Run
1837881

Run 1837881

Task 200 (Supervised Data Stream Classification) SEA(50000) 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)_k5
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
0.8786
Per class
Confusion matrix
F measure
0.8636
Per class
Kappa
0.7094
KB relative information score
704394.0397
Mean absolute error
0.1506
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8662
Per class
Predictive accuracy
0.8656
Prior entropy
1
Recall
0.8656
Per class
Relative absolute error
0.3012
Root mean prior squared error
0.5
Root mean squared error
0.3457
Root relative squared error
0.6915