000 01490cam a22003377a 4500
003 CUTN
005 20241010145810.0
008 060216s2006 nyua b 001 0 eng d
020 _a0387310738 (hd.bd.)
020 _a9780387310732
041 _aEnglish
042 _alccopycat
082 0 0 _a006.4
_222
_bBIS
100 1 _aBishop, Christopher M.
245 1 0 _aPattern recognition and machine learning /
_cChristopher M. Bishop.
260 _aNew York :
_bSpringer,
_c2006.
300 _axx, 738 p. :
_bill. (some col.) ;
_c25 cm.
440 0 _aInformation science and statistics
504 _aIncludes bibliographical references and index.
505 _tProbability 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
650 0 _aPattern perception.
650 0 _aMachine learning.
856 4 2 _uhttp://www.loc.gov/catdir/enhancements/fy0818/2006922522-d.html
856 4 1 _uhttp://www.loc.gov/catdir/enhancements/fy0818/2006922522-t.html
856 4 2 _3Publisher description
856 4 1 _3Table of contents only
906 _a7
_bcbc
_ccopycat
_d2
_encip
_f20
_gy-gencatlg
942 _2ddc
_cBOOKS
999 _c43731
_d43731