Run
524324

Run 524324

Task 7316 (Supervised Data Stream Classification) vehicleNorm 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
0.8973
Per class
Confusion matrix
F measure
0.8452
Per class
Kappa
0.693
KB relative information score
55237.9206
Mean absolute error
0.2366
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8582
Per class
Predictive accuracy
0.8465
Prior entropy
1
Recall
0.8465
Per class
Relative absolute error
0.4732
Root mean prior squared error
0.5
Root mean squared error
0.3426
Root relative squared error
0.6851