Run
1837929

Run 1837929

Task 182 (Supervised Data Stream Classification) BNG(vote) Uploaded 29-10-2016 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)_k6
moa.BlastDecayed(9)_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
0.9806
Per class
Confusion matrix
F measure
0.9601
Per class
Kappa
0.9158
KB relative information score
116716.4026
Mean absolute error
0.0569
Mean prior absolute error
0.5
Number of instances
131072
Per class
Precision
0.9601
Per class
Predictive accuracy
0.96
Prior entropy
1
Recall
0.96
Per class
Relative absolute error
0.1137
Root mean prior squared error
0.5
Root mean squared error
0.1879
Root relative squared error
0.3758