Run
524374

Run 524374

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) 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
0.9445
Per class
Confusion matrix
F measure
0.8753
Per class
Kappa
0.7536
KB relative information score
797581.3512
Mean absolute error
0.0954
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8742
Per class
Predictive accuracy
0.8777
Prior entropy
2.3219
Recall
0.8777
Per class
Relative absolute error
0.2982
Root mean prior squared error
0.4
Root mean squared error
0.1991
Root relative squared error
0.4977