Run
524272

Run 524272

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) 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
0.8701
Per class
Confusion matrix
F measure
0.6461
Per class
Kappa
0.5501
KB relative information score
414764.7528
Mean absolute error
0.2662
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6503
Per class
Predictive accuracy
0.6625
Prior entropy
2
Recall
0.6625
Per class
Relative absolute error
0.71
Root mean prior squared error
0.433
Root mean squared error
0.3455
Root relative squared error
0.7978