Task
Supervised Classification on hypothyroid

Supervised Classification on hypothyroid

Task 3011 Supervised Classification hypothyroid 401 runs submitted
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  • study_1 study_107 study_41 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, build_cpu_time: 0.3989, build_memory: 292136937.5207, f_measure: 0.995, kappa: 0.9674, kb_relative_information_score: 3540.2687, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9948, predictive_accuracy: 0.9952, prior_entropy: 0.4715, recall: 0.9952, relative_absolute_error: 0.0481, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0412, root_relative_squared_error: 0.2163, scimark_benchmark: 933.9262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, build_cpu_time: 0.9723, build_memory: 4200151291.4337, f_measure: 0.9955, kappa: 0.9709, kb_relative_information_score: 3551.4222, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9953, predictive_accuracy: 0.9958, prior_entropy: 0.4715, recall: 0.9958, relative_absolute_error: 0.0469, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0403, root_relative_squared_error: 0.2117, scimark_benchmark: 941.3774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, build_cpu_time: 2.8129, build_memory: 784674612.8908, f_measure: 0.995, kappa: 0.9673, kb_relative_information_score: 3547.9809, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9948, predictive_accuracy: 0.9952, prior_entropy: 0.4715, recall: 0.9952, relative_absolute_error: 0.048, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0406, root_relative_squared_error: 0.2132, scimark_benchmark: 571.8407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, build_cpu_time: 3.3012, build_memory: 1571086104.6766, f_measure: 0.995, kappa: 0.9673, kb_relative_information_score: 3552.8202, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9948, predictive_accuracy: 0.9952, prior_entropy: 0.4715, recall: 0.9952, relative_absolute_error: 0.0476, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.04, root_relative_squared_error: 0.2102, scimark_benchmark: 944.5549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, build_cpu_time: 20.5264, build_memory: 2989855915.2132, f_measure: 0.995, kappa: 0.9671, kb_relative_information_score: 3431.8784, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9947, predictive_accuracy: 0.9952, prior_entropy: 0.4715, recall: 0.9952, relative_absolute_error: 0.0729, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0476, root_relative_squared_error: 0.2497, scimark_benchmark: 944.6512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, build_cpu_time: 1580.0031, build_memory: 706273099.2365, f_measure: 0.9959, kappa: 0.9728, kb_relative_information_score: 3513.3079, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9958, predictive_accuracy: 0.996, prior_entropy: 0.4715, recall: 0.996, relative_absolute_error: 0.0508, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0426, root_relative_squared_error: 0.2236, scimark_benchmark: 940.9202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, build_cpu_time: 861.1499, build_memory: 617403043.9406, f_measure: 0.9956, kappa: 0.971, kb_relative_information_score: 3508.8905, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9955, predictive_accuracy: 0.9958, prior_entropy: 0.4715, recall: 0.9958, relative_absolute_error: 0.052, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0431, root_relative_squared_error: 0.2265, scimark_benchmark: 942.0425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, build_cpu_time: 432.1937, build_memory: 58463069.4168, f_measure: 0.9954, kappa: 0.9691, kb_relative_information_score: 3514.8981, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9953, predictive_accuracy: 0.9955, prior_entropy: 0.4715, recall: 0.9955, relative_absolute_error: 0.0494, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0428, root_relative_squared_error: 0.2249, scimark_benchmark: 930.9195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, build_cpu_time: 193.3168, build_memory: 99673478.7275, f_measure: 0.9959, kappa: 0.9728, kb_relative_information_score: 3508.6638, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9958, predictive_accuracy: 0.996, prior_entropy: 0.4715, recall: 0.996, relative_absolute_error: 0.0494, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0428, root_relative_squared_error: 0.2247, scimark_benchmark: 1216.8013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, build_cpu_time: 70.8713, build_memory: 2106576978.6744, f_measure: 0.9955, kappa: 0.9692, kb_relative_information_score: 3521.7604, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9955, predictive_accuracy: 0.9955, prior_entropy: 0.4715, recall: 0.9955, relative_absolute_error: 0.048, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0435, root_relative_squared_error: 0.2283, scimark_benchmark: 821.7292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, build_cpu_time: 0.0085, build_memory: 1746468189.9237, f_measure: 0.9479, kappa: 0.7147, kb_relative_information_score: 