A novel technique for Support Vector Machine based multi-class classifier

@article{Manikandan2008ANT,
  title={A novel technique for Support Vector Machine based multi-class classifier},
  author={J. Manikandan and B. Venkataramani and V. Amudha and A. M. Arafat and Hansraj Sahu},
  journal={TENCON 2008 - 2008 IEEE Region 10 Conference},
  year={2008},
  pages={1-6}
}
Support Vector Machine (SVM) is one of the state-of-the-art tools for linear and nonlinear pattern classification. One of the design issues in SVM classifier is reducing the number of support vectors without compromising the classification accuracy. In this paper, a novel technique known as Diminishing Learning (DL) is proposed for an SVM based multi-class pattern recognition system. In this technique, a sequential classifier is proposed wherein the classes which require stringent boundaries… CONTINUE READING