1407 1 Jan van Rijn 124 Supervised Data Stream Classification 106 moa.WEKAClassifier_LinearRegression(1) 44 meta.WEKAClassifier -l (weka.classifiers.functions.LinearRegression -S 0 -R 1.0E-8) f 0 106 i 1000 106 l weka.classifiers.functions.LinearRegression 106 w 0 106 R 1.0E-8 107 S 0 107 74 BNG(letter,nominal,1000000) https://www.openml.org/data/download/1722/BayesianNetworkGenerator_letter_small.arff -1 2976 description https://api.openml.org/data/download/2976/moa_task_1245105258892361335460.xml -1 2977 predictions https://api.openml.org/data/download/2977/openml_task_124_predictions3602015920937524707.arff area_under_roc_curve 0.500006 [0.500072,0.49994,0.500013,0.500046,0.499964,0.500058,0.500004,0.499876,0.500033,0.499922,0.499969,0.500004,0.500082,0.500124,0.499923,0.499973,0.49995,0.500019,0.50012,0.499802,0.499964,0.500066,0.50006,0.500063,0.500121,0.499979] average_cost 0 confusion_matrix [[39455,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[38406,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[37045,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[40459,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[38701,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[38682,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[38712,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[36759,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[37611,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[37616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[37188,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[37696,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[39766,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[38768,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[37601,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[40090,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[38756,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[37604,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[37382,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[40380,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[40828,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[38153,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[37680,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[39263,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[38916,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[36483,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]] f_measure 0.002995 [0.075915,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] kappa 0 kb_relative_information_score 27869.662504 mean_absolute_error 0.073888 mean_prior_absolute_error 0.073964 number_of_instances 1000000 [39455,38406,37045,40459,38701,38682,38712,36759,37611,37616,37188,37696,39766,38768,37601,40090,38756,37604,37382,40380,40828,38153,37680,39263,38916,36483] precision 0.001557 [0.039455,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] predictive_accuracy 0.039455 prior_entropy 4.70044 ram_hours 0.0020419700092325606 recall 0.039455 [1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] relative_absolute_error 0.998962 root_mean_prior_squared_error 0.192308 root_mean_squared_error 0.271755 root_relative_squared_error 1.413126 run_cpu_time 72.5 total_cost 0