Run
543733

Run 543733

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 27-03-2016 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)_k7
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
0.922
Per class
Confusion matrix
F measure
0.8719
Per class
Kappa
0.7403
KB relative information score
590753.9206
Mean absolute error
0.2212
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8726
Per class
Predictive accuracy
0.8723
Prior entropy
1
Recall
0.8723
Per class
Relative absolute error
0.4424
Root mean prior squared error
0.5
Root mean squared error
0.323
Root relative squared error
0.6459