Run
543500

Run 543500

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 25-03-2016 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)_k3
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
0.7511
Per class
Confusion matrix
F measure
0.7671
Per class
Kappa
0.427
KB relative information score
532296.7314
Mean absolute error
0.2358
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7695
Per class
Predictive accuracy
0.7797
Prior entropy
1
Recall
0.7797
Per class
Relative absolute error
0.4715
Root mean prior squared error
0.5
Root mean squared error
0.4303
Root relative squared error
0.8607