102 1 Jan van Rijn 41 Supervised Classification 58 weka.NaiveBayes(1) 3 weka.classifiers.bayes.NaiveBayes 42 soybean https://www.openml.org/data/download/42/dataset_42_soybean.arff -1 265 description https://api.openml.org/data/download/265/weka_generated_run8709761516105551602.xml -1 266 predictions https://api.openml.org/data/download/266/weka_generated_predictions1694617458739803579.arff area_under_roc_curve 0.994311 [1,1,1,1,1,1,1,0.988947,0.999774,0.999698,1,1,0.994419,0.990162,0.979655,1,1,1,1] average_cost 0 f_measure 0.924606 [1,1,1,0.988764,1,1,1,0.875,0.926829,0.923077,1,1,0.780488,0.857143,0.8125,0.967742,1,0.933333,1] kappa 0.91814 kb_relative_information_score 634.792355 mean_absolute_error 0.009516 mean_prior_absolute_error 0.096116 number_of_instances 683 [20,20,20,88,44,20,20,92,20,20,20,44,20,91,91,15,14,16,8] os_information [ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ] precision 0.933044 [1,1,1,0.977778,1,1,1,0.916667,0.904762,0.947368,1,1,0.761905,0.756303,0.942029,0.9375,1,1,1] predictive_accuracy 0.925329 prior_entropy 3.857248 recall 0.925329 [1,1,1,1,1,1,1,0.836957,0.95,0.9,1,1,0.8,0.989011,0.714286,1,1,0.875,1] relative_absolute_error 0.099001 root_mean_prior_squared_error 0.21911 root_mean_squared_error 0.081999 root_relative_squared_error 0.374239 scimark_benchmark 1979.5320634168559 [ 1236.1733688839863, 1594.5015754910874, 921.2713708332357, 1698.373884485229, 4447.3401173907405 ] total_cost 0 area_under_roc_curve 0.990144 [1,1,1,1,1,1,1,0.992593,1,1,1,1,0.970149,0.977966,0.962963,1,1,1,1] area_under_roc_curve 0.995632 [1,1,1,1,1,1,1,0.991525,1,1,1,1,1,0.985185,0.990741,1,1,1,1] area_under_roc_curve 0.988807 [1,1,1,1,1,1,1,0.966102,1,1,1,1,1,0.97963,0.972222,1,1,1,1] area_under_roc_curve 0.999501 [1,1,1,1,1,1,1,0.998117,1,1,1,1,1,0.998117,1,1,1,1,1] area_under_roc_curve 0.997258 [1,1,1,1,1,1,1,1,1,1,1,1,1,0.996234,0.983051,1,1,1,1] area_under_roc_curve 0.999751 [1,1,1,1,1,1,1,0.998117,1,1,1,1,1,1,1,1,1,1,1] area_under_roc_curve 0.995015 [1,1,1,1,1,1,1,0.988701,1,1,1,1,1,0.990584,0.983051,1,1,1,1] area_under_roc_curve 0.99205 [1,1,1,1,1,1,1,0.977401,0.992424,1,1,1,1,0.996234,0.967985,1,1,1,1] area_under_roc_curve 0.994766 [1,1,1,1,1,1,1,0.990584,1,1,1,1,1,0.992467,0.977401,1,1,1,0.0] area_under_roc_curve 0.994267 [1,1,1,1,1,1,1,0.99435,1,1,1,1,1,0.990584,0.971751,1,1,1,0.0] average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 build_cpu_time 0 build_cpu_time 0 build_cpu_time 0 build_cpu_time 0 build_cpu_time 0.001 build_cpu_time 0.001 build_cpu_time 0 build_cpu_time 0.001 build_cpu_time 0.001 build_cpu_time 0.001 f_measure 0.884167 [1,1,1,1,1,1,1,0.842105,1,1,1,1,0,0.8,0.714286,1,1,1,1] f_measure 0.926938 [1,1,1,1,1,1,1,0.857143,0.8,0.666667,1,1,1,0.842105,0.875,1,1,1,1] f_measure 0.848177 [1,1,1,0.941176,1,1,1,0.823529,0.666667,0.8,1,1,0.8,0.75,0.571429,1,1,0.666667,1] f_measure 0.940243 [1,1,1,1,1,1,1,0.888889,1,1,1,1,0.666667,0.857143,0.888889,1,1,1,1] f_measure 0.969524 [1,1,1,1,1,1,1,0.947368,1,1,1,1,1,0.947368,0.875,1,1,1,1] f_measure 0.968524 [1,1,1,1,1,1,1,0.888889,1,1,1,1,0.666667,0.947368,1,1,1,1,1] f_measure 0.955623 [1,1,1,1,1,1,1,0.941176,1,1,1,1,1,0.9,0.823529,1,1,1,1] f_measure 0.895415 [1,1,1,1,1,1,1,0.714286,0.8,0.666667,1,1,0.666667,0.947368,0.777778,0.666667,1,1,1] f_measure 0.928274 [1,1,1,1,1,1,1,0.875,1,1,1,1,0.666667,0.857143,0.8,1,1,1,0] f_measure 0.908857 [1,1,1,0.947368,1,1,1,0.941176,1,1,1,1,1,0.782609,0.714286,1,1,0.666667,0] kappa 0.88822 kappa 0.920489 kappa 0.841452 kappa 0.935377 kappa 0.967742 kappa 0.967688 kappa 0.951613 kappa 0.887683 kappa 0.919584 kappa 0.903019 kb_relative_information_score 62.758799 kb_relative_information_score 64.706329 kb_relative_information_score 61.036362 kb_relative_information_score 64.900481 kb_relative_information_score 65.28578 kb_relative_information_score 65.476175 kb_relative_information_score 64.365481 kb_relative_information_score 60.991781 kb_relative_information_score 62.871569 kb_relative_information_score 62.399599 mean_absolute_error 0.01191 mean_absolute_error 0.009591 mean_absolute_error 0.016235 mean_absolute_error 0.007169 mean_absolute_error 0.00551 mean_absolute_error 0.004594 mean_absolute_error 0.007433 mean_absolute_error 0.012948 mean_absolute_error 0.009247 mean_absolute_error 0.010383 mean_prior_absolute_error 0.096108 mean_prior_absolute_error 0.096105 mean_prior_absolute_error 0.096199 mean_prior_absolute_error 0.096105 mean_prior_absolute_error 0.096112 mean_prior_absolute_error 0.096112 mean_prior_absolute_error 0.096112 mean_prior_absolute_error 0.09611 mean_prior_absolute_error 0.096097 mean_prior_absolute_error 0.096097 number_of_instances 69 [2,2,2,9,4,2,2,9,2,2,2,4,2,10,9,1,2,2,1] number_of_instances 69 [2,2,2,9,4,2,2,10,2,2,2,4,2,9,9,1,2,2,1] number_of_instances 69 [2,2,2,8,4,2,2,10,2,2,2,5,2,9,9,2,1,2,1] number_of_instances 68 [2,2,2,8,4,2,2,9,2,2,2,5,2,9,10,2,1,1,1] number_of_instances 68 [2,2,2,9,4,2,2,9,2,2,2,5,2,9,9,2,1,1,1] number_of_instances 68 [2,2,2,9,4,2,2,9,2,2,2,5,2,9,9,2,1,1,1] number_of_instances 68 [2,2,2,9,5,2,2,9,2,2,2,4,2,9,9,2,1,1,1] number_of_instances 68 [2,2,2,9,5,2,2,9,2,2,2,4,2,9,9,1,1,2,1] number_of_instances 68 [2,2,2,9,5,2,2,9,2,2,2,4,2,9,9,1,2,2,0] number_of_instances 68 [2,2,2,9,5,2,2,9,2,2,2,4,2,9,9,1,2,2,0] precision 0.896618 [1,1,1,1,1,1,1,0.8,1,1,1,1,0,0.666667,1,1,1,1,1] precision 0.937901 [1,1,1,1,1,1,1,0.818182,0.666667,1,1,1,1,0.8,1,1,1,1,1] precision 0.889533 [1,1,1,0.888889,1,1,1,1,1,0.666667,1,1,0.666667,0.6,0.8,1,1,1,1] precision 0.952206 [1,1,1,1,1,1,1,0.888889,1,1,1,1,1,0.75,1,1,1,1,1] precision 0.973529 [1,1,1,1,1,1,1,0.9,1,1,1,1,1,0.9,1,1,1,1,1] precision 0.972059 [1,1,1,1,1,1,1,0.888889,1,1,1,1,1,0.9,1,1,1,1,1] precision 0.959392 [1,1,1,1,1,1,1,1,1,1,1,1,1,0.818182,0.875,1,1,1,1] precision 