Run
159780

Run 159780

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) 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
0.9247
Per class
Confusion matrix
F measure
0.8793
Per class
Kappa
0.6412
KB relative information score
723474.6778
Mean absolute error
0.1422
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8828
Per class
Predictive accuracy
0.877
Prior entropy
1
Recall
0.877
Per class
Relative absolute error
0.2844
Root mean prior squared error
0.5
Root mean squared error
0.3074
Root relative squared error
0.6148