Run
524245

Run 524245

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 16-02-2016 by Jan van Rijn
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Flow

moa.WeightedEnsemble(2)Moa implementation of WeightedEnsemble
moa.WeightedEnsemble(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.WeightedEnsemble(2)_a0.9

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
0.6645
Per class
Confusion matrix
F measure
0.5902
Per class
Kappa
0.1852
KB relative information score
204005.4095
Mean absolute error
0.4085
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7238
Per class
Predictive accuracy
0.6642
Prior entropy
1
Recall
0.6642
Per class
Relative absolute error
0.817
Root mean prior squared error
0.5
Root mean squared error
0.4594
Root relative squared error
0.9189