An Introduction to Support Vector Machines: and Other Kernel-based Learning Methods 豆 8.0分

资源最后更新于 2020-09-27 15:06:33

作者：Nello Cristianini

出版社：Cambridge University Press

出版日期：2000-01

ISBN：9780521780193

文件格式： pdf

标签： 机器学习 SVM Machine_Learning 数学 TML 计算机科学 计算机 pattern_recognition

简介· · · · · ·

This is the first comprehensive introduction to Support Vector Machines (SVMs), a new generation learning system based on recent advances in statistical learning theory. SVMs deliver state-of-the-art performance in real-world applications such as text categorisation, hand-written character recognition, image classification, biosequences analysis, etc., and are now established a...