模式识别中的核方法
模式识别中的核方法
Kernel Methods for Pattern Analysis
你说的那本书，好像评价还不错的，好像还有
1. Scholkopf, B. and A.J. Smola, Learning with Kernels. 2002: MIT Press Cambridge, Mass. 644.
2. Herbrich, R., Learning kernel classifiers. 2002: MIT Press Cambridge, Mass. 384.
这个俺不懂，应该看vapnik的那两本书，讲的更清楚吧，或者相关的数学书了。
1. Vapnik, V.N., The nature of statistical learning theory. 1995: Springer-Verlag New York, Inc. 188.
2. Vapnik, V.N., Statistical Learning Theory. 1998: Wiley-Interscience. 736.
Kernel在数学中的N多定义,摘自wiki
In mathematics, the word kernel has several meanings. In many cases it refers to a general construction which measures the failure of a function or homomorphism to be injective.
Contents
* 1 In set theory
* 2 In abstract algebra
* 3 In linear algebra and functional analysis
* 4 Of a matrix
* 5 In category theory
* 6 In integral calculus
* 7 In probability theory and statistics
* 8 See also