Run
1836677

Run 1836677

Task 178 (Supervised Data Stream Classification) BNG(trains) 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)_k2
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
0.9651
Per class
Confusion matrix
F measure
0.9332
Per class
Kappa
0.8667
KB relative information score
862048
Mean absolute error
0.069
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9362
Per class
Predictive accuracy
0.9333
Prior entropy
1
Recall
0.9333
Per class
Relative absolute error
0.138
Root mean prior squared error
0.5
Root mean squared error
0.2219
Root relative squared error
0.4437