Run
543431

Run 543431

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 24-03-2016 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)_k3
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
0.5839
Per class
Confusion matrix
F measure
0.5935
Per class
Kappa
0.1891
KB relative information score
325070.1826
Mean absolute error
0.3378
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7186
Per class
Predictive accuracy
0.6649
Prior entropy
1
Recall
0.6649
Per class
Relative absolute error
0.6756
Root mean prior squared error
0.5
Root mean squared error
0.5756
Root relative squared error
1.1513