DEVELOPMENT... OpenML
Run
159701

Run 159701

Task 128 (Supervised Data Stream Classification) BNG(mfeat-fourier,nominal,1000000) Uploaded 12-02-2015 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
0.9832
Per class
Confusion matrix
F measure
0.8397
Per class
Kappa
0.8223
KB relative information score
843861.6675
Mean absolute error
0.0399
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8402
Per class
Predictive accuracy
0.84
Prior entropy
3.3219
Recall
0.84
Per class
Relative absolute error
0.2217
Root mean prior squared error
0.3
Root mean squared error
0.1515
Root relative squared error
0.5052