Run
1837717

Run 1837717

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)_k2
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
0.8766
Per class
Confusion matrix
F measure
0.9122
Per class
Kappa
0.7268
KB relative information score
804497.0429
Mean absolute error
0.0978
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9121
Per class
Predictive accuracy
0.9146
Prior entropy
1
Recall
0.9146
Per class
Relative absolute error
0.1956
Root mean prior squared error
0.5
Root mean squared error
0.2795
Root relative squared error
0.559