Run
1837047

Run 1837047

Task 2168 (Supervised Data Stream Classification) BNG(zoo) 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
0.9828
Per class
Confusion matrix
F measure
0.9159
Per class
Kappa
0.8942
KB relative information score
808487.9506
Mean absolute error
0.0727
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.917
Per class
Predictive accuracy
0.9197
Prior entropy
2.8074
Recall
0.9197
Per class
Relative absolute error
0.2969
Root mean prior squared error
0.3499
Root mean squared error
0.163
Root relative squared error
0.4658