Run
538747

Run 538747

Task 6706 (Supervised Data Stream Classification) BNG(satimage) 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
0.895
Per class
Confusion matrix
F measure
0.8246
Per class
Kappa
0.7856
KB relative information score
809073.4671
Mean absolute error
0.0578
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.824
Per class
Predictive accuracy
0.8267
Prior entropy
2.585
Recall
0.8267
Per class
Relative absolute error
0.208
Root mean prior squared error
0.3727
Root mean squared error
0.2403
Root relative squared error
0.6449