An introducion : support vector machines an other kernel- based learning methods

Nello CRISTIANINI

Informasi Umum

Kode

0011741

Klasifikasi

519 - Probabilities and applied mathematics

Jenis

Buku - Circulation (Dapat Dipinjam)

Subjek

Mathematical Methods

No. Rak

10b

Dilihat

26 kali

Informasi Lainnya

Abstraksi

This is the first comprehensive introduction to Support Vector Machines (SVMs), a new generation learning system based on recent advances in statistical learning theory. SVMs deliver state-of-the-art performance in real-world applications such as text categorisation, hand-written character recognition, image classification, biosequences analysis, etc., and are now established as one of the standard tools for machine learning and data mining. 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.