Run
524369

Run 524369

Task 2132 (Supervised Data Stream Classification) BNG(lymph) 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
0.9698
Per class
Confusion matrix
F measure
0.8996
Per class
Kappa
0.8124
KB relative information score
780450.4546
Mean absolute error
0.1143
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.9024
Per class
Predictive accuracy
0.9009
Prior entropy
2
Recall
0.9009
Per class
Relative absolute error
0.3047
Root mean prior squared error
0.433
Root mean squared error
0.21
Root relative squared error
0.4851