2381.7949, mean_absolute_error: 0.0295, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9496, predictive_accuracy: 0.9539, prior_entropy: 0.4715, recall: 0.9539, relative_absolute_error: 0.4052, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.1208, root_relative_squared_error: 0.6343, scimark_benchmark: 942.6348,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, build_cpu_time: 0.0233, build_memory: 671398088.5854, f_measure: 0.9479, kappa: 0.7147, kb_relative_information_score: 2380.2354, mean_absolute_error: 0.0295, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9496, predictive_accuracy: 0.9539, prior_entropy: 0.4715, recall: 0.9539, relative_absolute_error: 0.4049, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.1208, root_relative_squared_error: 0.6343, scimark_benchmark: 929.2431,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, build_cpu_time: 0.1003, build_memory: 944448093.0477, f_measure: 0.9479, kappa: 0.7147, kb_relative_information_score: 2380.495, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9496, predictive_accuracy: 0.9539, prior_entropy: 0.4715, recall: 0.9539, relative_absolute_error: 0.4042, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.1208, root_relative_squared_error: 0.6342, scimark_benchmark: 942.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, build_cpu_time: 6184.0252, build_memory: 264214084.7826, f_measure: 0.9329, kappa: 0.5109, kb_relative_information_score: 1663.5914, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9477, predictive_accuracy: 0.9491, prior_entropy: 0.4715, recall: 0.9491, relative_absolute_error: 0.4937, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.14, root_relative_squared_error: 0.735, scimark_benchmark: 931.2177,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9431, build_cpu_time: 3452.9667, build_memory: 550542006.9014, f_measure: 0.934, kappa: 0.5192, kb_relative_information_score: 1618.6506, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9472, predictive_accuracy: 0.9496, prior_entropy: 0.4715, recall: 0.9496, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.1396, root_relative_squared_error: 0.7331, scimark_benchmark: 788.0322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.947, build_cpu_time: 0.9806, build_memory: 1955893064.1612, f_measure: 0.9493, kappa: 0.6361, kb_relative_information_score: 1771.6527, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9491, predictive_accuracy: 0.9555, prior_entropy: 0.4715, recall: 0.9555, relative_absolute_error: 0.4741, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.1337, root_relative_squared_error: 0.7019, scimark_benchmark: 932.5791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, build_cpu_time: 0.2549, build_memory: 488469198.7487, f_measure: 0.9636, kappa: 0.7569, kb_relative_information_score: 2640.0707, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9659, predictive_accuracy: 0.9621, prior_entropy: 0.4715, recall: 0.9621, relative_absolute_error: 0.2595, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.117, root_relative_squared_error: 0.6143, scimark_benchmark: 938.3567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, build_cpu_time: 0.2142, build_memory: 456546321.9639, f_measure: 0.965, kappa: 0.7658, kb_relative_information_score: 2628.0096, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9673, predictive_accuracy: 0.9634, prior_entropy: 0.4715, recall: 0.9634, relative_absolute_error: 0.2604, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.1175, root_relative_squared_error: 0.6172, scimark_benchmark: 942.4281,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, build_cpu_time: 0.119, build_memory: 321543175.0032, f_measure: 0.9901, kappa: 0.9328, kb_relative_information_score: 2942.3244, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9898, predictive_accuracy: 0.9905, prior_entropy: 0.4715, recall: 0.9905, relative_absolute_error: 0.2041, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0707, root_relative_squared_error: 0.3712, scimark_benchmark: 943.4766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, build_cpu_time: 0.3759, build_memory: 1353063318.8526, f_measure: 0.9952, kappa: 0.9692, kb_relative_information_score: 3464.1912, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9951, predictive_accuracy: 0.9955, prior_entropy: 0.4715, recall: 0.9955, relative_absolute_error: 0.0669, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0454, root_relative_squared_error: 0.2383, scimark_benchmark: 947.4258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, build_cpu_time: 0.4595, build_memory: 1800138457.4486, f_measure: 0.9952, kappa: 0.9692, kb_relative_information_score: 3464.1912, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9951, predictive_accuracy: 0.9955, prior_entropy: 0.4715, recall: 0.9955, relative_absolute_error: 0.0669, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0454, root_relative_squared_error: 0.2383, scimark_benchmark: 941.5201,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6251, build_cpu_time: 163.7466, build_memory: 