Run
524533

Run 524533

Task 182 (Supervised Data Stream Classification) BNG(vote) Uploaded 17-02-2016 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)_a0.99

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
0.9906
Per class
Confusion matrix
F measure
0.9613
Per class
Kappa
0.9184
KB relative information score
114302.4615
Mean absolute error
0.0708
Mean prior absolute error
0.5
Number of instances
131072
Per class
Precision
0.9613
Per class
Predictive accuracy
0.9613
Prior entropy
1
Recall
0.9613
Per class
Relative absolute error
0.1416
Root mean prior squared error
0.5
Root mean squared error
0.1764
Root relative squared error
0.3528