Run
502720

Run 502720

Task 2130 (Supervised Data Stream Classification) BNG(letter) 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
0.921
Per class
Confusion matrix
F measure
0.5349
Per class
Kappa
0.519
KB relative information score
523584.8069
Mean absolute error
0.0514
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.5383
Per class
Predictive accuracy
0.5375
Prior entropy
4.7004
Recall
0.5375
Per class
Relative absolute error
0.6945
Root mean prior squared error
0.1923
Root mean squared error
0.154
Root relative squared error
0.8008