Task
Supervised Classification on breast-cancer

Supervised Classification on breast-cancer

Task 243 Supervised Classification breast-cancer 325 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

325 Runs

Fetching data
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6376, build_cpu_time: 0.001, build_memory: 874620360, f_measure: 0.6843, kappa: 0.2786, kb_relative_information_score: 18.6971, mean_absolute_error: 0.3554, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.7, predictive_accuracy: 0.7128, prior_entropy: 0.8796, recall: 0.7128, relative_absolute_error: 0.8156, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4652, root_relative_squared_error: 0.978, scimark_benchmark: 947.4797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6376, build_cpu_time: 0.001, build_memory: 1877862344, f_measure: 0.6843, kappa: 0.2786, kb_relative_information_score: 18.6971, mean_absolute_error: 0.3554, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.7, predictive_accuracy: 0.7128, prior_entropy: 0.8796, recall: 0.7128, relative_absolute_error: 0.8156, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4652, root_relative_squared_error: 0.978, scimark_benchmark: 918.2811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6676, build_cpu_time: 0.01, build_memory: 2397715928, f_measure: 0.6213, kappa: 0.1475, kb_relative_information_score: 15.6797, mean_absolute_error: 0.3686, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6597, predictive_accuracy: 0.6809, prior_entropy: 0.8796, recall: 0.6809, relative_absolute_error: 0.846, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4536, root_relative_squared_error: 0.9536, scimark_benchmark: 940.4387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7049, build_cpu_time: 0.058, build_memory: 459427544, f_measure: 0.6551, kappa: 0.2185, kb_relative_information_score: 15.5725, mean_absolute_error: 0.3692, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6935, predictive_accuracy: 0.7021, prior_entropy: 0.8796, recall: 0.7021, relative_absolute_error: 0.8473, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4569, root_relative_squared_error: 0.9605, scimark_benchmark: 940.6718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6749, build_cpu_time: 0.121, build_memory: 333849456, f_measure: 0.6385, kappa: 0.1833, kb_relative_information_score: 15.3099, mean_absolute_error: 0.3689, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6775, predictive_accuracy: 0.6915, prior_entropy: 0.8796, recall: 0.6915, relative_absolute_error: 0.8466, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4573, root_relative_squared_error: 0.9613, scimark_benchmark: 942.1223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.662, build_cpu_time: 0.722, build_memory: 1873405216, f_measure: 0.6385, kappa: 0.1833, kb_relative_information_score: 16.6448, mean_absolute_error: 0.3623, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6775, predictive_accuracy: 0.6915, prior_entropy: 0.8796, recall: 0.6915, relative_absolute_error: 0.8315, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4587, root_relative_squared_error: 0.9642, scimark_benchmark: 946.8775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6351, build_cpu_time: 0.046, build_memory: 1521892616, f_measure: 0.6884, kappa: 0.296, kb_relative_information_score: 19.6313, mean_absolute_error: 0.3552, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.7553, predictive_accuracy: 0.734, prior_entropy: 0.8796, recall: 0.734, relative_absolute_error: 0.8153, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4522, root_relative_squared_error: 0.9507, scimark_benchmark: 937.0312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5965, build_cpu_time: 0.024, build_memory: 1321571856, f_measure: 0.6321, kappa: 0.1612, kb_relative_information_score: 13.7723, mean_absolute_error: 0.3575, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6273, predictive_accuracy: 0.6489, prior_entropy: 0.8796, recall: 0.6489, relative_absolute_error: 0.8204, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5795, root_relative_squared_error: 1.2181, scimark_benchmark: 909.9339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.593, build_cpu_time: 0.036, build_memory: 761295040, f_measure: 0.6609, kappa: 0.2251, kb_relative_information_score: 24.51, mean_absolute_error: 0.3137, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6714, predictive_accuracy: 0.6915, prior_entropy: 0.8796, recall: 0.6915, relative_absolute_error: 0.7198, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5372, root_relative_squared_error: 1.1293, scimark_benchmark: 945.6653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5895, build_cpu_time: 0.054, build_memory: 1000435776, f_measure: 0.6494, kappa: 0.199, kb_relative_information_score: 19.6287, mean_absolute_error: 0.3318, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6482, predictive_accuracy: 0.6702, prior_entropy: 0.8796, recall: 0.6702, relative_absolute_error: 0.7615, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5525, root_relative_squared_error: 1.1615, scimark_benchmark: 942.4851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6235, build_cpu_time: 0.209, build_memory: 201291024, f_measure: 0.6695, kappa: 0.2454, kb_relative_information_score: 25.883, mean_absolute_error: 0.3042, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6863, predictive_accuracy: 0.7021, prior_entropy: 0.8796, recall: 0.7021, relative_absolute_error: 0.698, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5358, root_relative_squared_error: 1.1263, scimark_benchmark: 934.1739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6255, build_cpu_time: 23.394, build_memory: 434936528, f_measure: 0.5886, kappa: 0.0707, kb_relative_information_score: 13.5802, mean_absolute_error: 0.3618, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.5998, predictive_accuracy: 0.6489, prior_entropy: 0.8796, recall: 0.6489, relative_absolute_error: 0.8304, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4826, root_relative_squared_error: 1.0145, scimark_benchmark: 