Run
571462

Run 571462

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 04-05-2016 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)_g10
moa.BlastDecayed(1)_k1
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
0.8761
Per class
Confusion matrix
F measure
0.8777
Per class
Kappa
0.7524
KB relative information score
755402
Mean absolute error
0.1223
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8777
Per class
Predictive accuracy
0.8777
Prior entropy
1
Recall
0.8777
Per class
Relative absolute error
0.2446
Root mean prior squared error
0.5
Root mean squared error
0.3497
Root relative squared error
0.6994