Run
1837854

Run 1837854

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) Uploaded 29-10-2016 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)_k4
moa.BlastDecayed(9)_ptrue

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
0.9381
Per class
Confusion matrix
F measure
0.8
Per class
Kappa
0.7752
KB relative information score
785177.0921
Mean absolute error
0.0591
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7995
Per class
Predictive accuracy
0.8018
Prior entropy
3.1699
Recall
0.8018
Per class
Relative absolute error
0.2994
Root mean prior squared error
0.3143
Root mean squared error
0.186
Root relative squared error
0.592