Run
524237

Run 524237

Task 170 (Supervised Data Stream Classification) BNG(segment) 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
0.9802
Per class
Confusion matrix
F measure
0.8651
Per class
Kappa
0.8419
KB relative information score
779507.1825
Mean absolute error
0.0798
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8674
Per class
Predictive accuracy
0.8645
Prior entropy
2.8074
Recall
0.8645
Per class
Relative absolute error
0.3257
Root mean prior squared error
0.3499
Root mean squared error
0.1755
Root relative squared error
0.5015