Run
1836689

Run 1836689

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) 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
0.8964
Per class
Confusion matrix
F measure
0.8731
Per class
Kappa
0.7488
KB relative information score
864751.2179
Mean absolute error
0.0505
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8739
Per class
Predictive accuracy
0.8755
Prior entropy
2.3219
Recall
0.8755
Per class
Relative absolute error
0.1577
Root mean prior squared error
0.4
Root mean squared error
0.2105
Root relative squared error
0.5262