Run
1836843

Run 1836843

Task 125958 (Supervised Data Stream Classification) BNG(spambase) Uploaded 28-10-2016 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)_k4
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
0.5852
Per class
Confusion matrix
F measure
0.5894
Per class
Kappa
0.1837
KB relative information score
321228.713
Mean absolute error
0.3402
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7218
Per class
Predictive accuracy
0.6635
Prior entropy
1
Recall
0.6635
Per class
Relative absolute error
0.6803
Root mean prior squared error
0.5
Root mean squared error
0.5729
Root relative squared error
1.1458