Run
524371

Run 524371

Task 2155 (Supervised Data Stream Classification) BNG(page-blocks) 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
0.7641
Per class
Confusion matrix
F measure
0.8579
Per class
Kappa
0.0626
KB relative information score
239903.0246
Mean absolute error
0.0846
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8574
Per class
Predictive accuracy
0.9009
Prior entropy
2.3219
Recall
0.9009
Per class
Relative absolute error
0.2644
Root mean prior squared error
0.4
Root mean squared error
0.1879
Root relative squared error
0.4697