Run
502776

Run 502776

Task 7316 (Supervised Data Stream Classification) vehicleNorm Uploaded 22-12-2015 by Jan van Rijn
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Flow

moa.WeightedEnsemble(1)Moa implementation of WeightedEnsemble
moa.WeightedEnsemble(1)_b,bayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.WeightedEnsemble(1)_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
0.8975
Per class
Confusion matrix
F measure
0.8451
Per class
Kappa
0.6928
KB relative information score
55234.0065
Mean absolute error
0.2366
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8583
Per class
Predictive accuracy
0.8464
Prior entropy
1
Recall
0.8464
Per class
Relative absolute error
0.4732
Root mean prior squared error
0.5
Root mean squared error
0.3425
Root relative squared error
0.6851