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

20%

Recovery, Reforms and Resilience in India: An Assessment of Modi Macroeconomics
by S.S. Bhandare, C.S. Deshpande, Mangesh Soman

18%

Story Of Taj
by Rakhi M. soman

15%

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

22%

The School For Good And Evil (7) â€” The Rise Of The School Fo
by Soman Chainani

18%

Awadhi Stories
by Rakhi M. Soman

Books of Similar Interest

Data Structure in C 2nd Edition 2003
by Do

10%

Wireless Communication Systems and Networks
by Guizani

15%

A Classical Approach to Artificial Intelligence
by Munesh Chandra Trivedi N.N. jani and S.S. Sarangdevot

15%

Corporate Software Project Mnagement
by Thompson

18%

The Spirit Of `C`
by Mullish Cooper

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.