Run
159728

Run 159728

Task 171 (Supervised Data Stream Classification) BNG(sick,nominal,1000000) Uploaded 12-02-2015 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8506
Per class
Confusion matrix
F measure
0.9207
Per class
Kappa
0.1974
KB relative information score
800619.2787
Mean absolute error
0.1075
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9145
Per class
Predictive accuracy
0.9351
Prior entropy
1
Recall
0.9351
Per class
Relative absolute error
0.215
Root mean prior squared error
0.5
Root mean squared error
0.2266
Root relative squared error
0.4531