Run
502744

Run 502744

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 22-12-2015 by Jan van Rijn
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Flow

moa.WeightedEnsemble(1)Moa implementation of WeightedEnsemble
moa.WeightedEnsemble(1)_b,bayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.WeightedEnsemble(1)_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
0.9921
Per class
Confusion matrix
F measure
0.9307
Per class
Kappa
0.9107
KB relative information score
842188.92
Mean absolute error
0.0604
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9307
Per class
Predictive accuracy
0.9318
Prior entropy
2.8074
Recall
0.9318
Per class
Relative absolute error
0.2466
Root mean prior squared error
0.3499
Root mean squared error
0.1421
Root relative squared error
0.4061