Support Vector Machines and Evolutionary Algorithms for Classification

Language: English

Published by Berlin Springer International Publishing Springer Sep 2016, 2016

3319382438 / 9783319382432

Series: Book 42 of 188 - Intelligent Systems Reference Library

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -When discussing classification, support vector machines are known to be a capable and efficient technique to learn and predict with high accuracy within a quick time frame. Yet, their black box means to do so make the practical users quite circumspect about relying on it, without much understanding of the how and why of its predictions. The question raised in this book is how can this 'masked hero' be made more comprehensible and friendly to the public: provide a surrogate model for its hidden optimization engine, replace the method completely or appoint a more friendly approach to tag along and offer the much desired explanations Evolutionary algorithms can do all these and this book presents such possibilities of achieving high accuracy, comprehensibility, reasonable runtime as well as unconstrained performance. 122 pp. Englisch.

Seller Inventory # 9783319382432

Title
Support Vector Machines and Evolutionary Algorithms for Classification
Author
Catalin Stoean
Publisher
Berlin Springer International Publishing Springer Sep 2016
Publication year
2016
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3319382438
ISBN 13
9783319382432
Item weight
225 grams
Dimensions
234x154x7 mm
Series
Book 42 of 188: Intelligent Systems Reference Library

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

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BuchWeltWeit Ludwig Meier e.K.

Germany