Classification and Regularization in Learning Theory

Name: Classification and Regularization in Learning Theory
Brand: VDM Verlag Dr. Müller
SKU: 9783639198355
Price: 61.15 EUR
Availability: InStock

Concepts, Algorithms, and Analysis

Автор: Qiang Wu

Език:

Корици: С меки корици

Издател: VDM Verlag Dr. Müller

Наличност: Налично при издателя, по поръчка

Изпращаме след 17-27 дни

61.15 € 119.60 лв

Over the last decade, statistical learning theory has achieved rapid progress due to the introductio...

Информация за книгата

Автор

Qiang Wu

Език

Английски език

Корици

Книга - С меки корици

Издадена

2009

страници

160

EAN

9783639198355

Enbook ID

06827882

Издател

VDM Verlag Dr. Müller

Теглоt

222

Размери

150 x 220 x 10

Пълно описание

Over the last decade, statistical learning theory has achieved rapid progress due to the introduction and research of classification algorithms including support vector machines and boosting. Along with their successful applications in practice, theoretical performance of these algorithms becomes well understood in terms of margin bounds, Bayes risk consistency, and asymptotic rate analysis. This monograph provides further investigation of these algorithms within regularization frameworks and from an approximation theory point of view. Error analysis frameworks by error decomposition techniques are fully developed for two classes of regularization schemes which cover the support vector machines, regularized boosting, and support vector kernel networks by linear programming and indefinite kernels. The results presented in this monograph are by far the best. The error analysis frameworks have been shown to be wide applicable in most recent research works and should be able to shed light on future researches on related topics in machine learning and artificial intelligence.

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Classification and Regularization in Learning Theory

Concepts, Algorithms, and Analysis

Информация за книгата

Пълно описание

Може също да ви хареса

I Cried Until I Laughed

The Indo-Pakistani War of 1971 Volume 3

Whitehall: Or, the Days of Charles I. by the Author of Whitefriars

Exercises in German Syntax and Composition: For Advanced Students (1910)

Filibusters and Cloture in the Senate

Applied Systems Theory

Limits Of Analysis

Hermeneutics of the Subject

Prosperity, Poverty or Extinction?

National Voter Registration Act

Pluralism Comes of Age

Aggressive Nationalism

Thinking and Reasoning

Drawing the Head and Hands

Heinemann Active Maths - Second Level - Exploring Number - Activity Photocopiable Masters

Клиенти, които купиха тази книга, купиха също

Ispol'zovanie Radiochastotnoy Ablatsii V Lechenii Opukholey Pecheni

Cuaderno Cáncer

Zrcadlo moudrosti