Run
1837655

Run 1837655

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)_k1
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
0.9606
Per class
Confusion matrix
F measure
0.9303
Per class
Kappa
0.909
KB relative information score
924814.135
Mean absolute error
0.0199
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9306
Per class
Predictive accuracy
0.9303
Prior entropy
2.8074
Recall
0.9303
Per class
Relative absolute error
0.0813
Root mean prior squared error
0.3499
Root mean squared error
0.1411
Root relative squared error
0.4032