Run
543566

Run 543566

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 25-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k5
moa.BlastDecayed(1)_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
0.5919
Per class
Confusion matrix
F measure
0.5935
Per class
Kappa
0.1893
KB relative information score
316110.8181
Mean absolute error
0.3435
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7198
Per class
Predictive accuracy
0.6651
Prior entropy
1
Recall
0.6651
Per class
Relative absolute error
0.6869
Root mean prior squared error
0.5
Root mean squared error
0.565
Root relative squared error
1.13