945.8425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6139, build_cpu_time: 12.611, build_memory: 162006584, f_measure: 0.6213, kappa: 0.1475, kb_relative_information_score: 13.3605, mean_absolute_error: 0.3624, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6597, predictive_accuracy: 0.6809, prior_entropy: 0.8796, recall: 0.6809, relative_absolute_error: 0.8317, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4835, root_relative_squared_error: 1.0164, scimark_benchmark: 943.992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6265, build_cpu_time: 7.805, build_memory: 122805752, f_measure: 0.6225, kappa: 0.1424, kb_relative_information_score: 14.9047, mean_absolute_error: 0.3569, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6393, predictive_accuracy: 0.6702, prior_entropy: 0.8796, recall: 0.6702, relative_absolute_error: 0.8191, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4797, root_relative_squared_error: 1.0085, scimark_benchmark: 804.236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6079, build_cpu_time: 3.973, build_memory: 19043472, f_measure: 0.6466, kappa: 0.2044, kb_relative_information_score: 14.2848, mean_absolute_error: 0.3606, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.7016, predictive_accuracy: 0.7021, prior_entropy: 0.8796, recall: 0.7021, relative_absolute_error: 0.8275, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4835, root_relative_squared_error: 1.0165, scimark_benchmark: 941.5509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6487, build_cpu_time: 1.08, build_memory: 75792096, f_measure: 0.6469, kappa: 0.1978, kb_relative_information_score: 16.4453, mean_absolute_error: 0.3506, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6736, predictive_accuracy: 0.6915, prior_entropy: 0.8796, recall: 0.6915, relative_absolute_error: 0.8047, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4791, root_relative_squared_error: 1.0071, scimark_benchmark: 813.0234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6941, build_cpu_time: 0.001, build_memory: 1924074984, f_measure: 0.6884, kappa: 0.296, kb_relative_information_score: 17.1923, mean_absolute_error: 0.3637, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.7553, predictive_accuracy: 0.734, prior_entropy: 0.8796, recall: 0.734, relative_absolute_error: 0.8346, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4479, root_relative_squared_error: 0.9416, scimark_benchmark: 942.6348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.692, build_cpu_time: 0.004, build_memory: 35366624, f_measure: 0.6884, kappa: 0.296, kb_relative_information_score: 15.9641, mean_absolute_error: 0.3664, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.7553, predictive_accuracy: 0.734, prior_entropy: 0.8796, recall: 0.734, relative_absolute_error: 0.841, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4502, root_relative_squared_error: 0.9465, scimark_benchmark: 941.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6809, build_cpu_time: 0.007, build_memory: 1058966464, f_measure: 0.6547, kappa: 0.2257, kb_relative_information_score: 16.012, mean_absolute_error: 0.3665, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.7304, predictive_accuracy: 0.7128, prior_entropy: 0.8796, recall: 0.7128, relative_absolute_error: 0.8412, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4518, root_relative_squared_error: 0.9497, scimark_benchmark: 929.2431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6809, build_cpu_time: 0.01, build_memory: 25374432, f_measure: 0.6547, kappa: 0.2257, kb_relative_information_score: 16.012, mean_absolute_error: 0.3665, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.7304, predictive_accuracy: 0.7128, prior_entropy: 0.8796, recall: 0.7128, relative_absolute_error: 0.8412, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4518, root_relative_squared_error: 0.9497, scimark_benchmark: 939.0518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6714, build_cpu_time: 0.011, build_memory: 439011072, f_measure: 0.6547, kappa: 0.2257, kb_relative_information_score: 15.1248, mean_absolute_error: 0.3692, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.7304, predictive_accuracy: 0.7128, prior_entropy: 0.8796, recall: 0.7128, relative_absolute_error: 0.8474, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4561, root_relative_squared_error: 0.9587, scimark_benchmark: 941.0301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6724, build_cpu_time: 0.021, build_memory: 701379848, f_measure: 0.6547, kappa: 0.2257, kb_relative_information_score: 14.7646, mean_absolute_error: 0.3702, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.7304, predictive_accuracy: 0.7128, prior_entropy: 0.8796, recall: 0.7128, relative_absolute_error: 0.8496, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4557, root_relative_squared_error: 0.958, scimark_benchmark: 945.5575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6104, build_cpu_time: 488.575, build_memory: 588380088, f_measure: 0.6145, kappa: 0.1225, kb_relative_information_score: 17.2134, mean_absolute_error: 0.3479, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6237, predictive_accuracy: 0.6596, prior_entropy: 0.8796, recall: 0.6596, relative_absolute_error: 0.7983, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4933, root_relative_squared_error: 1.037, scimark_benchmark: 941.