Run
524523

Run 524523

Task 188 (Supervised Data Stream Classification) CovPokElec Uploaded 17-02-2016 by Joaquin Vanschoren
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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)_a0.99

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
0.937
Per class
Confusion matrix
F measure
0.8133
Per class
Kappa
0.6886
KB relative information score
1161269.1295
Mean absolute error
0.0633
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.8187
Per class
Predictive accuracy
0.82
Prior entropy
3.3219
Recall
0.82
Per class
Relative absolute error
0.3517
Root mean prior squared error
0.3
Root mean squared error
0.1643
Root relative squared error
0.5476