Run
1837048

Run 1837048

Task 2166 (Supervised Data Stream Classification) BNG(vowel) 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)_k7
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
0.8611
Per class
Confusion matrix
F measure
0.4979
Per class
Kappa
0.4508
KB relative information score
451534.7316
Mean absolute error
0.1244
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.5278
Per class
Predictive accuracy
0.5007
Prior entropy
3.4594
Recall
0.5007
Per class
Relative absolute error
0.7525
Root mean prior squared error
0.2875
Root mean squared error
0.2469
Root relative squared error
0.8589