Run
524291

Run 524291

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) 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
0.9459
Per class
Confusion matrix
F measure
0.8422
Per class
Kappa
0.4843
KB relative information score
614148.1168
Mean absolute error
0.2066
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8568
Per class
Predictive accuracy
0.8607
Prior entropy
1
Recall
0.8607
Per class
Relative absolute error
0.4132
Root mean prior squared error
0.5
Root mean squared error
0.3018
Root relative squared error
0.6036