Run
524259

Run 524259

Task 2127 (Supervised Data Stream Classification) BNG(anneal) 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
0.8749
Per class
Confusion matrix
F measure
0.8781
Per class
Kappa
0.6347
KB relative information score
755863.4032
Mean absolute error
0.0899
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9387
Per class
Predictive accuracy
0.8311
Prior entropy
2.585
Recall
0.8311
Per class
Relative absolute error
0.3235
Root mean prior squared error
0.3727
Root mean squared error
0.2361
Root relative squared error
0.6336