Run
543611

Run 543611

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) Uploaded 26-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k5
moa.BlastDecayed(1)_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
0.9389
Per class
Confusion matrix
F measure
0.7884
Per class
Kappa
0.7651
KB relative information score
711186.6413
Mean absolute error
0.0859
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7901
Per class
Predictive accuracy
0.793
Prior entropy
3.1699
Recall
0.793
Per class
Relative absolute error
0.4348
Root mean prior squared error
0.3143
Root mean squared error
0.1984
Root relative squared error
0.6313