The Mathematics of Generalization pdf epub fb2

The Mathematics of Generalization by David H. Wolpert pdf epub fb2

The Mathematics of Generalization Author: David H. Wolpert
Title: The Mathematics of Generalization
ISBN: 0201409852
ISBN13: 978-0201409857
Other Formats: doc lit rtf lrf
Pages: 441 pages
Publisher: CRC Press; 1 edition (January 15, 1995)
Language: English
Category: Computers & Technology
Size PDF version: 1739 kb
Size EPUB version: 1657 kb
Subcategory: Computer Science




The purpose of the Summer 1992 workshop, held under the auspices of the Center for Nonlinear Studies at Los Alamos and the Santa Fe Institute, was to redress the lack of communication among the many different fields that address supervised learning. The first part of the volume contains chapters that have an almost purely theoretical bent. The second part contains chapters that are more directly concerned with real-world applications. Among the topics: statistical physics models of supervised learning; a study of maximal-coverage learning algorithms; on Bayesian model selection; and image segmentation and recognition. Annotation copyright Book News, Inc. Portland, Or.