Run
177390

Run 177390

Task 7365 (Supervised Data Stream Classification) BNG(audiology,1000,1) 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
0.9926
Per class
Confusion matrix
F measure
0.8567
Per class
Kappa
0.8368
KB relative information score
872037.7362
Mean absolute error
0.0163
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.8556
Per class
Predictive accuracy
0.8584
Prior entropy
4.585
Recall
0.8584
Per class
Relative absolute error
0.2039
Root mean prior squared error
0.1998
Root mean squared error
0.0918
Root relative squared error
0.4595