Run
524274

Run 524274

Task 2244 (Supervised Data Stream Classification) adult 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
0.5
Per class
Confusion matrix
F measure
0.0924
Per class
KB relative information score
-25468
Mean absolute error
0.7607
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.0573
Per class
Predictive accuracy
0.2393
Prior entropy
1
Recall
0.2393
Per class
Relative absolute error
1.5214
Root mean prior squared error
0.5
Root mean squared error
0.8722
Root relative squared error
1.7444