4.6 文献笔记
4.6 文献笔记¶
关于分类的一般性概述包括Duda et al. (2000)1，Hand (1981)2， McLachlan (1992)3和Ripley (1996)4。Mardia et al. (1979)5对线性判别分析进行了简要的讨论。Michie et al. (1994)6在benchmark数据集上比较了许多著名的分类器。线性分离超平面在Vapnik (1996)7中有讨论。我们关于感知器的学习算法参照Ripley (1996)4。
- 1
Duda, R., Hart, P. and Stork, D. (2000). Pattern Classification (2nd Edition), Wiley, New York.
- 2
Hand, D. (1981). Discrimination and Classification, Wiley, Chichester.
- 3
McLachlan, G. (1992). Discriminant Analysis and Statistical Pattern Recognition, Wiley, New York.
- 4(1,2)
Ripley, B. D. (1996). Pattern Recognition and Neural Networks, Cambridge University Press.
- 5
Mardia, K., Kent, J. and Bibby, J. (1979). Multivariate Analysis, Academic Press.
- 6
Michie, D., Spiegelhalter, D. and Taylor, C. (eds) (1994). Machine Learning, Neural and Statistical Classification, Ellis Horwood Series in Artificial Intelligence, Ellis Horwood.
- 7
Vapnik, V. (1996). The Nature of Statistical Learning Theory, Springer, New York.