Run
1837046

Run 1837046

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) 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
0.9121
Per class
Confusion matrix
F measure
0.8917
Per class
Kappa
0.6538
KB relative information score
733225.2925
Mean absolute error
0.1397
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8968
Per class
Predictive accuracy
0.8989
Prior entropy
1
Recall
0.8989
Per class
Relative absolute error
0.2795
Root mean prior squared error
0.5
Root mean squared error
0.2808
Root relative squared error
0.5616