Run
1836948

Run 1836948

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)_k6
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
0.9122
Per class
Confusion matrix
F measure
0.9034
Per class
Kappa
0.7
KB relative information score
756412.2001
Mean absolute error
0.1269
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9027
Per class
Predictive accuracy
0.9057
Prior entropy
1
Recall
0.9057
Per class
Relative absolute error
0.2538
Root mean prior squared error
0.5
Root mean squared error
0.2735
Root relative squared error
0.5469