Run
1837042

Run 1837042

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)_k7
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
0.8682
Per class
Kappa
0.7394
KB relative information score
805666.2885
Mean absolute error
0.0877
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8721
Per class
Predictive accuracy
0.8711
Prior entropy
2.3219
Recall
0.8711
Per class
Relative absolute error
0.274
Root mean prior squared error
0.4
Root mean squared error
0.2063
Root relative squared error
0.5157