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4.6 文献笔记

原文 The Elements of Statistical Learning
翻译 szcf-weiya
时间 2017-09-09

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. 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. 

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