Run
1835816

Run 1835816

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.99
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
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
0.8388
Per class
Confusion matrix
F measure
0.9075
Per class
Kappa
0.7125
KB relative information score
819970
Mean absolute error
0.09
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9072
Per class
Predictive accuracy
0.91
Prior entropy
1
Recall
0.91
Per class
Relative absolute error
0.18
Root mean prior squared error
0.5
Root mean squared error
0.3
Root relative squared error
0.6001