Run
536444

Run 536444

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 11-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l (weka.classifiers.rules.OneR -B 6)) -c 1000,meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l weka.classifiers.trees.DecisionStump) -c 1000,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
moa.BlastDecayed(1)_pfalse

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.6953
Per class
Confusion matrix
F measure
0.765
Per class
Kappa
0.4233
KB relative information score
552734
Mean absolute error
0.2236
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7658
Per class
Predictive accuracy
0.7764
Prior entropy
1
Recall
0.7764
Per class
Relative absolute error
0.4473
Root mean prior squared error
0.5
Root mean squared error
0.4729
Root relative squared error
0.9458