Run
177980

Run 177980

Task 7374 (Supervised Data Stream Classification) BNG(autos,1000,1) 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
0.9129
Per class
Confusion matrix
F measure
0.6959
Per class
Kappa
0.6104
KB relative information score
647088.6072
Mean absolute error
0.1132
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.6927
Per class
Predictive accuracy
0.7012
Prior entropy
2.8074
Recall
0.7012
Per class
Relative absolute error
0.4621
Root mean prior squared error
0.3499
Root mean squared error
0.2441
Root relative squared error
0.6975