Run
1836687

Run 1836687

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)_g1
moa.BlastDecayed(9)_k2
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
0.9015
Per class
Confusion matrix
F measure
0.8691
Per class
Kappa
0.7373
KB relative information score
740870
Mean absolute error
0.1296
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8739
Per class
Predictive accuracy
0.8687
Prior entropy
1
Recall
0.8687
Per class
Relative absolute error
0.2591
Root mean prior squared error
0.5
Root mean squared error
0.3291
Root relative squared error
0.6582