A statistical approach to neural networks for pattern recognition

Throughout the book, the MLP model is extended in several directions to show that a statistical modeling approach can make valuable contributions, and further exploration for fitting MLP models is made possible via the R and S-PLUS® codes that are available on the book's related Web site. A Sta...

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主要作者: Dunne, Robert A.
格式: 图书
语言:Undetermined
出版: Hoboken, N.J.,Chichester Wiley 2007
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Thư viện lưu trữ: Trung tâm Học liệu Trường Đại học Cần Thơ
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总结:Throughout the book, the MLP model is extended in several directions to show that a statistical modeling approach can make valuable contributions, and further exploration for fitting MLP models is made possible via the R and S-PLUS® codes that are available on the book's related Web site. A Statistical Approach to Neural Networks for Pattern Recognition successfully connects logistic regression and linear discriminant analysis, thus making it a critical reference and self-study guide for students and professionals alike in the fields of mathematics, statistics, computer science, and electrical engineering