Run
543866

Run 543866

Task 182 (Supervised Data Stream Classification) BNG(vote) Uploaded 29-03-2016 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)_k5
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
0.978
Per class
Confusion matrix
F measure
0.9569
Per class
Kappa
0.9093
KB relative information score
117886.2788
Mean absolute error
0.0517
Mean prior absolute error
0.5
Number of instances
131072
Per class
Precision
0.9571
Per class
Predictive accuracy
0.9569
Prior entropy
1
Recall
0.9569
Per class
Relative absolute error
0.1034
Root mean prior squared error
0.5
Root mean squared error
0.1869
Root relative squared error
0.3738