Run
159772

Run 159772

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 12-02-2015 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
0.9523
Per class
Confusion matrix
F measure
0.7668
Per class
Kappa
0.741
KB relative information score
763777.846
Mean absolute error
0.0512
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7706
Per class
Predictive accuracy
0.7669
Prior entropy
3.3219
Recall
0.7669
Per class
Relative absolute error
0.2846
Root mean prior squared error
0.3
Root mean squared error
0.195
Root relative squared error
0.6499