Run
543796

Run 543796

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) Uploaded 28-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k7
moa.BlastDecayed(1)_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
0.9422
Per class
Confusion matrix
F measure
0.7989
Per class
Kappa
0.7743
KB relative information score
739385.8099
Mean absolute error
0.0765
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7984
Per class
Predictive accuracy
0.8011
Prior entropy
3.1699
Recall
0.8011
Per class
Relative absolute error
0.3873
Root mean prior squared error
0.3143
Root mean squared error
0.1868
Root relative squared error
0.5944