Run
528052

Run 528052

Task 7310 (Supervised Data Stream Classification) Stagger1 Uploaded 24-02-2016 by Joaquin Vanschoren
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Flow

moa.StackingAttempt_MajorityClass(1)Moa implementation of StackingAttempt
moa.StackingAttempt_MajorityClass(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_MajorityClass(1)_mmoa.classifiers.functions.MajorityClass
moa.StackingAttempt_MajorityClass(1)_cfalse

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
0.4989
Per class
Confusion matrix
F measure
0.8359
Per class
KB relative information score
644278.3237
Mean absolute error
0.1982
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7892
Per class
Predictive accuracy
0.8884
Prior entropy
1
Recall
0.8884
Per class
Relative absolute error
0.3965
Root mean prior squared error
0.5
Root mean squared error
0.3149
Root relative squared error
0.6298