Run
1835911

Run 1835911

Task 125958 (Supervised Data Stream Classification) BNG(spambase) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.9999
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
0.5825
Per class
Confusion matrix
F measure
0.5947
Per class
Kappa
0.1904
KB relative information score
330200
Mean absolute error
0.3349
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7165
Per class
Predictive accuracy
0.6651
Prior entropy
1
Recall
0.6651
Per class
Relative absolute error
0.6698
Root mean prior squared error
0.5
Root mean squared error
0.5787
Root relative squared error
1.1574