Global Convergence of SMO Algorithm for Support Vector Regression.

Norikazu Takahashi Jun Guo Tetsuo Nishi

Published in: IEEE Trans. Neural Networks (2008)

Keyphrases

global convergence
support vector regression
convergence rate
optimal solution
support vector machine svm
support vector classification

global optimum
optimization algorithm
learning algorithm
pattern recognition
support vector
cost function

sequential minimal optimization
classification accuracy
simulated annealing
multiresolution
regression model
hybrid algorithm

objective function
quadratic programming
similarity measure
globally convergent
image processing