Run
1836720

Run 1836720

Task 182 (Supervised Data Stream Classification) BNG(vote) Uploaded 27-10-2016 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)_k3
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
0.9749
Per class
Confusion matrix
F measure
0.9638
Per class
Kappa
0.9237
KB relative information score
120220.7383
Mean absolute error
0.0421
Mean prior absolute error
0.5
Number of instances
131072
Per class
Precision
0.9638
Per class
Predictive accuracy
0.9638
Prior entropy
1
Recall
0.9638
Per class
Relative absolute error
0.0842
Root mean prior squared error
0.5
Root mean squared error
0.179
Root relative squared error
0.3581