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FUZZIEEE
2007
IEEE

Ensembles of Fuzzy Classifiers

9 years 6 months ago
Ensembles of Fuzzy Classifiers
The use of bagging is explored to create an ensemble of fuzzy classifiers. The learning algorithm used was ANFIS (Adaptive Neuro-Fuzzy Inference Systems). We compare results from bagging to those of a single classifier using both crisp and fuzzy classifier combination methods. Results on 20 data sets show that bagging results in a significantly more accurate classifier.
Juana Canul-Reich, Larry Shoemaker, Lawrence O. Ha
Added 16 Aug 2010
Updated 16 Aug 2010
Type Conference
Year 2007
Where FUZZIEEE
Authors Juana Canul-Reich, Larry Shoemaker, Lawrence O. Hall
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