Run
502714

Run 502714

Task 2129 (Supervised Data Stream Classification) BNG(labor) Uploaded 22-12-2015 by Jan van Rijn
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Flow

moa.WeightedEnsemble(1)Moa implementation of WeightedEnsemble
moa.WeightedEnsemble(1)_b,bayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.WeightedEnsemble(1)_a0.99

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
0.9764
Per class
Confusion matrix
F measure
0.9353
Per class
Kappa
0.8571
KB relative information score
745408.822
Mean absolute error
0.1435
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9364
Per class
Predictive accuracy
0.936
Prior entropy
1
Recall
0.936
Per class
Relative absolute error
0.287
Root mean prior squared error
0.5
Root mean squared error
0.2333
Root relative squared error
0.4666