4982 2 Joaquin Vanschoren 2209 Supervised Data Stream Classification 82 moa.LeveragingBag_kNN(1) 23 meta.LeveragingBag -l lazy.kNN a 0.002 82 l moa.classifiers.lazy.kNN 82 m LeveragingBag 82 o false 82 r 1 82 s 10 82 w 6.0 82 k 10 81 n LinearNN 81 w 1000 81 42 soybean https://www.openml.org/data/download/42/dataset_42_soybean.arff -1 10253 description https://api.openml.org/data/download/10253/moa_task_22098702851621730217013.xml -1 10254 predictions https://api.openml.org/data/download/10254/openml_task_2209_predictions5405156187813867913.arff area_under_roc_curve 0.959218 [0.998416,0.963084,0.963688,0.987863,0.974267,0.963047,0.968816,0.946351,0.926018,0.917873,0.970362,0.966798,0.957466,0.953352,0.944322,0.966667,0.964286,0.96875,0.872407] average_cost 0 confusion_matrix [[20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[6,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[6,0,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,0,9,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[0,10,0,0,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[0,0,0,0,10,10,0,0,0,0,0,0,0,0,0,0,0,0,0],[0,0,0,0,1,5,14,0,0,0,0,0,0,0,0,0,0,0,0],[0,0,0,0,1,0,5,76,0,0,0,0,0,7,3,0,0,0,0],[0,0,0,0,0,0,0,13,7,0,0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,6,7,7,0,0,0,0,0,0,0,0,0],[0,0,0,0,2,0,0,3,1,0,14,0,0,0,0,0,0,0,0],[10,0,0,3,0,0,0,0,0,0,1,30,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,15,1,0,0,0,1,3,0,0,0,0,0],[0,0,0,0,0,0,0,21,0,0,0,0,1,69,0,0,0,0,0],[0,0,0,0,0,0,0,7,0,0,0,0,0,25,59,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,7,0,0,0,8,0,0,0],[0,0,0,1,0,0,0,0,0,2,0,0,0,1,0,0,10,0,0],[4,5,0,5,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0],[0,0,0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2]] f_measure 0.670616 [0.57971,0.571429,0.651163,0.849162,0.731183,0.571429,0.717949,0.652361,0.388889,0.482759,0.8,0.740741,0.090909,0.704082,0.771242,0.695652,0.833333,0.117647,0.4] kappa 0.649367 kb_relative_information_score 514.953017 mean_absolute_error 0.038699 mean_prior_absolute_error 0.099723 number_of_instances 683 [20,20,20,88,44,20,20,92,20,20,20,44,20,91,91,15,14,16,8] precision 0.731656 [0.408163,0.482759,0.608696,0.835165,0.693878,0.666667,0.736842,0.539007,0.4375,0.777778,0.933333,0.810811,0.5,0.657143,0.951613,1,1,1,1] predictive_accuracy 0.682284 prior_entropy 4.247928 ram_hours 0 recall 0.682284 [1,0.7,0.7,0.863636,0.772727,0.5,0.7,0.826087,0.35,0.35,0.7,0.681818,0.05,0.758242,0.648352,0.533333,0.714286,0.0625,0.25] relative_absolute_error 0.388066 root_mean_prior_squared_error 0.223297 root_mean_squared_error 0.147022 root_relative_squared_error 0.658413 run_cpu_time 3.11 total_cost 0