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6053, build_cpu_time: 224.844, build_memory: 48664800, f_measure: 0.6781, kappa: 0.2661, kb_relative_information_score: 18.246, mean_absolute_error: 0.3444, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.7028, predictive_accuracy: 0.7128, prior_entropy: 0.8796, recall: 0.7128, relative_absolute_error: 0.7903, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.492, root_relative_squared_error: 1.0343, scimark_benchmark: 944.6023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6724, build_cpu_time: 0.013, build_memory: 433507928, f_measure: 0.6543, kappa: 0.2117, kb_relative_information_score: 21.5475, mean_absolute_error: 0.3388, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6718, predictive_accuracy: 0.6915, prior_entropy: 0.8796, recall: 0.6915, relative_absolute_error: 0.7775, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4834, root_relative_squared_error: 1.0163, scimark_benchmark: 939.6798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6724, build_cpu_time: 0.014, build_memory: 697356728, f_measure: 0.6543, kappa: 0.2117, kb_relative_information_score: 21.5475, mean_absolute_error: 0.3388, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6718, predictive_accuracy: 0.6915, prior_entropy: 0.8796, recall: 0.6915, relative_absolute_error: 0.7775, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4834, root_relative_squared_error: 1.0163, scimark_benchmark: 941.5045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5688, build_cpu_time: 0.005, build_memory: 817988728, f_measure: 0.6066, kappa: 0.103, kb_relative_information_score: 11.3757, mean_absolute_error: 0.3684, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6097, predictive_accuracy: 0.6489, prior_entropy: 0.8796, recall: 0.6489, relative_absolute_error: 0.8454, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5938, root_relative_squared_error: 1.2482, scimark_benchmark: 937.6369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5688, build_cpu_time: 0.005, build_memory: 840626480, f_measure: 0.6066, kappa: 0.103, kb_relative_information_score: 11.3757, mean_absolute_error: 0.3684, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6097, predictive_accuracy: 0.6489, prior_entropy: 0.8796, recall: 0.6489, relative_absolute_error: 0.8454, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5938, root_relative_squared_error: 1.2482, scimark_benchmark: 939.6798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5688, build_cpu_time: 0.006, build_memory: 1082001936, f_measure: 0.6066, kappa: 0.103, kb_relative_information_score: 11.3757, mean_absolute_error: 0.3684, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6097, predictive_accuracy: 0.6489, prior_entropy: 0.8796, recall: 0.6489, relative_absolute_error: 0.8454, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5938, root_relative_squared_error: 1.2482, scimark_benchmark: 927.7693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5688, build_cpu_time: 0.005, build_memory: 371346432, f_measure: 0.6066, kappa: 0.103, kb_relative_information_score: 11.3757, mean_absolute_error: 0.3684, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6097, predictive_accuracy: 0.6489, prior_entropy: 0.8796, recall: 0.6489, relative_absolute_error: 0.8454, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5938, root_relative_squared_error: 1.2482, scimark_benchmark: 932.5791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6361, build_cpu_time: 0.227, build_memory: 254680216, f_measure: 0.6145, kappa: 0.1225, kb_relative_information_score: 13.0855, mean_absolute_error: 0.3716, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6237, predictive_accuracy: 0.6596, prior_entropy: 0.8796, recall: 0.6596, relative_absolute_error: 0.8528, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4708, root_relative_squared_error: 0.9897, scimark_benchmark: 910.9043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6356, build_cpu_time: 0.005, build_memory: 120395112, f_measure: 0.6385, kappa: 0.1833, kb_relative_information_score: 22.7078, mean_absolute_error: 0.325, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6775, predictive_accuracy: 0.6915, prior_entropy: 0.8796, recall: 0.6915, relative_absolute_error: 0.7459, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.509, root_relative_squared_error: 1.07, scimark_benchmark: 943.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6356, build_cpu_time: 0.006, build_memory: 682095000, f_measure: 0.6385, kappa: 0.1833, kb_relative_information_score: 22.7078, mean_absolute_error: 0.325, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6775, predictive_accuracy: 0.6915, prior_entropy: 0.8796, recall: 0.6915, relative_absolute_error: 0.7459, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.509, root_relative_squared_error: 1.07, scimark_benchmark: 942.4281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6454, build_cpu_time: 0.005, build_memory: 1076915856, f_measure: 0.6712, kappa: 0.2531, kb_relative_information_score: 23.6967, mean_absolute_error: 0.3205, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.708, predictive_accuracy: 0.7128, prior_entropy: 0.8796, recall: 0.7128, relative_absolute_error: 0.7355, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5021, root_relative_squared_error: 1.0554, scimark_benchmark: 940.6012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6618, build_cpu_time: 0.586, build_memory: 772570248, f_measure: 0.6035, kappa: 0.111, kb_relative_information_score: 14.4664, mean_absolute_error: 0.3653, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6392, predictive_accuracy: 0.6702, prior_entropy: 0.8796, recall: 0.6702, relative_absolute_error: 0.8383, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4612, root_relative_squared_error: 0.9696, scimark_benchmark: 942.4281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6336, build_cpu_time: 0.329, build_memory: 3143075976, f_measure: 0.6035, kappa: 0.111, kb_relative_information_score: 13.4185, mean_absolute_error: 0.3693, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6392, predictive_accuracy: 0.6702, prior_entropy: 0.8796, recall: 0.6702, relative_absolute_error: 0.8475, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4741, root_relative_squared_error: 0.9966, scimark_benchmark: 947.2295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6391, build_cpu_time: 0.502, build_memory: 1029896808, f_measure: 0.5922, kappa: 0.0945, kb_relative_information_score: 13.1995, mean_absolute_error: 0.3712, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6418, predictive_accuracy: 0.6702, prior_entropy: 0.8796, recall: 0.6702, relative_absolute_error: 0.8518, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4753, root_relative_squared_error: 0.9992, scimark_benchmark: 