Learning with kernels
support vector machines, regularization, optimization, and beyond
بواسطة Bernhard Schölkopf- شكل
- 626 الصفحات, Hardcover
- نشرت لأول مرة
- 2002
- الناشرون
- MIT Press
- المواد الدراسيه
- Machine learning·Kernel functions·Algorithms·Mathematical optimization
- لغة
- English
This book is dedicated almost entirely to support vector machines for pattern recognition. This is not really an introductory text to machine learning though.
When I purchased this book I was overwhelmed by the math at first and had to put it down until this year. Now that my math skill have improved, I have gained a new appreciation for this book because of it through treatment of the subject.
You will learn a lot from this book if you have a strong background in the following parts of mathematics:1. Linear & Matrix Algebra2.
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