Run
1835930

Run 1835930

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g10
moa.BlastDecayed(9)_k1
moa.BlastDecayed(9)_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
0.8787
Per class
Confusion matrix
F measure
0.8795
Per class
Kappa
0.7563
KB relative information score
758814
Mean absolute error
0.1206
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8797
Per class
Predictive accuracy
0.8794
Prior entropy
1
Recall
0.8794
Per class
Relative absolute error
0.2412
Root mean prior squared error
0.5
Root mean squared error
0.3473
Root relative squared error
0.6945