Research on Kernel Function of Support Vector Machine.

Lijuan Liu Bo Shen Xing Wang

Published in: EMC/HumanCom (2013)

Keyphrases

kernel function
support vector machine
kernel methods
svm classifier
support vector
input space
support vector regression
multi class
support vector machine svm
decision boundary

feature space
support vectors
hyperplane
k nearest neighbor
kernel matrix
positive definite
high dimensional feature space
feature selection
machine learning
gaussian kernels

rbf kernel
svm classification
reproducing kernel hilbert space
kernel parameters
polynomial kernels
dot product
multiple kernel learning
training data
feature vectors
generalization ability

training set
knn
kernel principal component analysis
radial basis function
classification method
string kernels
feature extraction
kernel learning
kernel matrices