Run
1837795

Run 1837795

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)_k3
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
0.9297
Per class
Confusion matrix
F measure
0.8011
Per class
Kappa
0.7764
KB relative information score
804874.6109
Mean absolute error
0.0502
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.8006
Per class
Predictive accuracy
0.8029
Prior entropy
3.1699
Recall
0.8029
Per class
Relative absolute error
0.2541
Root mean prior squared error
0.3143
Root mean squared error
0.1874
Root relative squared error
0.5965