Supported by the Science-Technology Development Project of Jilin Province of China (Grant No. 20030520);the Key Project of Ministry of Edu-cation of China (Grant No. 02090) ; the National Natural Science Foundation of China (Grant No. 19901009)
An estimate of a generalization error bound of the improved support vector regression (SVR) is provided based on our previous work. The boundedness of the error of the improved SVR is proved when the algorithm is appl...