Run
1837059

Run 1837059

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) 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)_k7
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
0.8893
Per class
Confusion matrix
F measure
0.8492
Per class
Kappa
0.5042
KB relative information score
679043.3972
Mean absolute error
0.1657
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8758
Per class
Predictive accuracy
0.8697
Prior entropy
1
Recall
0.8697
Per class
Relative absolute error
0.3315
Root mean prior squared error
0.5
Root mean squared error
0.314
Root relative squared error
0.6279