Run
538731

Run 538731

Task 2149 (Supervised Data Stream Classification) BNG(bridges_version1) 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
0.829
Per class
Confusion matrix
F measure
0.7328
Per class
Kappa
0.6522
KB relative information score
716909.4078
Mean absolute error
0.0856
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.7283
Per class
Predictive accuracy
0.7431
Prior entropy
2.585
Recall
0.7431
Per class
Relative absolute error
0.3083
Root mean prior squared error
0.3727
Root mean squared error
0.2927
Root relative squared error
0.7853