Run
1836848

Run 1836848

Task 125963 (Supervised Data Stream Classification) BNG(anneal) Uploaded 28-10-2016 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)_k4
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
0.9643
Per class
Confusion matrix
F measure
0.9229
Per class
Kappa
0.8123
KB relative information score
909398.0372
Mean absolute error
0.0356
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.928
Per class
Predictive accuracy
0.9293
Prior entropy
2.585
Recall
0.9293
Per class
Relative absolute error
0.1281
Root mean prior squared error
0.3727
Root mean squared error
0.1363
Root relative squared error
0.3657