Run
1838075

Run 1838075

Task 125958 (Supervised Data Stream Classification) BNG(spambase) 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)_k7
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
0.591
Per class
Confusion matrix
F measure
0.5859
Per class
Kappa
0.1785
KB relative information score
296895.7578
Mean absolute error
0.3543
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7225
Per class
Predictive accuracy
0.662
Prior entropy
1
Recall
0.662
Per class
Relative absolute error
0.7085
Root mean prior squared error
0.5
Root mean squared error
0.5682
Root relative squared error
1.1364