Improvements to the SMO algorithm for SVM regression
作者： S.K. Shevade , S.S. Keerthi , C. Bhattacharyya , K.R.K. Murthy
DOI: 10.1109/72.870050
关键词:
摘要: … The tutorial by Smola and Schölkopf [9] gives a good overview of the solution of this problem using SVM’s. Throughout the paper we will use to denote the input vector of the SVM and to …
core.ac.uk
acm.org
keerthis.com 
researchgate.net 参考文章(4)
C. L. Blake, UCI Repository of machine learning databases www.ics.uci.edu/〜mlearn/MLRepository.html. ,(1998)
Christopher J.C. Burges, A Tutorial on Support Vector Machines for Pattern Recognition Data Mining and Knowledge Discovery. ,vol. 2, pp. 121- 167 ,(1998) , 10.1023/A:1009715923555
Vladimir N. Vapnik, The Nature of Statistical Learning Theory ,(1995)
S Sathiya Keerthi, Shirish K Shevade, Chiranjib Bhattacharyya, Krishna RK Murthy, A fast iterative nearest point algorithm for support vector machine classifier design IEEE Transactions on Neural Networks. ,vol. 11, pp. 124- 136 ,(2000) , 10.1109/72.822516