Genre: Computing & Internet
Publisher: John Wiley & Sons; 1 edition (21 July 2009)Format: pdf doc docx mobi djvu epub ibooks (*An electronic version of a printed book that can be read on a computer or handheld device designed specifically for this purpose.)
The original title of the book: Knowledge Discovery Support Vector (Wiley Series on Methods and Applications in Data Mining)
This book provides an in–depth, easy–to–follow introduction to support vector machines drawing only from minimal, carefully motivated technical and mathematical background material. It begins with a cohesive discussion of machine learning and goes on to cover:
Knowledge discovery environments
Describing data mathematically
Linear decision surfaces and functions
Maximum margin classifiers
Support vector machines
Elements of statistical learning theory
Regression with support vector machines
Complemented with hands–on exercises, algorithm descriptions, and data sets, Knowledge Discovery with Support Vector Machines is an invaluable textbook for advanced undergraduate and graduate courses. It is also an excellent tutorial on support vector machines for professionals who are pursuing research in machine learning and related areas.
An easy–to–follow introduction to support vector machines
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We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.Inside are complete listings for Mongolia, Nepal, Philippines and Sri Lanka, plus 'best of' listings for select major cities in a dozen other Asian countries.Therefore, you will see the original copyright references, library stamps (as most of these works have been housed in our most important libraries around the world), and other notations in the work.This report was created for strategic planners, international marketing executives and export managers whose primary concern is the world market for electrical insulators for materials other than glass or ceramics.Der Verfasser glaubt, im vorliegenden Werkstattbuch eine Metbode entwickelt zu haben, die das Zeicbnunglesen vermittelt, obne daB der Lernende dabei auf dem ReiBbrett mit Zirkel und Lineal selbst Zeicbnungen anzufertigen braucht, die au13erlicb die Schopfungen des Konstrukteurs nachahmen.We appreciate your understanding of these occasional imperfections, and sincerely hope you enjoy seeing the book in a format as close as possible to that intended by the original publisher.
The exceptional photography throughout the book tempts both visitor and resident to venture forth and share the authors love of Dorset s great outdoors.The exceptional photography throughout the book tempts both visitor and resident to venture forth and share the authors love of Dorset s great outdoors.
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