Run
1836710

Run 1836710

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) Uploaded 27-10-2016 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)_k2
moa.BlastDecayed(9)_pfalse

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
0.9166
Per class
Confusion matrix
F measure
0.7682
Per class
Kappa
0.7459
KB relative information score
801524.0633
Mean absolute error
0.0489
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7787
Per class
Predictive accuracy
0.7762
Prior entropy
3.1699
Recall
0.7762
Per class
Relative absolute error
0.2478
Root mean prior squared error
0.3143
Root mean squared error
0.194
Root relative squared error
0.6175