An introduction to support vector machines : and other kernel-based learning methods /
Cristianini, Nello.
An introduction to support vector machines : and other kernel-based learning methods / Nello Cristianini and John Shawe-Taylor. - Cambridge ; New York : Cambridge University Press, (c)2000. - 1 online resource (xiii, 189 pages) : illustrations (some color)
Includes bibliographies and index.
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.
A comprehensive introduction to this recent method for machine learning and data mining.
9781139649087 9780511801389 9781316085417 9781139641463
Support vector machines.
Kernel functions.
Machine learning.
Computer algorithms.
Algorithms.
Electronic Books.
Q325 / .I587 2000
An introduction to support vector machines : and other kernel-based learning methods / Nello Cristianini and John Shawe-Taylor. - Cambridge ; New York : Cambridge University Press, (c)2000. - 1 online resource (xiii, 189 pages) : illustrations (some color)
Includes bibliographies and index.
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.
A comprehensive introduction to this recent method for machine learning and data mining.
9781139649087 9780511801389 9781316085417 9781139641463
Support vector machines.
Kernel functions.
Machine learning.
Computer algorithms.
Algorithms.
Electronic Books.
Q325 / .I587 2000