Run
571466

Run 571466

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) Uploaded 04-05-2016 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)_g10
moa.BlastDecayed(1)_k1
moa.BlastDecayed(1)_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
0.8779
Per class
Confusion matrix
F measure
0.7826
Per class
Kappa
0.7552
KB relative information score
772519.2255
Mean absolute error
0.048
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.782
Per class
Predictive accuracy
0.7841
Prior entropy
3.1699
Recall
0.7841
Per class
Relative absolute error
0.2429
Root mean prior squared error
0.3143
Root mean squared error
0.219
Root relative squared error
0.697