Run
177993

Run 177993

Task 7370 (Supervised Data Stream Classification) BNG(audiology,5000,10) Uploaded 23-02-2015 by Jan van Rijn
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Flow

moa.LeveragingBag_NaiveBayes(1)Moa implementation of LeveragingBag
moa.LeveragingBag_NaiveBayes(1)_lmoa.classifiers.bayes.NaiveBayes
moa.LeveragingBag_NaiveBayes(1)_s10
moa.LeveragingBag_NaiveBayes(1)_w6.0
moa.LeveragingBag_NaiveBayes(1)_a0.002
moa.LeveragingBag_NaiveBayes(1)_ofalse
moa.LeveragingBag_NaiveBayes(1)_mLeveragingBag
moa.LeveragingBag_NaiveBayes(1)_r1

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
0.9925
Per class
Confusion matrix
F measure
0.8595
Per class
Kappa
0.8406
KB relative information score
873978.1906
Mean absolute error
0.0165
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.858
Per class
Predictive accuracy
0.8619
Prior entropy
4.585
Recall
0.8619
Per class
Relative absolute error
0.2064
Root mean prior squared error
0.1998
Root mean squared error
0.0913
Root relative squared error
0.4569