Run
524255

Run 524255

Task 194 (Supervised Data Stream Classification) RandomRBF_0_0 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)_a0.9

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
0.9773
Per class
Confusion matrix
F measure
0.8802
Per class
Kappa
0.8441
KB relative information score
689020.5134
Mean absolute error
0.1419
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8817
Per class
Predictive accuracy
0.8797
Prior entropy
2.3219
Recall
0.8797
Per class
Relative absolute error
0.4435
Root mean prior squared error
0.4
Root mean squared error
0.2184
Root relative squared error
0.5461