Run
502709

Run 502709

Task 199 (Supervised Data Stream Classification) SEA(50) 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
0.8786
Per class
Confusion matrix
F measure
0.8741
Per class
Kappa
0.7324
KB relative information score
569109.7485
Mean absolute error
0.2374
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8752
Per class
Predictive accuracy
0.8754
Prior entropy
1
Recall
0.8754
Per class
Relative absolute error
0.4748
Root mean prior squared error
0.5
Root mean squared error
0.3351
Root relative squared error
0.6701