دانلود کتاب An Introduction to Support Vector Machines and Other Kernel-based Learning Methods

Name: An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
Availability: InStock
Author: Nello Cristianini
ISBN: 0521780195,9780521780193

by Nello Cristianini, John Shawe-Taylor

عنوان فارسی: مقدمه ای بر پشتیبانی از ماشین های بردار و سایر روش های یادگیری مبتنی بر هسته
ناشر: Cambridge University Press
سال: 2000
ویرایش: 1
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 204
شابک: 0521780195,9780521780193
نوع فایل: EPUB دانلود نرم افزار مطالعه
حجم: 5.32 مگابایت

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جزییات کتاب

This is the first comprehensive introduction to Support Vector Machines (SVMs), a new generation learning system based on recent advances in statistical learning theory. Students will find the book both stimulating and accessible, while practitioners will be guided smoothly through the material required for a good grasp of the theory and its applications. The concepts are introduced gradually in accessible and self-contained stages, while the presentation is rigorous and thorough. Pointers to relevant literature and web sites containing software make it an ideal starting point for further study.