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The Nature of Statistical Learning Theory (Information Science and Statistics)
by Vladimir Vapnik
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The Nature of Statistical Learning Theory Information This item The Nature of Statistical Learning Theory Information Science and Statistics by Vladimir Vapnik Hardcover 9882 Only 10 left in stock more on the way Ships from and sold by 9780387987804 The Nature of Statistical Learning Theory The Nature of Statistical Learning Theory Hardback Brand New Book The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning and generalization It considers learning as a general problem of function estimation based on empirical data Omitting proofs and technical details The Nature of Statistical Learning Theory Springer has been discussed in statistical science has its analog in learning theory Furthermore some very important general results were first found in the framework of learning theory and then reformulated in the terms of statis tics In particular learning theory for the first time stressed the problem of small sample statistics Review The Nature of Statistical Learning Theory Review The Nature of Statistical Learning Theory Information Science and Statistics Vladimir Getit 5 months ago 0 view Want to have a good book The Nature of Statistical Learning Theory Information The book is well suited to promote the ideas of statistical learning theory and can be warmly recommended to all who are interested in computer learning problems S Vogel Metrika June 2002 Reseña del editor The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning and generalization The Nature of Statistical Learning Theory Vladimir The Nature of Statistical Learning Theory It considers learning as a general problem of function estimation based on empirical data Omitting proofs and technical details the author concentrates on discussing the main results of learning theory and their connections to fundamental problems in statistics The Nature of Statistical Learning Theory Information Buy The Nature of Statistical Learning Theory Information Science and Statistics 2 by Vladimir Vapnik ISBN 9780387987804 from Amazons Book Store Everyday low prices and free delivery on eligible orders CiteSeerX — The Nature of Statistical Learning Theory Abstract Statistical learning theory was introduced in the late 1960’s Until the 1990’s it was a purely theoretical analysis of the problem of function estimation from a given collection of data In the middle of the 1990’s new types of learning algorithms called support vector machines based on the developed theory were proposed The Nature of Statistical Learning Theory SpringerLink It considers learning from the general point of view of function estimation based on empirical data Omitting proofs and technical details the author concentrates on discussing the main results of learning theory and their connections to fundamental problems in statistics The Actual Difference Between Statistics and Machine Learning Statistical Learning Theory — The Statistical Basis of Machine Learning The major difference between statistics and machine learning is that statistics is based solely on probability spaces You can derive the entirety of statistics from set theory which discusses how we can group numbers into categories called sets and then impose a measure on this set to ensure that the summed value of all of these is 1