0.92549 [1,1,1,1,1,1,1,1,0.666667,1,1,1,0.5,0.9,0.777778,0.5,1,1,1] precision 0.952206 [1,1,1,1,1,1,1,1,1,1,1,1,0.5,0.75,1,1,1,1,0] precision 0.939496 [1,1,1,0.9,1,1,1,1,1,1,1,1,1,0.642857,1,1,1,1,0] predictive_accuracy 0.898551 predictive_accuracy 0.927536 predictive_accuracy 0.855072 predictive_accuracy 0.941176 predictive_accuracy 0.970588 predictive_accuracy 0.970588 predictive_accuracy 0.955882 predictive_accuracy 0.897059 predictive_accuracy 0.926471 predictive_accuracy 0.911765 prior_entropy 3.857248 prior_entropy 3.857248 prior_entropy 3.857248 prior_entropy 3.857248 prior_entropy 3.857248 prior_entropy 3.857248 prior_entropy 3.857248 prior_entropy 3.857248 prior_entropy 3.857248 prior_entropy 3.857248 recall 0.898551 [1,1,1,1,1,1,1,0.888889,1,1,1,1,0,1,0.555556,1,1,1,1] recall 0.927536 [1,1,1,1,1,1,1,0.9,1,0.5,1,1,1,0.888889,0.777778,1,1,1,1] recall 0.855072 [1,1,1,1,1,1,1,0.7,0.5,1,1,1,1,1,0.444444,1,1,0.5,1] recall 0.941176 [1,1,1,1,1,1,1,0.888889,1,1,1,1,0.5,1,0.8,1,1,1,1] recall 0.970588 [1,1,1,1,1,1,1,1,1,1,1,1,1,1,0.777778,1,1,1,1] recall 0.970588 [1,1,1,1,1,1,1,0.888889,1,1,1,1,0.5,1,1,1,1,1,1] recall 0.955882 [1,1,1,1,1,1,1,0.888889,1,1,1,1,1,1,0.777778,1,1,1,1] recall 0.897059 [1,1,1,1,1,1,1,0.555556,1,0.5,1,1,1,1,0.777778,1,1,1,1] recall 0.926471 [1,1,1,1,1,1,1,0.777778,1,1,1,1,1,1,0.666667,1,1,1,0] recall 0.911765 [1,1,1,1,1,1,1,0.888889,1,1,1,1,1,1,0.555556,1,1,0.5,0] relative_absolute_error 0.123926 relative_absolute_error 0.099796 relative_absolute_error 0.168763 relative_absolute_error 0.07459 relative_absolute_error 0.057327 relative_absolute_error 0.047802 relative_absolute_error 0.077341 relative_absolute_error 0.134723 relative_absolute_error 0.096224 relative_absolute_error 0.108051 root_mean_prior_squared_error 0.219091 root_mean_prior_squared_error 0.219086 root_mean_prior_squared_error 0.2193 root_mean_prior_squared_error 0.219086 root_mean_prior_squared_error 0.219101 root_mean_prior_squared_error 0.219101 root_mean_prior_squared_error 0.219101 root_mean_prior_squared_error 0.219096 root_mean_prior_squared_error 0.219066 root_mean_prior_squared_error 0.219066 root_mean_squared_error 0.091053 root_mean_squared_error 0.075228 root_mean_squared_error 0.114643 root_mean_squared_error 0.060722 root_mean_squared_error 0.056877 root_mean_squared_error 0.051377 root_mean_squared_error 0.071479 root_mean_squared_error 0.099689 root_mean_squared_error 0.085118 root_mean_squared_error 0.090501 root_relative_squared_error 0.415593 root_relative_squared_error 0.343373 root_relative_squared_error 0.522768 root_relative_squared_error 0.277158 root_relative_squared_error 0.259593 root_relative_squared_error 0.234488 root_relative_squared_error 0.326237 root_relative_squared_error 0.455002 root_relative_squared_error 0.388551 root_relative_squared_error 0.413123 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0