Fr. 139.20

Cherkassk, CHERKASSKY, Vladimir Cherkassky, Ma, Yunqian Ma

Introduction to Predictive Learning

English · Hardback

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Description

List of contents

Introduction.- Basic Learning Approaches and Complexity Control.- Philosophical Perspective.- Philosophical Interpretation of Predictive Learning.- Inductive Learning and Statistical Learning Theory.- Nonlinear Statistical Methods.- Neural Network Learning.- Margin-Based Methods and Support Vector Machines.- Combining Methods and Boosting.- Alternative Learning Formulations.- Appendix A: Probability and Statistics.- Appendix B: Linear Algebra.- Index.

Product details

Authors	Cherkassk, CHERKASSKY, Vladimir Cherkassky, Ma, Yunqian Ma
Publisher	Springer London

Languages	English
Product format	Hardback
Released	01.05.2010

EAN	9781441902580
ISBN	978-1-4419-0258-0
No. of pages	400
Subject	Natural sciences, medicine, IT, technology > IT, data processing > IT

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