Run
159724

Run 159724

Task 167 (Supervised Data Stream Classification) BNG(pendigits,nominal,1000000) 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
0.969
Per class
Confusion matrix
F measure
0.8054
Per class
Kappa
0.7856
KB relative information score
803334.3334
Mean absolute error
0.0434
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8126
Per class
Predictive accuracy
0.8071
Prior entropy
3.3219
Recall
0.8071
Per class
Relative absolute error
0.241
Root mean prior squared error
0.3
Root mean squared error
0.1759
Root relative squared error
0.5865