Run
1837897

Run 1837897

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)_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
0.9282
Per class
Confusion matrix
F measure
0.8745
Per class
Kappa
0.7522
KB relative information score
844813.4601
Mean absolute error
0.0637
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8743
Per class
Predictive accuracy
0.8769
Prior entropy
2.3219
Recall
0.8769
Per class
Relative absolute error
0.1992
Root mean prior squared error
0.4
Root mean squared error
0.198
Root relative squared error
0.4951