Run
524562

Run 524562

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 17-02-2016 by Joaquin Vanschoren
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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)_a0.99

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
0.9459
Per class
Confusion matrix
F measure
0.8425
Per class
Kappa
0.4854
KB relative information score
613854.1242
Mean absolute error
0.2067
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8574
Per class
Predictive accuracy
0.8611
Prior entropy
1
Recall
0.8611
Per class
Relative absolute error
0.4135
Root mean prior squared error
0.5
Root mean squared error
0.3019
Root relative squared error
0.6039