90865251.8006, f_measure: 0.9093, kappa: 0.2909, kb_relative_information_score: -17948.2269, mean_absolute_error: 0.2561, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.8871, predictive_accuracy: 0.9358, prior_entropy: 0.4715, recall: 0.9358, relative_absolute_error: 3.5151, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.3206, root_relative_squared_error: 1.6834, scimark_benchmark: 939.7937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6187, build_cpu_time: 82.1011, build_memory: 140783377.1983, f_measure: 0.9096, kappa: 0.2957, kb_relative_information_score: -17947.1597, mean_absolute_error: 0.2561, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.8874, predictive_accuracy: 0.9361, prior_entropy: 0.4715, recall: 0.9361, relative_absolute_error: 3.5149, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.3206, root_relative_squared_error: 1.6833, scimark_benchmark: 919.3675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6187, build_cpu_time: 86.7902, build_memory: 759655226.316, f_measure: 0.9096, kappa: 0.2957, kb_relative_information_score: -17947.1597, mean_absolute_error: 0.2561, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.8874, predictive_accuracy: 0.9361, prior_entropy: 0.4715, recall: 0.9361, relative_absolute_error: 3.5149, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.3206, root_relative_squared_error: 1.6833, scimark_benchmark: 929.1897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6128, build_cpu_time: 41.4543, build_memory: 1082954899.7434, f_measure: 0.9096, kappa: 0.2957, kb_relative_information_score: -17947.5183, mean_absolute_error: 0.2561, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.8874, predictive_accuracy: 0.9361, prior_entropy: 0.4715, recall: 0.9361, relative_absolute_error: 3.515, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.3206, root_relative_squared_error: 1.6836, scimark_benchmark: 936.5169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6084, build_cpu_time: 20.9738, build_memory: 530467106.7953, f_measure: 0.9097, kappa: 0.2993, kb_relative_information_score: -17947.1746, mean_absolute_error: 0.2561, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.8872, predictive_accuracy: 0.9361, prior_entropy: 0.4715, recall: 0.9361, relative_absolute_error: 3.515, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.3207, root_relative_squared_error: 1.6839, scimark_benchmark: 934.8065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9305, build_cpu_time: 0.0086, build_memory: 379320965.9258, f_measure: 0.9461, kappa: 0.61, kb_relative_information_score: 1648.7574, mean_absolute_error: 0.0357, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9472, predictive_accuracy: 0.9533, prior_entropy: 0.4715, recall: 0.9533, relative_absolute_error: 0.4899, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.1386, root_relative_squared_error: 0.7276, scimark_benchmark: 938.2445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9305, build_cpu_time: 0.0088, build_memory: 717490112.6744, f_measure: 0.9461, kappa: 0.61, kb_relative_information_score: 1648.7574, mean_absolute_error: 0.0357, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9472, predictive_accuracy: 0.9533, prior_entropy: 0.4715, recall: 0.9533, relative_absolute_error: 0.4899, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.1386, root_relative_squared_error: 0.7276, scimark_benchmark: 922.5645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4976, build_cpu_time: 0.0008, build_memory: 464215950.9947, f_measure: 0.8858, kb_relative_information_score: -11.0557, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.8517, predictive_accuracy: 0.9229, prior_entropy: 0.4715, recall: 0.9229, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.1904, root_relative_squared_error: 1, scimark_benchmark: 940.3415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9362, build_cpu_time: 0.0151, build_memory: 612770089.3022, f_measure: 0.964, kappa: 0.7597, kb_relative_information_score: 2452.8026, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9662, predictive_accuracy: 0.9626, prior_entropy: 0.4715, recall: 0.9626, relative_absolute_error: 0.2566, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.1367, root_relative_squared_error: 0.7179, scimark_benchmark: 929.8725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, build_cpu_time: 0.262, build_memory: 278961278.509, f_measure: 0.9945, kappa: 0.9638, kb_relative_information_score: 3457.0345, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9943, predictive_accuracy: 0.9947, prior_entropy: 0.4715, recall: 0.9947, relative_absolute_error: 0.067, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.047, root_relative_squared_error: 0.2469, scimark_benchmark: 943.0033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9305, build_cpu_time: 0.0091, build_memory: 687851713.1177, f_measure: 0.9461, kappa: 0.61, kb_relative_information_score: 1648.7574, mean_absolute_error: 0.0357, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9472, predictive_accuracy: 0.9533, prior_entropy: 