Run
1837868

Run 1837868

Task 125958 (Supervised Data Stream Classification) BNG(spambase) Uploaded 29-10-2016 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)_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
0.5852
Per class
Confusion matrix
F measure
0.5932
Per class
Kappa
0.1887
KB relative information score
321313.9445
Mean absolute error
0.3401
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7188
Per class
Predictive accuracy
0.6648
Prior entropy
1
Recall
0.6648
Per class
Relative absolute error
0.6802
Root mean prior squared error
0.5
Root mean squared error
0.5729
Root relative squared error
1.1459