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%

Insight into Data Mining - Theory and Practice
by Soman, Diwakar

15%

Digital Signal And Image Processing- The Sparse way
by K. P. Soman , R. Ramanathan

15%

Fertigation Scheduling of Field Crops
by P. Soman

20%

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

22%

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

Books of Similar Interest

15%

Modern Complier Design
by Grune

10%

Expert Service-Oriented Architecture in C# 2005
by Mauricio Duran , Jeffrey Hasan

13%

Linux
by Gurbani, Kiran

Computer Foundamentals and Operating System Kashmir 1st Edition 2005
by Do

Management Information System(BBM Bangalore)1st Edition 2004
by Do

Support

Phone : +91-9266663909

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.