920.7382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6421, build_cpu_time: 0.857, build_memory: 658737936, f_measure: 0.611, kappa: 0.1318, kb_relative_information_score: 13.0603, mean_absolute_error: 0.3709, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6653, predictive_accuracy: 0.6809, prior_entropy: 0.8796, recall: 0.6809, relative_absolute_error: 0.8511, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4739, root_relative_squared_error: 0.9962, scimark_benchmark: 922.9897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6336, build_cpu_time: 2.34, build_memory: 626962152, f_measure: 0.5922, kappa: 0.0945, kb_relative_information_score: 12.2358, mean_absolute_error: 0.3733, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6418, predictive_accuracy: 0.6702, prior_entropy: 0.8796, recall: 0.6702, relative_absolute_error: 0.8568, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4754, root_relative_squared_error: 0.9994, scimark_benchmark: 944.368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6336, build_cpu_time: 2.423, build_memory: 1247977104, f_measure: 0.5922, kappa: 0.0945, kb_relative_information_score: 12.2358, mean_absolute_error: 0.3733, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6418, predictive_accuracy: 0.6702, prior_entropy: 0.8796, recall: 0.6702, relative_absolute_error: 0.8568, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4754, root_relative_squared_error: 0.9994, scimark_benchmark: 945.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6386, build_cpu_time: 5.089, build_memory: 901681032, f_measure: 0.5922, kappa: 0.0945, kb_relative_information_score: 11.9554, mean_absolute_error: 0.3744, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6418, predictive_accuracy: 0.6702, prior_entropy: 0.8796, recall: 0.6702, relative_absolute_error: 0.8592, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4746, root_relative_squared_error: 0.9978, scimark_benchmark: 941.3608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6273, build_cpu_time: 0.039, build_memory: 2722751776, f_measure: 0.5886, kappa: 0.0707, kb_relative_information_score: 11.1225, mean_absolute_error: 0.3728, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.5998, predictive_accuracy: 0.6489, prior_entropy: 0.8796, recall: 0.6489, relative_absolute_error: 0.8556, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4806, root_relative_squared_error: 1.0103, scimark_benchmark: 941.3608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6404, build_cpu_time: 0.032, build_memory: 75803136, f_measure: 0.5886, kappa: 0.0707, kb_relative_information_score: 12.0367, mean_absolute_error: 0.3705, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.5998, predictive_accuracy: 0.6489, prior_entropy: 0.8796, recall: 0.6489, relative_absolute_error: 0.8502, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.479, root_relative_squared_error: 1.007, scimark_benchmark: 946.5543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6434, build_cpu_time: 0.004, build_memory: 457744264, f_measure: 0.6438, kappa: 0.1856, kb_relative_information_score: 14.6175, mean_absolute_error: 0.3594, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6453, predictive_accuracy: 0.6702, prior_entropy: 0.8796, recall: 0.6702, relative_absolute_error: 0.8248, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4799, root_relative_squared_error: 1.0089, scimark_benchmark: 941.5201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6006, build_cpu_time: 0.023, build_memory: 1369850776, f_measure: 0.5993, kappa: 0.1154, kb_relative_information_score: 9.0003, mean_absolute_error: 0.388, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6767, predictive_accuracy: 0.6809, prior_entropy: 0.8796, recall: 0.6809, relative_absolute_error: 0.8904, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4841, root_relative_squared_error: 1.0177, scimark_benchmark: 941.5201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6298, build_cpu_time: 0.035, build_memory: 1479329584, f_measure: 0.611, kappa: 0.1318, kb_relative_information_score: 10.7494, mean_absolute_error: 0.3823, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6653, predictive_accuracy: 0.6809, prior_entropy: 0.8796, recall: 0.6809, relative_absolute_error: 0.8775, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4776, root_relative_squared_error: 1.0039, scimark_benchmark: 947.4258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6399, build_cpu_time: 0.069, build_memory: 1086600376, f_measure: 0.5993, kappa: 0.1154, kb_relative_information_score: 11.0688, mean_absolute_error: 0.3817, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6767, predictive_accuracy: 0.6809, prior_entropy: 0.8796, recall: 0.6809, relative_absolute_error: 0.876, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4747, root_relative_squared_error: 0.998, scimark_benchmark: 939.8999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6399, build_cpu_time: 0.067, build_memory: 862259440, f_measure: 0.5993, kappa: 0.1154, kb_relative_information_score: 11.0688, mean_absolute_error: 0.3817, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6767, predictive_accuracy: 0.6809, prior_entropy: 0.8796, recall: 0.6809, relative_absolute_error: 0.876, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4747, root_relative_squared_error: 0.998, scimark_benchmark: 946.5993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6454, build_cpu_time: 0.134, build_memory: 2278033992, f_measure: 0.5922, kappa: 0.0945, kb_relative_information_score: 11.0584, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6418, predictive_accuracy: 0.6702, prior_entropy: 0.8796, recall: 0.6702, relative_absolute_error: 0.8766, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.473, root_relative_squared_error: 0.9943, scimark_benchmark: 938.5838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6074, build_cpu_time: 3.131, build_memory: 694096088, f_measure: 0.6305, kappa: 0.1573, kb_relative_information_score: 18.2213, mean_absolute_error: 0.3414, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6408, predictive_accuracy: 