Free shipping on orders over 19,990 Ft via Packeta, Fox Post Box, and DPD Collection Point

Check order status

Become part of a community of book lovers from all over the world and get access to a whole bunch of benefits. Create an account for free

Free delivery for purchases over 19 990 Ft

DPD point 990 Ft DPD courier 1 190 Ft GLS point 1 190 Ft Hungarian Post 1 795 Ft Hungarian Post 1 690 Ft Hungarian Post 1 690 Ft FoxPost 1 190 Ft Packeta point 1 190 Ft GLS courier 1 690 Ft

Contact

How to shop

Help

My account

▸ Empty :-(

Free shipping on orders over 19,990 Ft via Packeta, Fox Post Box, and DPD Collection Point

Rule Extraction from Support Vector Machines

Name: Rule Extraction from Support Vector Machines
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01654358
Price: 54741 HUF
Availability: InStock
Author: Joachim Diederich
ISBN: 9783642094637

Joachim Diederich

Language

English

Book Paperback

Libristo code: 01654358

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, November 2010

Support vector machines (SVMs) are one of the most active research areas in machine learning. SVMs h... Full description

Libristo code: 01654358

374 b

54 741 Ft

In stock at our supplier Shipping in 10-18 days

Up to 30 days for returns

Customers also purchased

Reise Know-How Reiseführer Mecklenburgische Seenplatte Thomas Morgenstern

Paperback

6 961 Ft

Krieg in Nordafrika 1940-1943 Peter Lieb

Adobe ePub DRM

6 244 Ft

Becoming Megan Rainer Wekwerth

Paperback

5 643 Ft

Die Bolzplatz-Bande macht das Spiel! Claudia Ondracek

Hardback

4 077 Ft

Esgyrn Heiddwen Tomos

Adobe ePub DRM

3 429 Ft

Designing Games Meant for Sharing Ioana-Iulia (Lead Game Designer at Mojiworks Limited) Cazacu

Paperback

27 380 Ft

Barbe-Rouge - Intégrales - Tome 5 - Le Pirate sans visage Charlier Jean-Michel

Hardback

10 200 Ft

Verwaltungsgerichtsordnung Peter Wysk

Hardback

25 633 Ft

Beste Freunde Anja Schümann

Paperback

2 681 Ft

AMOR Y PEDAGOGÍA MIGUEL UNAMUNO

Hardback

4 617 Ft

Studien uber die naturlichen Humusformen und deren Einwirkung auf Vegetation und Boden P. E. Müller

Paperback

11 975 Ft

C'est la vie Simona Kožuchová

Paperback

1 918 Ft

konstruktivistische Lerntheorie. Schlussfolgerungen fur den Unterricht an beruflichen Schulen Stefan Hemm

Paperback

14 878 Ft

Rautenpythons Marc Mense

Hardback

13 057 Ft

SLOVENSKO Z NEBA IV. Milan Paprčka

Book

18 862 Ft

Terry Simon Hanselmann

Paperback

9 660 Ft

Das geteilte Licht Ursula Krull von der Linde

Hardback

4 234 Ft

Support vector machines (SVMs) are one of the most active research areas in machine learning. SVMs have shown good performance in a number of applications, including text and image classification. However, the learning capability of SVMs comes at a cost an inherent inability to explain in a comprehensible form, the process by which a learning result was reached. Hence, the situation is similar to neural networks, where the apparent lack of an explanation capability has led to various approaches aiming at extracting symbolic rules from neural networks. For SVMs to gain a wider degree of acceptance in fields such as medical diagnosis and security sensitive areas, it is desirable to offer an explanation capability. User explanation is often a legal requirement, because it is necessary to explain how a decision was reached or why it was made.§This book provides an overview of the field and introduces a number of different approaches to extracting rules from support vector machines developed by key researchers. In addition, successful applications are outlined and future research opportunities are discussed. The book is an important reference for researchers and graduate students, and since it provides an introduction to the topic, it will be important in the classroom as well. Because of the significance of both SVMs and user explanation, the book is of relevance to data mining practitioners and data analysts.