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An Introduction to support Vector Machines and other Kernal based learning methods
"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...
| Egile nagusia: | |
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| Beste egile batzuk: | |
| Formatua: | Printed Book |
| Argitaratua: |
Cambridge ; New York
Cambridge University Press
2000
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| Gaiak: |
| LEADER | 02020nam a2200181Ia 4500 | ||
|---|---|---|---|
| 999 | |c 27838 |d 27838 | ||
| 020 | |a 0521780195 | ||
| 082 | |a 006.31 CRI-I | ||
| 100 | |a Nello Cristianini | ||
| 245 | |a An Introduction to support Vector Machines and other Kernal based learning methods | ||
| 260 | |a Cambridge ; New York |b Cambridge University Press |c 2000 | ||
| 300 | |a xiii, 189 pages : illustrations (some color) ; 26 cm | ||
| 505 | |a The learning methodology -- Linear learning machines -- Kernal-induced feature spaces -- Generalisation theory -- Optimisation theory -- Support vector machines -- Implementation techniques -- Application of support vector machines -- Pseudocode for the SMO algorithm -- Background mathematics. | ||
| 520 | |a "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. 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 ensure that it forms an ideal starting point for further study. Equally, the book and its associated web site will guide practitioners to updated literature, new applications, and on-line software."--Jacket. | ||
| 650 | |a Support vector machines. Kernel functions. | ||
| 700 | |a John Shawe-Taylor | ||
| 942 | |c BK | ||
| 952 | |0 0 |1 0 |4 0 |6 006_310000000000000_CRII |7 0 |9 30459 |a DCB |b DCB |d 2015-09-01 |l 0 |o 006.31 CRI-I |p DCB1252 |r 2015-09-01 |w 2019-07-19 |y BK | ||