Run
524214

Run 524214

Task 120 (Supervised Data Stream Classification) BNG(anneal,nominal,1000000) 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
0.988
Per class
Confusion matrix
F measure
0.9419
Per class
Kappa
0.8575
KB relative information score
879857.5677
Mean absolute error
0.0537
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9421
Per class
Predictive accuracy
0.9449
Prior entropy
2.585
Recall
0.9449
Per class
Relative absolute error
0.1934
Root mean prior squared error
0.3727
Root mean squared error
0.1285
Root relative squared error
0.3447