Run
524495

Run 524495

Task 192 (Supervised Data Stream Classification) LED(50000) Uploaded 17-02-2016 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)_a0.99

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
0.9514
Per class
Confusion matrix
F measure
0.7319
Per class
Kappa
0.7027
KB relative information score
620218.4771
Mean absolute error
0.1
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.732
Per class
Predictive accuracy
0.7324
Prior entropy
3.3219
Recall
0.7324
Per class
Relative absolute error
0.5556
Root mean prior squared error
0.3
Root mean squared error
0.2054
Root relative squared error
0.6847