Run
543667

Run 543667

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) Uploaded 26-03-2016 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)_k6
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
0.9369
Per class
Confusion matrix
F measure
0.7827
Per class
Kappa
0.7592
KB relative information score
654820.4631
Mean absolute error
0.1034
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7864
Per class
Predictive accuracy
0.788
Prior entropy
3.1699
Recall
0.788
Per class
Relative absolute error
0.5235
Root mean prior squared error
0.3143
Root mean squared error
0.2093
Root relative squared error
0.666