Run
502712

Run 502712

Task 2127 (Supervised Data Stream Classification) BNG(anneal) 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
0.8753
Per class
Confusion matrix
F measure
0.8782
Per class
Kappa
0.6349
KB relative information score
755992.8306
Mean absolute error
0.0898
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9388
Per class
Predictive accuracy
0.8312
Prior entropy
2.585
Recall
0.8312
Per class
Relative absolute error
0.3234
Root mean prior squared error
0.3727
Root mean squared error
0.2359
Root relative squared error
0.633