Run
1836938

Run 1836938

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) 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)_k6
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
0.9281
Per class
Confusion matrix
F measure
0.868
Per class
Kappa
0.7392
KB relative information score
833012.0394
Mean absolute error
0.0717
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8716
Per class
Predictive accuracy
0.871
Prior entropy
2.3219
Recall
0.871
Per class
Relative absolute error
0.2242
Root mean prior squared error
0.4
Root mean squared error
0.1989
Root relative squared error
0.4973