01648cam a2200337 i 4500
25829
CUTN
20170418105650.0
150407s2015 flua b 001 0 eng
2014434325
2015302878
9781466583283 (hbk)
1466583282 (hbk)
DLC
eng
rda
DLC
pcc
Q325.5
.M368 2015
006.31
Marsland, Stephen.
Machine learning :
an algorithmic perspective /
Stephen Marsland.
Second edition.
New York,
CRC Press,
c2016.
xx, 437 pages :
illustrations ;
25 cm.
Chapman & Hall/CRC machine learning & pattern recognition series
"A Chapman & Hall book."
Includes bibliographical references and index.
Introduction -- Preliminaries -- Neurons, neural networks, and linear discriminants -- The multi-layer perceptron -- Radial basis functions and splines -- Dimensionality reduction -- Probabilistic learning -- Support vector machines -- Optimisation and search -- Evolutionary learning -- Reinforcement learning -- Learning with trees -- Decision by committee: ensemble learning -- Unsupervised learning -- Markov chain Monte Carlo (MCMC) methods -- Graphical models -- Symmetric weights and deep belief networks -- Gaussian processes -- Python.
Machine learning.
Algorithms.
7
cbc
origres
2
ncip
20
y-gencatlg
ddc
BOOKS
0
0
ddc
0
0
CUTN
CUTN
500
2017-04-18
8
9
006.31
25829
2024-04-02
2024-03-19 17:38:03
2024-03-19
2017-04-18
BOOKS
21482
21482