0.4715, recall: 0.9533, relative_absolute_error: 0.4899, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.1386, root_relative_squared_error: 0.7276, scimark_benchmark: 941.5807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9305, build_cpu_time: 0.0088, build_memory: 1109906551.8346, f_measure: 0.9461, kappa: 0.61, kb_relative_information_score: 1648.7574, mean_absolute_error: 0.0357, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9472, predictive_accuracy: 0.9533, prior_entropy: 0.4715, recall: 0.9533, relative_absolute_error: 0.4899, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.1386, root_relative_squared_error: 0.7276, scimark_benchmark: 945.4085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, build_cpu_time: 1.6133, build_memory: 430281860.9035, f_measure: 0.9672, kappa: 0.7623, kb_relative_information_score: 2465.6519, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9678, predictive_accuracy: 0.969, prior_entropy: 0.4715, recall: 0.969, relative_absolute_error: 0.3453, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.1109, root_relative_squared_error: 0.5826, scimark_benchmark: 947.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5948, build_cpu_time: 2.1805, build_memory: 629526019.667, f_measure: 0.9094, kappa: 0.2946, kb_relative_information_score: -17954.6224, mean_absolute_error: 0.2561, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.887, predictive_accuracy: 0.9358, prior_entropy: 0.4715, recall: 0.9358, relative_absolute_error: 3.5153, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.3214, root_relative_squared_error: 1.6879, scimark_benchmark: 915.7861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, build_cpu_time: 3.8402, build_memory: 1098185744.1463, f_measure: 0.8858, kb_relative_information_score: -18154.7167, mean_absolute_error: 0.2586, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.8517, predictive_accuracy: 0.9229, prior_entropy: 0.4715, recall: 0.9229, relative_absolute_error: 3.5499, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.3253, root_relative_squared_error: 1.7083, scimark_benchmark: 945.4085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6725, build_cpu_time: 0.0009, build_memory: 967957457.4252, f_measure: 0.9079, kappa: 0.3385, kb_relative_information_score: 688.6638, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9054, predictive_accuracy: 0.9112, prior_entropy: 0.4715, recall: 0.9112, relative_absolute_error: 0.6148, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.2106, root_relative_squared_error: 1.1059, scimark_benchmark: 945.4085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, build_cpu_time: 0.1535, build_memory: 1415890915.052, f_measure: 0.9943, kappa: 0.9617, kb_relative_information_score: 3486.9433, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9942, predictive_accuracy: 0.9944, prior_entropy: 0.4715, recall: 0.9944, relative_absolute_error: 0.0573, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0519, root_relative_squared_error: 0.2724, scimark_benchmark: 928.1083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, build_cpu_time: 0.7863, build_memory: 1292419141.4655, f_measure: 0.9947, kappa: 0.9658, kb_relative_information_score: 3087.793, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9946, predictive_accuracy: 0.995, prior_entropy: 0.4715, recall: 0.995, relative_absolute_error: 0.194, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0614, root_relative_squared_error: 0.3225, scimark_benchmark: 915.0385,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, build_cpu_time: 0.1279, build_memory: 563689195.8621, f_measure: 0.9891, kappa: 0.926, kb_relative_information_score: 3259.7595, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9888, predictive_accuracy: 0.9894, prior_entropy: 0.4715, recall: 0.9894, relative_absolute_error: 0.1361, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0666, root_relative_squared_error: 0.3497, scimark_benchmark: 892.0716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, build_cpu_time: 9.9015, build_memory: 769407139.0689, f_measure: 0.9959, kappa: 0.9727, kb_relative_information_score: 3573.042, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9958, predictive_accuracy: 0.996, prior_entropy: 0.4715, recall: 0.996, relative_absolute_error: 0.0275, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0438, root_relative_squared_error: 0.2301, scimark_benchmark: 930.