Run
1836829

Run 1836829

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)_k4
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
0.9362
Per class
Confusion matrix
F measure
0.7918
Per class
Kappa
0.7676
KB relative information score
777790.7479
Mean absolute error
0.0619
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7925
Per class
Predictive accuracy
0.7952
Prior entropy
3.1699
Recall
0.7952
Per class
Relative absolute error
0.3133
Root mean prior squared error
0.3143
Root mean squared error
0.1887
Root relative squared error
0.6006