Reduction of training datasets via fuzzy entropy for support vector machines.

Zhongdong Wu Jianping Yu Weixin Xie Xinbo Gao

Published in: SMC (3) (2004)

Keyphrases

fuzzy entropy
training dataset
support vector
learning machines
large margin classifiers
fuzzy sets

training data
training set
membership functions
classification accuracy
feature selection

support vector machine
training samples
training examples
svm classifier
fuzzy partition

kernel function
fuzzy systems
rough sets
model selection
fuzzy clustering