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, build_cpu_time: 23.205, build_memory: 2233344818.5239, f_measure: 0.9966, kappa: 0.9782, kb_relative_information_score: 3600.5037, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9963, predictive_accuracy: 0.9968, prior_entropy: 0.4715, recall: 0.9968, relative_absolute_error: 0.0218, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0398, root_relative_squared_error: 0.2092, scimark_benchmark: 933.9469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, build_cpu_time: 44.258, build_memory: 2794543809.1262, f_measure: 0.9966, kappa: 0.9781, kb_relative_information_score: 3597.2168, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9963, predictive_accuracy: 0.9968, prior_entropy: 0.4715, recall: 0.9968, relative_absolute_error: 0.0218, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0399, root_relative_squared_error: 0.2094, scimark_benchmark: 926.786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6725, build_cpu_time: 7.2488, build_memory: 230318940.0785, f_measure: 0.9079, kappa: 0.3385, kb_relative_information_score: 688.6638, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9054, predictive_accuracy: 0.9112, prior_entropy: 0.4715, recall: 0.9112, relative_absolute_error: 0.6148, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.2106, root_relative_squared_error: 1.1059, scimark_benchmark: 919.5971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6725, build_cpu_time: 3.4164, build_memory: 150333569.1707, f_measure: 0.9079, kappa: 0.3385, kb_relative_information_score: 688.6638, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9054, predictive_accuracy: 0.9112, prior_entropy: 0.4715, recall: 0.9112, relative_absolute_error: 0.6148, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.2106, root_relative_squared_error: 1.1059, scimark_benchmark: 937.6343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6725, build_cpu_time: 5.8372, build_memory: 2438259252.9523, f_measure: 0.9079, kappa: 0.3385, kb_relative_information_score: 688.6638, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9054, predictive_accuracy: 0.9112, prior_entropy: 0.4715, recall: 0.9112, relative_absolute_error: 0.6148, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.2106, root_relative_squared_error: 1.1059, scimark_benchmark: 931.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, build_cpu_time: 6.6285, build_memory: 556532357.1029, f_measure: 0.9971, kappa: 0.9818, kb_relative_information_score: 3615.3263, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9968, predictive_accuracy: 0.9973, prior_entropy: 0.4715, recall: 0.9973, relative_absolute_error: 0.0184, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0364, root_relative_squared_error: 0.1913, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, build_cpu_time: 3.3697, build_memory: 1025325028.1145, f_measure: 0.9966, kappa: 0.9782, kb_relative_information_score: 3599.4841, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9963, predictive_accuracy: 0.9968, prior_entropy: 0.4715, recall: 0.9968, relative_absolute_error: 0.0219, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0396, root_relative_squared_error: 0.2081, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, build_cpu_time: 1.7942, build_memory: 350212006.9205, f_measure: 0.9966, kappa: 0.9782, kb_relative_information_score: 3599.2273, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9963, predictive_accuracy: 0.9968, prior_entropy: 0.4715, recall: 0.9968, relative_absolute_error: 0.022, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0399, root_relative_squared_error: 0.2094, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, build_cpu_time: 0.9306, build_memory: 387147139.6458, f_measure: 0.9964, kappa: 0.9764, kb_relative_information_score: 3594.2831, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9963, predictive_accuracy: 0.9966, prior_entropy: 0.4715, recall: 0.9966, relative_absolute_error: 0.0233, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.04, root_relative_squared_error: 0.2102, scimark_benchmark: 930.5854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, build_cpu_time: 0.4963, build_memory: 509856612.5896, f_measure: 0.9964, kappa: 0.9764, kb_relative_information_score: 3595.2757, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9963, predictive_accuracy: 0.9966, prior_entropy: 0.4715, recall: 0.9966, relative_absolute_error: 0.0235, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0409, root_relative_squared_error: 0.2149, scimark_benchmark: 930.5854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, build_cpu_time: 2.6929, build_memory: 683923774.5536, f_measure: 0.9925, kappa: 0.9484, kb_relative_information_score: 3452.8915, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9925, predictive_accuracy: 0.9926, prior_entropy: 0.4715, recall: 0.9926, relative_absolute_error: 0.0531, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0598, root_relative_squared_error: 0.3142, scimark_benchmark: 917.4547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, build_cpu_time: 4.9836, build_memory: 930865670.3796, f_measure: 0.9938, kappa: 0.9561, kb_relative_information_score: 3494.3772, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9939, predictive_accuracy: 0.9936, prior_entropy: 0.4715, recall: 0.9936, relative_absolute_error: 0.043, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0547, root_relative_squared_error: 0.2872, scimark_benchmark: 930.5854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, build_cpu_time: 9.9323, build_memory: 1256758525.7434, f_measure: 0.995, kappa: 0.9636, kb_relative_information_score: 