Run
524215

Run 524215

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) 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
0.9416
Per class
Confusion matrix
F measure
0.8799
Per class
Kappa
0.7561
KB relative information score
578943.8603
Mean absolute error
0.2305
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8809
Per class
Predictive accuracy
0.8804
Prior entropy
1
Recall
0.8804
Per class
Relative absolute error
0.4609
Root mean prior squared error
0.5
Root mean squared error
0.3113
Root relative squared error
0.6225