Run
1836889

Run 1836889

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)_k5
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
0.9347
Per class
Confusion matrix
F measure
0.7827
Per class
Kappa
0.7584
KB relative information score
707509.0325
Mean absolute error
0.0868
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7863
Per class
Predictive accuracy
0.7874
Prior entropy
3.1699
Recall
0.7874
Per class
Relative absolute error
0.4397
Root mean prior squared error
0.3143
Root mean squared error
0.2012
Root relative squared error
0.6401