Run
524238

Run 524238

Task 7309 (Supervised Data Stream Classification) Agrawal1 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
0.9758
Per class
Confusion matrix
F measure
0.9423
Per class
Kappa
0.8684
KB relative information score
571672.5793
Mean absolute error
0.2424
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9425
Per class
Predictive accuracy
0.9427
Prior entropy
1
Recall
0.9427
Per class
Relative absolute error
0.4849
Root mean prior squared error
0.5
Root mean squared error
0.2865
Root relative squared error
0.573