Run
543393

Run 543393

Task 2166 (Supervised Data Stream Classification) BNG(vowel) Uploaded 24-03-2016 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)_k2
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
0.8445
Per class
Confusion matrix
F measure
0.5055
Per class
Kappa
0.4701
KB relative information score
615870.4006
Mean absolute error
0.0851
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.5374
Per class
Predictive accuracy
0.5182
Prior entropy
3.4594
Recall
0.5182
Per class
Relative absolute error
0.5151
Root mean prior squared error
0.2875
Root mean squared error
0.2414
Root relative squared error
0.8398