Run
1836003

Run 1836003

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)_g100
moa.BlastDecayed(9)_k1
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
0.883
Per class
Confusion matrix
F measure
0.7916
Per class
Kappa
0.7655
KB relative information score
782107.0343
Mean absolute error
0.046
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7912
Per class
Predictive accuracy
0.7932
Prior entropy
3.1699
Recall
0.7932
Per class
Relative absolute error
0.2327
Root mean prior squared error
0.3143
Root mean squared error
0.2144
Root relative squared error
0.6821