Run
524474

Run 524474

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 17-02-2016 by Jan van Rijn
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Flow

moa.BLAST(2)Moa implementation of BLAST
moa.BLAST(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BLAST(2)_w1000

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
0.6636
Per class
Confusion matrix
F measure
0.5941
Per class
Kappa
0.1885
KB relative information score
192916.3565
Mean absolute error
0.4108
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7124
Per class
Predictive accuracy
0.6641
Prior entropy
1
Recall
0.6641
Per class
Relative absolute error
0.8215
Root mean prior squared error
0.5
Root mean squared error
0.4538
Root relative squared error
0.9075