Class point approach for software effort estimation using various support vector regression kernel methods.

Shashank Mouli Satapathy Santanu Kumar Rath

Published in: ISEC (2014)

Keyphrases

kernel methods
support vector regression
kernel function
support vector
kernel learning
support vector machine
reproducing kernel hilbert space
kernel matrix
hybrid model
feature space

learning problems
multiple kernel
learning tasks
regression model
hyperplane
input space
support vector classification
kernel pca
hilbert space
kernel matrices

multiple kernel learning
high dimensional
support vector machine svm
kernel trick
machine learning
neural network
support vectors
cross validation
loss function
k nearest neighbor

classification accuracy
computer vision
kernel fisher discriminant analysis
generalization ability
radial basis function
regression method
preprocessing
multiscale
decision trees