchmark: 945.0164, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.946, build_cpu_time: 0.6552, build_memory: 258814051.3684, f_measure: 0.9488, kappa: 0.7869, kb_relative_information_score: 301.2574, mean_absolute_error: 0.079, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9514, predictive_accuracy: 0.9474, prior_entropy: 0.5744, recall: 0.9474, relative_absolute_error: 0.3371, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.6118, scimark_benchmark: 940.2036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9461, build_cpu_time: 0.5214, build_memory: 726717025.1621, f_measure: 0.9488, kappa: 0.7869, kb_relative_information_score: 300.869, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9514, predictive_accuracy: 0.9474, prior_entropy: 0.5744, recall: 0.9474, relative_absolute_error: 0.339, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.6148, scimark_benchmark: 916.3022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9457, build_cpu_time: 0.3514, build_memory: 966509068.48, f_measure: 0.9485, kappa: 0.7842, kb_relative_information_score: 297.1947, mean_absolute_error: 0.0813, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9504, predictive_accuracy: 0.9474, prior_entropy: 0.5744, recall: 0.9474, relative_absolute_error: 0.3469, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.6114, scimark_benchmark: 927.1482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9444, build_cpu_time: 0.1647, build_memory: 1118935036.3621, f_measure: 0.9532, kappa: 0.8064, kb_relative_information_score: 300.2513, mean_absolute_error: 0.0808, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9565, predictive_accuracy: 0.9516, prior_entropy: 0.5744, recall: 0.9516, relative_absolute_error: 0.3447, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.206, root_relative_squared_error: 0.6033, scimark_benchmark: 947.2691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9565, build_cpu_time: 0.0111, build_memory: 738471101.0358, f_measure: 0.9374, kappa: 0.7255, kb_relative_information_score: 312.6199, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9367, predictive_accuracy: 0.9389, prior_entropy: 0.5744, recall: 0.9389, relative_absolute_error: 0.2849, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2286, root_relative_squared_error: 0.6695, scimark_benchmark: 918.7639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.953, build_cpu_time: 0.0222, build_memory: 229397079.8147, f_measure: 0.9374, kappa: 0.7255, kb_relative_information_score: 313.0973, mean_absolute_error: 0.0645, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9367, predictive_accuracy: 0.9389, prior_entropy: 0.5744, recall: 0.9389, relative_absolute_error: 0.2754, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.235, root_relative_squared_error: 0.6883, scimark_benchmark: 925.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9547, build_cpu_time: 0.0248, build_memory: 221828891.2842, f_measure: 0.9398, kappa: 0.7368, kb_relative_information_score: 316.2364, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9392, predictive_accuracy: 0.9411, prior_entropy: 0.5744, recall: 0.9411, relative_absolute_error: 0.2594, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2297, root_relative_squared_error: 0.6728, scimark_benchmark: 936.5273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9553, build_cpu_time: 0.0344, build_memory: 1131311290.8463, f_measure: 0.9379, kappa: 0.7292, kb_relative_information_score: 317.8298, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9372, predictive_accuracy: 0.9389, prior_entropy: 0.5744, recall: 0.9389, relative_absolute_error: 0.2605, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.679, scimark_benchmark: 918.9027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9553, build_cpu_time: 0.0324, build_memory: 127152181.0695, f_measure: 0.9379, kappa: 0.7292, kb_relative_information_score: 317.8298, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9372, predictive_accuracy: 0.9389, prior_entropy: 0.5744, recall: 0.9389, relative_absolute_error: 0.2605, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.679, scimark_benchmark: 943.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7986, build_cpu_time: 0.0068, build_memory: 569348305.4147, f_measure: 0.9116, kappa: 0.6119, kb_relative_information_score: 244.0123, mean_absolute_error: 0.0875, mean_prior_absolute_error: 0.2343, number_of_instances: 475, precision: 0.9101, predictive_accuracy: 0.9137, prior_entropy: 0.5744, recall: 0.9137, relative_absolute_error: 0.3737, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2898, root_relative_squared_error: 0.8486, scimark_benchmark: 877.9084,

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