Run
159721

Run 159721

Task 166 (Supervised Data Stream Classification) BNG(credit-g,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
0.8244
Per class
Confusion matrix
F measure
0.774
Per class
Kappa
0.4502
KB relative information score
450868.8817
Mean absolute error
0.2869
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7724
Per class
Predictive accuracy
0.7808
Prior entropy
1
Recall
0.7808
Per class
Relative absolute error
0.5738
Root mean prior squared error
0.5
Root mean squared error
0.3887
Root relative squared error
0.7773