Run
538755

Run 538755

Task 6707 (Supervised Data Stream Classification) BNG(wine) Uploaded 22-03-2016 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,lazy.kNNwithPAW,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
0.9493
Per class
Confusion matrix
F measure
0.9336
Per class
Kappa
0.8993
KB relative information score
909148.4984
Mean absolute error
0.0442
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.9336
Per class
Predictive accuracy
0.9336
Prior entropy
1.585
Recall
0.9336
Per class
Relative absolute error
0.0995
Root mean prior squared error
0.4714
Root mean squared error
0.2103
Root relative squared error
0.4462