Run
1838036

Run 1838036

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 29-10-2016 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.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k7
moa.BlastDecayed(9)_ptrue

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
0.9601
Per class
Confusion matrix
F measure
0.8736
Per class
Kappa
0.8123
KB relative information score
736666.1366
Mean absolute error
0.1438
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8765
Per class
Predictive accuracy
0.8748
Prior entropy
1.585
Recall
0.8748
Per class
Relative absolute error
0.3235
Root mean prior squared error
0.4714
Root mean squared error
0.2585
Root relative squared error
0.5484