Run
1837835

Run 1837835

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) 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)_k4
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
0.922
Per class
Confusion matrix
F measure
0.8774
Per class
Kappa
0.7579
KB relative information score
856279.2048
Mean absolute error
0.0572
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8768
Per class
Predictive accuracy
0.8795
Prior entropy
2.3219
Recall
0.8795
Per class
Relative absolute error
0.1788
Root mean prior squared error
0.4
Root mean squared error
0.1993
Root relative squared error
0.4983