Run
177985

Run 177985

Task 7369 (Supervised Data Stream Classification) BNG(audiology,5000,5) 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
0.9927
Per class
Confusion matrix
F measure
0.857
Per class
Kappa
0.8371
KB relative information score
872269.5379
Mean absolute error
0.0163
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.856
Per class
Predictive accuracy
0.8586
Prior entropy
4.585
Recall
0.8586
Per class
Relative absolute error
0.2036
Root mean prior squared error
0.1998
Root mean squared error
0.0917
Root relative squared error
0.459