Run
1835789

Run 1835789

Task 125958 (Supervised Data Stream Classification) BNG(spambase) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.9
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
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
0.5723
Per class
Confusion matrix
F measure
0.5894
Per class
Kappa
0.164
KB relative information score
296544
Mean absolute error
0.3517
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6543
Per class
Predictive accuracy
0.6483
Prior entropy
1
Recall
0.6483
Per class
Relative absolute error
0.7035
Root mean prior squared error
0.5
Root mean squared error
0.5931
Root relative squared error
1.1861