Run
543829

Run 543829

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 28-03-2016 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)_k6
moa.BlastDecayed(1)_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
0.5914
Per class
Confusion matrix
F measure
0.5934
Per class
Kappa
0.1892
KB relative information score
307723.4112
Mean absolute error
0.3485
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
0.697
Root mean prior squared error
0.5
Root mean squared error
0.5662
Root relative squared error
1.1324