Run
1835749

Run 1835749

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)_a0.9
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
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
0.8554
Per class
Confusion matrix
F measure
0.8571
Per class
Kappa
0.7109
KB relative information score
714298
Mean absolute error
0.1429
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8571
Per class
Predictive accuracy
0.8571
Prior entropy
1
Recall
0.8571
Per class
Relative absolute error
0.2857
Root mean prior squared error
0.5
Root mean squared error
0.378
Root relative squared error
0.7559