0.6702, prior_entropy: 0.8796, recall: 0.6702, relative_absolute_error: 0.7836, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5089, root_relative_squared_error: 1.0699, scimark_benchmark: 944.9156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6074, build_cpu_time: 1.728, build_memory: 3106675552, f_measure: 0.6386, kappa: 0.1774, kb_relative_information_score: 18.9469, mean_absolute_error: 0.3399, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6562, predictive_accuracy: 0.6809, prior_entropy: 0.8796, recall: 0.6809, relative_absolute_error: 0.7801, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5081, root_relative_squared_error: 1.0681, scimark_benchmark: 943.8315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6074, build_cpu_time: 1.871, build_memory: 1495787384, f_measure: 0.6386, kappa: 0.1774, kb_relative_information_score: 18.9469, mean_absolute_error: 0.3399, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6562, predictive_accuracy: 0.6809, prior_entropy: 0.8796, recall: 0.6809, relative_absolute_error: 0.7801, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5081, root_relative_squared_error: 1.0681, scimark_benchmark: 937.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6159, build_cpu_time: 0.72, build_memory: 639885712, f_measure: 0.6305, kappa: 0.1627, kb_relative_information_score: 19.992, mean_absolute_error: 0.3351, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6571, predictive_accuracy: 0.6809, prior_entropy: 0.8796, recall: 0.6809, relative_absolute_error: 0.7691, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5053, root_relative_squared_error: 1.0621, scimark_benchmark: 916.7338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6081, build_cpu_time: 0.369, build_memory: 1136162744, f_measure: 0.6385, kappa: 0.1833, kb_relative_information_score: 19.5998, mean_absolute_error: 0.3378, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6775, predictive_accuracy: 0.6915, prior_entropy: 0.8796, recall: 0.6915, relative_absolute_error: 0.7752, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5114, root_relative_squared_error: 1.075, scimark_benchmark: 946.5567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6081, build_cpu_time: 0.229, build_memory: 1127771344, f_measure: 0.6385, kappa: 0.1833, kb_relative_information_score: 18.5392, mean_absolute_error: 0.3394, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6775, predictive_accuracy: 0.6915, prior_entropy: 0.8796, recall: 0.6915, relative_absolute_error: 0.7788, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5154, root_relative_squared_error: 1.0835, scimark_benchmark: 936.5169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6081, build_cpu_time: 0.218, build_memory: 332516408, f_measure: 0.6385, kappa: 0.1833, kb_relative_information_score: 18.5392, mean_absolute_error: 0.3394, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6775, predictive_accuracy: 0.6915, prior_entropy: 0.8796, recall: 0.6915, relative_absolute_error: 0.7788, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5154, root_relative_squared_error: 1.0835, scimark_benchmark: 941.7372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.682, build_memory: 279807368, f_measure: 0.6543, kappa: 0.2117, kb_relative_information_score: 21.0564, mean_absolute_error: 0.3398, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6718, predictive_accuracy: 0.6915, prior_entropy: 0.8796, recall: 0.6915, relative_absolute_error: 0.7798, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4885, root_relative_squared_error: 1.027, scimark_benchmark: 947.7747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, build_memory: 376461360, f_measure: 0.5243, kb_relative_information_score: 1.4012, mean_absolute_error: 0.4293, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.435, predictive_accuracy: 0.6596, prior_entropy: 0.8796, recall: 0.6596, relative_absolute_error: 0.9852, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4779, root_relative_squared_error: 1.0046, scimark_benchmark: 946.9694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5565, build_cpu_time: 0.019, build_memory: 117987704, f_measure: 0.5828, kappa: 0.0486, kb_relative_information_score: 6.8252, mean_absolute_error: 0.3907, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.5787, predictive_accuracy: 0.6277, prior_entropy: 0.8796, recall: 0.6277, relative_absolute_error: 0.8968, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5305, root_relative_squared_error: 1.1152, scimark_benchmark: 945.7844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.56, build_cpu_time: 0.036, build_memory: 115019328, f_measure: 0.6208, kappa: 0.133, kb_relative_information_score: 14.8889, mean_absolute_error: 0.3511, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6186, predictive_accuracy: 0.6489, prior_entropy: 0.8796, recall: 0.6489, relative_absolute_error: 0.8057, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5925, root_relative_squared_error: 1.2456, scimark_benchmark: 935.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5605, build_cpu_time: 0.023, build_memory: 1163349752, f_measure: 0.6223, kappa: 0.1376, kb_relative_information_score: 17.453, mean_absolute_error: 0.3404, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6268, predictive_accuracy: 0.6596, prior_entropy: 0.8796, recall: 0.6596, relative_absolute_error: 0.7813, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5835, root_relative_squared_error: 1.2265, scimark_benchmark: 943.1817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, build_cpu_time: 0.016, build_memory: 1114714448, f_measure: 0.5243, kb_relative_information_score: 17.453, mean_absolute_error: 0.3404, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.435, predictive_accuracy: 0.6596, prior_entropy: 0.8796, recall: 0.6596, relative_absolute_error: 0.7813, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5835, root_relative_squared_error: 1.2265, scimark_benchmark: 945.1738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6142, build_memory: 394143872, f_measure: 0.6466, kappa: 0.2044, kb_relative_information_score: 