Run
1837902

Run 1837902

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) 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
0.913
Per class
Confusion matrix
F measure
0.9023
Per class
Kappa
0.6942
KB relative information score
772557.9567
Mean absolute error
0.1175
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9024
Per class
Predictive accuracy
0.9057
Prior entropy
1
Recall
0.9057
Per class
Relative absolute error
0.2351
Root mean prior squared error
0.5
Root mean squared error
0.2709
Root relative squared error
0.5419