Run
524212

Run 524212

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 16-02-2016 by Jan van Rijn
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Flow

moa.WeightedEnsemble(2)Moa implementation of WeightedEnsemble
moa.WeightedEnsemble(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.WeightedEnsemble(2)_a0.999

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
0.6625
Per class
Confusion matrix
F measure
0.6937
Per class
Kappa
0.2427
KB relative information score
373526.5557
Mean absolute error
0.325
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7423
Per class
Predictive accuracy
0.7442
Prior entropy
1
Recall
0.7442
Per class
Relative absolute error
0.6501
Root mean prior squared error
0.5
Root mean squared error
0.446
Root relative squared error
0.8919