DEVELOPMENT... OpenML
Run
159740

Run 159740

Task 180 (Supervised Data Stream Classification) BNG(vehicle,nominal,1000000) Uploaded 12-02-2015 by Jason
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
0.7865
Per class
Confusion matrix
F measure
0.5209
Per class
Kappa
0.3831
KB relative information score
409675.8163
Mean absolute error
0.26
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.5678
Per class
Predictive accuracy
0.5346
Prior entropy
2
Recall
0.5346
Per class
Relative absolute error
0.6934
Root mean prior squared error
0.433
Root mean squared error
0.4228
Root relative squared error
0.9764