Run
1836973

Run 1836973

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)_k6
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
0.9319
Per class
Confusion matrix
F measure
0.7741
Per class
Kappa
0.7494
KB relative information score
650689.5629
Mean absolute error
0.1046
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7805
Per class
Predictive accuracy
0.7796
Prior entropy
3.1699
Recall
0.7796
Per class
Relative absolute error
0.5293
Root mean prior squared error
0.3143
Root mean squared error
0.2131
Root relative squared error
0.678