A statistical analysis of soft-margin support vector machines for non-separable problems.

Hiroyuki Funaya Kazushi Ikeda

Published in: IJCNN (2012)

Keyphrases

soft margin
statistical analysis
support vector
large margin classifiers
support vector machine
machine learning
classification accuracy
loss function
parameter selection
feature selection
feature extraction
feature space
training set
semi supervised
svm classification