Run
1835905

Run 1835905

Task 125963 (Supervised Data Stream Classification) BNG(anneal) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.9999
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
0.9271
Per class
Confusion matrix
F measure
0.9443
Per class
Kappa
0.8625
KB relative information score
940222.0465
Mean absolute error
0.0181
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9436
Per class
Predictive accuracy
0.9457
Prior entropy
2.585
Recall
0.9457
Per class
Relative absolute error
0.0651
Root mean prior squared error
0.3727
Root mean squared error
0.1345
Root relative squared error
0.3609