Run
159694

Run 159694

Task 126 (Supervised Data Stream Classification) BNG(lymph,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
0.9566
Per class
Confusion matrix
F measure
0.8767
Per class
Kappa
0.7701
KB relative information score
822876.6922
Mean absolute error
0.0843
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8784
Per class
Predictive accuracy
0.8769
Prior entropy
2
Recall
0.8769
Per class
Relative absolute error
0.2248
Root mean prior squared error
0.433
Root mean squared error
0.212
Root relative squared error
0.4897