Run
1837841

Run 1837841

Task 2168 (Supervised Data Stream Classification) BNG(zoo) 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)_k4
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
0.9817
Per class
Confusion matrix
F measure
0.9363
Per class
Kappa
0.9173
KB relative information score
926441.9819
Mean absolute error
0.0242
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9363
Per class
Predictive accuracy
0.9367
Prior entropy
2.8074
Recall
0.9367
Per class
Relative absolute error
0.0987
Root mean prior squared error
0.3499
Root mean squared error
0.1223
Root relative squared error
0.3495