Run
524582

Run 524582

Task 2168 (Supervised Data Stream Classification) BNG(zoo) 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
0.992
Per class
Confusion matrix
F measure
0.9305
Per class
Kappa
0.9105
KB relative information score
842565.9399
Mean absolute error
0.0602
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9304
Per class
Predictive accuracy
0.9316
Prior entropy
2.8074
Recall
0.9316
Per class
Relative absolute error
0.2457
Root mean prior squared error
0.3499
Root mean squared error
0.1422
Root relative squared error
0.4063