Run
544101

Run 544101

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 30-03-2016 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)_k4
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
0.7594
Per class
Confusion matrix
F measure
0.7665
Per class
Kappa
0.4252
KB relative information score
517539.8241
Mean absolute error
0.2443
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7694
Per class
Predictive accuracy
0.7796
Prior entropy
1
Recall
0.7796
Per class
Relative absolute error
0.4886
Root mean prior squared error
0.5
Root mean squared error
0.424
Root relative squared error
0.848