Run
543904

Run 543904

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 29-03-2016 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)_k5
moa.BlastDecayed(1)_ptrue

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
0.7647
Per class
Confusion matrix
F measure
0.7486
Per class
Kappa
0.3764
KB relative information score
504352.6517
Mean absolute error
0.2515
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.763
Per class
Predictive accuracy
0.7717
Prior entropy
1
Recall
0.7717
Per class
Relative absolute error
0.503
Root mean prior squared error
0.5
Root mean squared error
0.4226
Root relative squared error
0.8452