Run
1837913

Run 1837913

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) Uploaded 29-10-2016 by Jan van Rijn
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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)_k5
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
0.9381
Per class
Confusion matrix
F measure
0.7993
Per class
Kappa
0.7746
KB relative information score
767741.0656
Mean absolute error
0.0659
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.799
Per class
Predictive accuracy
0.8013
Prior entropy
3.1699
Recall
0.8013
Per class
Relative absolute error
0.3336
Root mean prior squared error
0.3143
Root mean squared error
0.1861
Root relative squared error
0.5922