Run
524584

Run 524584

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) 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)_a0.9

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
0.9457
Per class
Confusion matrix
F measure
0.8957
Per class
Kappa
0.6687
KB relative information score
684943.2055
Mean absolute error
0.1707
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8985
Per class
Predictive accuracy
0.9014
Prior entropy
1
Recall
0.9014
Per class
Relative absolute error
0.3413
Root mean prior squared error
0.5
Root mean squared error
0.2774
Root relative squared error
0.5548