DEVELOPMENT... OpenML
Run
179095

Run 179095

Task 7368 (Supervised Data Stream Classification) BNG(audiology,5000,1) Uploaded 23-02-2015 by Jason
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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
0.9882
Per class
Confusion matrix
F measure
0.814
Per class
Kappa
0.7866
KB relative information score
836801.6403
Mean absolute error
0.0202
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.8144
Per class
Predictive accuracy
0.8145
Prior entropy
4.585
Recall
0.8145
Per class
Relative absolute error
0.2527
Root mean prior squared error
0.1998
Root mean squared error
0.104
Root relative squared error
0.5206