Run
1836770

Run 1836770

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) Uploaded 28-10-2016 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)_k3
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
0.9291
Per class
Confusion matrix
F measure
0.7955
Per class
Kappa
0.7711
KB relative information score
804572.1981
Mean absolute error
0.0503
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7957
Per class
Predictive accuracy
0.7983
Prior entropy
3.1699
Recall
0.7983
Per class
Relative absolute error
0.2545
Root mean prior squared error
0.3143
Root mean squared error
0.1876
Root relative squared error
0.597