Pattern recognition and machine learning /
Bishop, Christopher M.
Pattern recognition and machine learning / Christopher M. Bishop. - New York : Springer, 2006. - xx, 738 p. : ill. (some col.) ; 25 cm. - Information science and statistics .
Includes bibliographical references and index.
Probability Distributions -- Linear Models for Regression -- Linear Models for Classification -- Neural Networks -- Kernel Methods -- Sparse Kernel Machines -- Graphical Models -- Mixture Models and EM -- Approximate Inference -- Sampling Methods -- Continuous Latent Variables -- Sequential Data -- Combining Models
0387310738 (hd.bd.) 9780387310732
Pattern perception.
Machine learning.
006.4 / BIS
Pattern recognition and machine learning / Christopher M. Bishop. - New York : Springer, 2006. - xx, 738 p. : ill. (some col.) ; 25 cm. - Information science and statistics .
Includes bibliographical references and index.
Probability Distributions -- Linear Models for Regression -- Linear Models for Classification -- Neural Networks -- Kernel Methods -- Sparse Kernel Machines -- Graphical Models -- Mixture Models and EM -- Approximate Inference -- Sampling Methods -- Continuous Latent Variables -- Sequential Data -- Combining Models
0387310738 (hd.bd.) 9780387310732
Pattern perception.
Machine learning.
006.4 / BIS