20.5685, mean_absolute_error: 0.3288, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.7016, predictive_accuracy: 0.7021, prior_entropy: 0.8796, recall: 0.7021, relative_absolute_error: 0.7547, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5213, root_relative_squared_error: 1.0959, scimark_benchmark: 892.0716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6235, build_cpu_time: 0.003, build_memory: 120786792, f_measure: 0.6781, kappa: 0.2661, kb_relative_information_score: 15.9153, mean_absolute_error: 0.371, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.7028, predictive_accuracy: 0.7128, prior_entropy: 0.8796, recall: 0.7128, relative_absolute_error: 0.8515, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4551, root_relative_squared_error: 0.9567, scimark_benchmark: 936.8525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6305, build_cpu_time: 0.029, build_memory: 1156210728, f_measure: 0.5779, kappa: 0.0537, kb_relative_information_score: 11.5145, mean_absolute_error: 0.3722, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.5936, predictive_accuracy: 0.6489, prior_entropy: 0.8796, recall: 0.6489, relative_absolute_error: 0.8541, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4822, root_relative_squared_error: 1.0137, scimark_benchmark: 892.0716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6704, build_cpu_time: 0.005, build_memory: 1591785568, f_measure: 0.6459, kappa: 0.1915, kb_relative_information_score: 19.0982, mean_absolute_error: 0.3441, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6566, predictive_accuracy: 0.6809, prior_entropy: 0.8796, recall: 0.6809, relative_absolute_error: 0.7897, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4918, root_relative_squared_error: 1.034, scimark_benchmark: 937.4673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6512, build_cpu_time: 0.025, build_memory: 38427136, f_measure: 0.6385, kappa: 0.1833, kb_relative_information_score: 23.5719, mean_absolute_error: 0.321, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6775, predictive_accuracy: 0.6915, prior_entropy: 0.8796, recall: 0.6915, relative_absolute_error: 0.7368, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5099, root_relative_squared_error: 1.0718, scimark_benchmark: 919.5281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6479, build_cpu_time: 0.375, build_memory: 129475600, f_measure: 0.6544, kappa: 0.212, kb_relative_information_score: 19.87, mean_absolute_error: 0.3312, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6514, predictive_accuracy: 0.6702, prior_entropy: 0.8796, recall: 0.6702, relative_absolute_error: 0.7601, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5392, root_relative_squared_error: 1.1334, scimark_benchmark: 937.4026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6258, build_cpu_time: 0.909, build_memory: 528263448, f_measure: 0.6459, kappa: 0.1915, kb_relative_information_score: 21.7264, mean_absolute_error: 0.3258, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6566, predictive_accuracy: 0.6809, prior_entropy: 0.8796, recall: 0.6809, relative_absolute_error: 0.7478, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5429, root_relative_squared_error: 1.1413, scimark_benchmark: 936.7073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6245, build_cpu_time: 1.046, build_memory: 1800468864, f_measure: 0.6609, kappa: 0.2251, kb_relative_information_score: 22.114, mean_absolute_error: 0.3239, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6714, predictive_accuracy: 0.6915, prior_entropy: 0.8796, recall: 0.6915, relative_absolute_error: 0.7434, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5427, root_relative_squared_error: 1.1409, scimark_benchmark: 940.0851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6245, build_cpu_time: 1.191, build_memory: 320628616, f_measure: 0.6609, kappa: 0.2251, kb_relative_information_score: 22.114, mean_absolute_error: 0.3239, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6714, predictive_accuracy: 0.6915, prior_entropy: 0.8796, recall: 0.6915, relative_absolute_error: 0.7434, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5427, root_relative_squared_error: 1.1409, scimark_benchmark: 874.6519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6235, build_cpu_time: 0.055, build_memory: 49527416, f_measure: 0.6291, kappa: 0.1684, kb_relative_information_score: 12.6083, mean_absolute_error: 0.3668, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6848, predictive_accuracy: 0.6915, prior_entropy: 0.8796, recall: 0.6915, relative_absolute_error: 0.8417, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4858, root_relative_squared_error: 1.0212, scimark_benchmark: 943.4024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6263, build_cpu_time: 0.03, build_memory: 12264152, f_measure: 0.6136, kappa: 0.127, kb_relative_information_score: 11.9297, mean_absolute_error: 0.369, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6386, predictive_accuracy: 0.6702, prior_entropy: 0.8796, recall: 0.6702, relative_absolute_error: 0.8469, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4803, root_relative_squared_error: 1.0097, scimark_benchmark: 923.8078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5789, build_cpu_time: 0.267, build_memory: 201648392, f_measure: 0.6385, kappa: 0.1833, kb_relative_information_score: 26.2616, mean_absolute_error: 0.3033, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6775, predictive_accuracy: 0.6915, prior_entropy: 0.8796, recall: 0.6915, relative_absolute_error: 0.696, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5483, root_relative_squared_error: 1.1526, scimark_benchmark: 934.2858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5789, build_cpu_time: 0.501, build_memory: 89302248, f_measure: 0.6385, kappa: 0.1833, kb_relative_information_score: 26.272, mean_absolute_error: 0.3032, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6775, predictive_accuracy: 0.6915, prior_entropy: 0.8796, recall: 0.6915, relative_absolute_error: 0.6959, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5482, root_relative_squared_error: 