Run
1837735

Run 1837735

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)_k2
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
0.9171
Per class
Confusion matrix
F measure
0.7916
Per class
Kappa
0.7654
KB relative information score
801779.7926
Mean absolute error
0.0489
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7911
Per class
Predictive accuracy
0.7932
Prior entropy
3.1699
Recall
0.7932
Per class
Relative absolute error
0.2474
Root mean prior squared error
0.3143
Root mean squared error
0.1939
Root relative squared error
0.617