Best Book Mart

SUBJECTS

ADV. SEARCH

Home > Subjects > Computer Science

Machine Learning With SVM and Other Kernel Methods,

	Machine Learning With Svm And Other Kernel Methods, by Soman, K.P., Loganathan, R. , Ajay, V.
	Price : Rs 425.00
	Your Price : Rs 361.25

Support vector machines (SVMs) represent a breakthrough in the theory of learning systems. It is a new generation of learning algorithms based on recent advances in statistical learning theory.

Designed for the undergraduate students of computer science and engineering, this book provides a comprehensive introduction to the state-of-the-art algorithm and techniques in this field. It covers most of the well known algorithms supplemented with code and data. One Class, Multiclass and hierarchical SVMs are included which will help the students to solve any pattern classification problems with ease and that too in Excel.

KEY FEATURES

? Extensive coverage of Lagrangian duality and iterative methods for optimization

? Separate chapters on kernel based spectral clustering, text mining, and other applications in computational linguistics and speech processing

? A chapter on latest sequential minimization algorithms and its modifications to do online learning

? Step-by-step method of solving the SVM based classification problem in Excel.

? Kernel versions of PCA, CCA and ICA

The CD accompanying the book includes animations on solving SVM training problem in Microsoft EXCEL and by using SVMLight software . In addition, Matlab codes are given for all the formulations of SVM along with the data sets mentioned in the exercise section of each chapter.ISBN-- 9788120334359

Pages : 496

Payment accepted by All Major Credit and Debit Cards, Net Banking, Cash Cards, Paytm, UPI, Paypal. Our payment gateways are 100% secure.

Check Delivery

Books by Same Author

15%

Maiboli Marathi Shikuya: Book 1
by Professor Subhash Soman , Ms Shilpa Gangatirkar and Dr Suman Navalkar

15%

THERMAL ENGINEERING
by SOMAN, K.

22%

Made in India: A Memoir
by Soman, Milind with Pai, Roopa

15%

Maiboli Marathi Shikuya: Book 2
by Professor Subhash Soman , Ms Shilpa Gangatirkar and Dr Suman Navalkar

18%

Story of Taj
by Rakhi M. Soman

Books of Similar Interest

Computer Application in Business B.Com. III karnatka 1st Edition 2006
by Do

15%

Handbook Of Usability Testing How to Plan, Design and Conduct Effective Tests 2ed
by Rubin

15%

The Essential Guide to User Interface Design : An Introduction to GUL Design Principles and Techniques, 2ed
by Galitz

13%

OOPs With C++ Programming
by Gurbani, Kiran

15%

Textbook Of Computer Science For Class XII,
by Seema Bhatnagar.

Support

Email : support [at] bestbookmart.com

Timing : 10:00 AM to 6:00 PM (Mon-Fri)

Quick Links

View Cart
My Account
Terms & Conditions
Privacy Policy
Return Policy

Machine Learning With Svm And Other Kernel Methods,

by Soman, K.P., Loganathan, R. , Ajay, V.