1.1525, scimark_benchmark: 923.3659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5499, build_cpu_time: 0.019, build_memory: 546058136, f_measure: 0.6042, kappa: 0.0957, kb_relative_information_score: 8.2973, mean_absolute_error: 0.3786, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.5977, predictive_accuracy: 0.6277, prior_entropy: 0.8796, recall: 0.6277, relative_absolute_error: 0.869, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5916, root_relative_squared_error: 1.2436, scimark_benchmark: 908.2898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5499, build_cpu_time: 0.018, build_memory: 2036029504, f_measure: 0.6042, kappa: 0.0957, kb_relative_information_score: 8.2973, mean_absolute_error: 0.3786, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.5977, predictive_accuracy: 0.6277, prior_entropy: 0.8796, recall: 0.6277, relative_absolute_error: 0.869, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5916, root_relative_squared_error: 1.2436, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5499, build_cpu_time: 0.016, build_memory: 417431560, f_measure: 0.6042, kappa: 0.0957, kb_relative_information_score: 8.2973, mean_absolute_error: 0.3786, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.5977, predictive_accuracy: 0.6277, prior_entropy: 0.8796, recall: 0.6277, relative_absolute_error: 0.869, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5916, root_relative_squared_error: 1.2436, scimark_benchmark: 919.8064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5451, build_cpu_time: 0.016, build_memory: 121144656, f_measure: 0.6042, kappa: 0.0957, kb_relative_information_score: 8.4573, mean_absolute_error: 0.378, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.5977, predictive_accuracy: 0.6277, prior_entropy: 0.8796, recall: 0.6277, relative_absolute_error: 0.8676, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.591, root_relative_squared_error: 1.2423, scimark_benchmark: 917.4547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5733, build_cpu_time: 0.01, build_memory: 212966824, f_measure: 0.6141, kappa: 0.1182, kb_relative_information_score: 13.0123, mean_absolute_error: 0.362, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6142, predictive_accuracy: 0.6489, prior_entropy: 0.8796, recall: 0.6489, relative_absolute_error: 0.8309, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5681, root_relative_squared_error: 1.1942, scimark_benchmark: 902.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6179, build_cpu_time: 0.133, build_memory: 530777656, f_measure: 0.6469, kappa: 0.1978, kb_relative_information_score: 17.6964, mean_absolute_error: 0.3473, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6736, predictive_accuracy: 0.6915, prior_entropy: 0.8796, recall: 0.6915, relative_absolute_error: 0.7971, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4929, root_relative_squared_error: 1.0361, scimark_benchmark: 923.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6179, build_cpu_time: 0.03, build_memory: 938538888, f_measure: 0.6469, kappa: 0.1978, kb_relative_information_score: 17.6964, mean_absolute_error: 0.3473, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6736, predictive_accuracy: 0.6915, prior_entropy: 0.8796, recall: 0.6915, relative_absolute_error: 0.7971, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4929, root_relative_squared_error: 1.0361, scimark_benchmark: 906.6607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6179, build_cpu_time: 0.02, build_memory: 858980224, f_measure: 0.6469, kappa: 0.1978, kb_relative_information_score: 17.6964, mean_absolute_error: 0.3473, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6736, predictive_accuracy: 0.6915, prior_entropy: 0.8796, recall: 0.6915, relative_absolute_error: 0.7971, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4929, root_relative_squared_error: 1.0361, scimark_benchmark: 893.4088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5706, build_cpu_time: 3.041, build_memory: 248942832, f_measure: 0.6459, kappa: 0.1915, kb_relative_information_score: 21.8945, mean_absolute_error: 0.3231, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6566, predictive_accuracy: 0.6809, prior_entropy: 0.8796, recall: 0.6809, relative_absolute_error: 0.7416, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5408, root_relative_squared_error: 1.1368, scimark_benchmark: 938.1146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5592, build_cpu_time: 1.713, build_memory: 224208320, f_measure: 0.6386, kappa: 0.1774, kb_relative_information_score: 18.8809, mean_absolute_error: 0.3388, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6562, predictive_accuracy: 0.6809, prior_entropy: 0.8796, recall: 0.6809, relative_absolute_error: 0.7776, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5478, root_relative_squared_error: 1.1517, scimark_benchmark: 902.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6013, build_cpu_time: 0.449, build_memory: 94250112, f_measure: 0.6456, kappa: 0.1931, kb_relative_information_score: 10.0208, mean_absolute_error: 0.3756, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6413, predictive_accuracy: 0.6596, prior_entropy: 0.8796, recall: 0.6596, relative_absolute_error: 0.862, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5249, root_relative_squared_error: 1.1034, scimark_benchmark: 913.3372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5796, build_cpu_time: 2.962, build_memory: 2571353528, f_measure: 0.5987, kappa: 0.0837, kb_relative_information_score: 15.4912, mean_absolute_error: 0.345, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.5971, predictive_accuracy: 0.6383, prior_entropy: 0.8796, recall: 0.6383, relative_absolute_error: 0.7918, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5661, root_relative_squared_error: 1.19, scimark_benchmark: 924.2473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5801, build_cpu_time: 5.307, build_memory: 1488430848, f_measure: 0.5987, kappa: 0.0837, kb_relative_information_score: 14.0548, mean_absolute_error: 