Run
524596

Run 524596

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 17-02-2016 by Jan van Rijn
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Flow

moa.BLAST(2)Moa implementation of BLAST
moa.BLAST(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BLAST(2)_w1000

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
0.7965
Per class
Confusion matrix
F measure
0.7643
Per class
Kappa
0.4217
KB relative information score
431870.1665
Mean absolute error
0.2978
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7647
Per class
Predictive accuracy
0.7753
Prior entropy
1
Recall
0.7753
Per class
Relative absolute error
0.5956
Root mean prior squared error
0.5
Root mean squared error
0.4014
Root relative squared error
0.8028