Run
524365

Run 524365

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 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)_a0.999

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
0.93
Per class
Confusion matrix
F measure
0.8857
Per class
Kappa
0.7686
KB relative information score
782815.2692
Mean absolute error
0.1039
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8876
Per class
Predictive accuracy
0.8838
Prior entropy
2.3219
Recall
0.8838
Per class
Relative absolute error
0.3248
Root mean prior squared error
0.4
Root mean squared error
0.2061
Root relative squared error
0.5152