0.3513, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.5971, predictive_accuracy: 0.6383, prior_entropy: 0.8796, recall: 0.6383, relative_absolute_error: 0.8063, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5738, root_relative_squared_error: 1.2063, scimark_benchmark: 907.4175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5801, build_cpu_time: 5.538, build_memory: 119249376, f_measure: 0.5987, kappa: 0.0837, kb_relative_information_score: 14.0548, mean_absolute_error: 0.3513, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.5971, predictive_accuracy: 0.6383, prior_entropy: 0.8796, recall: 0.6383, relative_absolute_error: 0.8063, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5738, root_relative_squared_error: 1.2063, scimark_benchmark: 943.4163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5801, build_cpu_time: 6.077, build_memory: 164672040, f_measure: 0.5987, kappa: 0.0837, kb_relative_information_score: 14.0548, mean_absolute_error: 0.3513, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.5971, predictive_accuracy: 0.6383, prior_entropy: 0.8796, recall: 0.6383, relative_absolute_error: 0.8063, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5738, root_relative_squared_error: 1.2063, scimark_benchmark: 941.4456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5736, build_cpu_time: 9.876, build_memory: 32733240, f_measure: 0.6543, kappa: 0.2117, kb_relative_information_score: 24.6151, mean_absolute_error: 0.3116, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6718, predictive_accuracy: 0.6915, prior_entropy: 0.8796, recall: 0.6915, relative_absolute_error: 0.7152, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.541, root_relative_squared_error: 1.1372, scimark_benchmark: 915.8564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5857, build_cpu_time: 4.973, build_memory: 1040616624, f_measure: 0.6459, kappa: 0.1915, kb_relative_information_score: 23.1939, mean_absolute_error: 0.3157, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6566, predictive_accuracy: 0.6809, prior_entropy: 0.8796, recall: 0.6809, relative_absolute_error: 0.7246, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5428, root_relative_squared_error: 1.1411, scimark_benchmark: 942.3945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6041, build_cpu_time: 2.38, build_memory: 195194976, f_measure: 0.6459, kappa: 0.1915, kb_relative_information_score: 24.2272, mean_absolute_error: 0.3104, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6566, predictive_accuracy: 0.6809, prior_entropy: 0.8796, recall: 0.6809, relative_absolute_error: 0.7123, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5358, root_relative_squared_error: 1.1263, scimark_benchmark: 942.3919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6157, build_cpu_time: 1.389, build_memory: 965217000, f_measure: 0.6543, kappa: 0.2117, kb_relative_information_score: 25.4354, mean_absolute_error: 0.3112, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6718, predictive_accuracy: 0.6915, prior_entropy: 0.8796, recall: 0.6915, relative_absolute_error: 0.7143, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5262, root_relative_squared_error: 1.1061, scimark_benchmark: 940.3132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6434, build_cpu_time: 1.051, build_memory: 43637088, f_measure: 0.6755, kappa: 0.2582, kb_relative_information_score: 24.8987, mean_absolute_error: 0.3108, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.6854, predictive_accuracy: 0.7021, prior_entropy: 0.8796, recall: 0.7021, relative_absolute_error: 0.7132, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.4984, root_relative_squared_error: 1.0478, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5509, build_cpu_time: 0.009, build_memory: 579133984, f_measure: 0.5828, kappa: 0.0486, kb_relative_information_score: 4.3773, mean_absolute_error: 0.3975, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.5787, predictive_accuracy: 0.6277, prior_entropy: 0.8796, recall: 0.6277, relative_absolute_error: 0.9122, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5352, root_relative_squared_error: 1.125, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5509, build_cpu_time: 0.007, build_memory: 677189344, f_measure: 0.5828, kappa: 0.0486, kb_relative_information_score: 4.3773, mean_absolute_error: 0.3975, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.5787, predictive_accuracy: 0.6277, prior_entropy: 0.8796, recall: 0.6277, relative_absolute_error: 0.9122, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5352, root_relative_squared_error: 1.125, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5509, build_cpu_time: 0.006, build_memory: 2361414472, f_measure: 0.5828, kappa: 0.0486, kb_relative_information_score: 4.3773, mean_absolute_error: 0.3975, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.5787, predictive_accuracy: 0.6277, prior_entropy: 0.8796, recall: 0.6277, relative_absolute_error: 0.9122, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5352, root_relative_squared_error: 1.125, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5509, build_cpu_time: 0.006, build_memory: 1406456000, f_measure: 0.5828, kappa: 0.0486, kb_relative_information_score: 4.3773, mean_absolute_error: 0.3975, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.5787, predictive_accuracy: 0.6277, prior_entropy: 0.8796, recall: 0.6277, relative_absolute_error: 0.9122, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5352, root_relative_squared_error: 1.125, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5509, build_cpu_time: 0.006, build_memory: 1665714760, f_measure: 0.5828, kappa: 0.0486, kb_relative_information_score: 4.3773, mean_absolute_error: 0.3975, mean_prior_absolute_error: 0.4357, number_of_instances: 94, precision: 0.5787, predictive_accuracy: 0.6277, prior_entropy: 0.8796, recall: 0.6277, relative_absolute_error: 0.9122, root_mean_prior_squared_error: 0.4757, root_mean_squared_error: 0.5352, root_relative_squared_error: 1.125, scimark_benchmark: 908.8705,

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