3525.1253, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9952, predictive_accuracy: 0.9947, prior_entropy: 0.4715, recall: 0.9947, relative_absolute_error: 0.0374, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0516, root_relative_squared_error: 0.271, scimark_benchmark: 939.6298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, build_cpu_time: 20.7587, build_memory: 869427926.2248, f_measure: 0.9946, kappa: 0.9616, kb_relative_information_score: 3514.6637, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9947, predictive_accuracy: 0.9944, prior_entropy: 0.4715, recall: 0.9944, relative_absolute_error: 0.0382, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0528, root_relative_squared_error: 0.277, scimark_benchmark: 893.4088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, build_cpu_time: 189.3655, build_memory: 962023030.8632, f_measure: 0.9963, kappa: 0.9763, kb_relative_information_score: 3587.0658, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.996, predictive_accuracy: 0.9966, prior_entropy: 0.4715, recall: 0.9966, relative_absolute_error: 0.0237, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0415, root_relative_squared_error: 0.218, scimark_benchmark: 923.8078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, build_cpu_time: 93.9522, build_memory: 793530564.9756, f_measure: 0.996, kappa: 0.9745, kb_relative_information_score: 3580.2817, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9958, predictive_accuracy: 0.9963, prior_entropy: 0.4715, recall: 0.9963, relative_absolute_error: 0.0249, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0422, root_relative_squared_error: 0.2216, scimark_benchmark: 917.4547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, build_cpu_time: 23.5476, build_memory: 1299214479.4528, f_measure: 0.9955, kappa: 0.9708, kb_relative_information_score: 3567.9017, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9952, predictive_accuracy: 0.9958, prior_entropy: 0.4715, recall: 0.9958, relative_absolute_error: 0.0285, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0441, root_relative_squared_error: 0.2316, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, build_cpu_time: 12.0395, build_memory: 721601181.5292, f_measure: 0.9951, kappa: 0.9672, kb_relative_information_score: 3560.035, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.995, predictive_accuracy: 0.9952, prior_entropy: 0.4715, recall: 0.9952, relative_absolute_error: 0.0311, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.0453, root_relative_squared_error: 0.2378, scimark_benchmark: 937.6343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, build_cpu_time: 152.5664, build_memory: 1266179847.1156, f_measure: 0.9962, kappa: 0.9746, kb_relative_information_score: 3590.1592, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9961, predictive_accuracy: 0.9963, prior_entropy: 0.4715, recall: 0.9963, relative_absolute_error: 0.025, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.042, root_relative_squared_error: 0.2205, scimark_benchmark: 924.2473,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, build_cpu_time: 0.4077, build_memory: 446182598.2524, f_measure: 0.9659, kappa: 0.7617, kb_relative_information_score: 2563.7811, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9656, predictive_accuracy: 0.9663, prior_entropy: 0.4715, recall: 0.9663, relative_absolute_error: 0.2411, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.1244, root_relative_squared_error: 0.6532, scimark_benchmark: 916.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9686, build_cpu_time: 0.757, build_memory: 588497689.421, f_measure: 0.9643, kappa: 0.75, kb_relative_information_score: 2539.5753, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9641, predictive_accuracy: 0.9647, prior_entropy: 0.4715, recall: 0.9647, relative_absolute_error: 0.2451, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.1275, root_relative_squared_error: 0.6695, scimark_benchmark: 916.8903,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, build_cpu_time: 0.9501, build_memory: 2415532736.8081, f_measure: 0.9945, kappa: 0.9637, kb_relative_information_score: 3080.6936, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9943, predictive_accuracy: 0.9947, prior_entropy: 0.4715, recall: 0.9947, relative_absolute_error: 0.1968, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.062, root_relative_squared_error: 0.3257, scimark_benchmark: 937.5757,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, build_cpu_time: 0.8718, build_memory: 1442243611.2132, f_measure: 0.9945, kappa: 0.9637, kb_relative_information_score: 3080.6936, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.0729, number_of_instances: 3772, precision: 0.9943, predictive_accuracy: 0.9947, prior_entropy: 0.4715, recall: 0.9947, relative_absolute_error: 0.1968, root_mean_prior_squared_error: 0.1904, root_mean_squared_error: 0.062, root_relative_squared_error: 0.3257, scimark_benchmark: 939.9709,

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

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs