Run
524265

Run 524265

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)_a0.9

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
0.6617
Per class
Confusion matrix
F measure
0.6922
Per class
Kappa
0.2389
KB relative information score
373862.3256
Mean absolute error
0.3247
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7406
Per class
Predictive accuracy
0.7431
Prior entropy
1
Recall
0.7431
Per class
Relative absolute error
0.6495
Root mean prior squared error
0.5
Root mean squared error
0.4463
Root relative squared error
0.8926