Run
524268

Run 524268

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) 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
0.9438
Per class
Confusion matrix
F measure
0.875
Per class
Kappa
0.753
KB relative information score
797416.5256
Mean absolute error
0.0954
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8739
Per class
Predictive accuracy
0.8773
Prior entropy
2.3219
Recall
0.8773
Per class
Relative absolute error
0.2981
Root mean prior squared error
0.4
Root mean squared error
0.1994
Root relative squared error
0.4986