Run
1837961

Run 1837961

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)_k6
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
0.9154
Per class
Confusion matrix
F measure
0.9044
Per class
Kappa
0.7001
KB relative information score
758363.0792
Mean absolute error
0.1259
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9049
Per class
Predictive accuracy
0.908
Prior entropy
1
Recall
0.908
Per class
Relative absolute error
0.2518
Root mean prior squared error
0.5
Root mean squared error
0.2725
Root relative squared error
0.5451