Machine learning : (Record no. 41668)

MARC details
000 -LEADER
fixed length control field 01836cam a2200373 i 4500
CONTROL NUMBER
control field 18556845
CONTROL NUMBER IDENTIFIER
control field OSt
DATE AND TIME OF LATEST TRANSACTION
control field 20221031140837.0
FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 150407s2015 flua b 001 0 eng
LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2014434325
Canceled/invalid LC control number 2015302878
INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781466583283 (hbk)
INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1466583282 (hbk)
CATALOGING SOURCE
Original cataloging agency DLC
Language of cataloging eng
Description conventions rda
Transcribing agency DLC
AUTHENTICATION CODE
Authentication code pcc
LIBRARY OF CONGRESS CALL NUMBER
Classification number Q325.5
Item number .M368 2015
DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.31
Item number MAR/M
MAIN ENTRY--PERSONAL NAME
Personal name Marsland, Stephen
9 (RLIN) 9188
TITLE STATEMENT
Title Machine learning :
Remainder of title an algorithmic perspective /
Statement of responsibility, etc. Stephen Marsland.
EDITION STATEMENT
Edition statement Second edition.
PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Boca Raton :
Name of producer, publisher, distributor, manufacturer CRC Press,
Date of production, publication, distribution, manufacture, or copyright notice [2015]
PHYSICAL DESCRIPTION
Extent xx, 437 pages :
Other physical details illustrations ;
Dimensions 25 cm.
CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
MEDIA TYPE
Media type term unmediated
Media type code n
Source rdamedia
CARRIER TYPE
Carrier type term volume
Carrier type code nc
Source rdacarrier
SERIES STATEMENT
Series statement Chapman & Hall/CRC machine learning & pattern recognition series
GENERAL NOTE
General note "A Chapman & Hall book."
BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references and index.
FORMATTED CONTENTS NOTE
Formatted contents note 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.
SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Machine learning.
SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Algorithms.
LOCAL DATA ELEMENT F, LDF (RLIN)
a 7
b cbc
c origres
d 2
e ncip
f 20
g y-gencatlg
ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Books
Classification part 006.31
Item part MAR/M
Call number prefix 006.31
Call number suffix MAR/M
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Shelving location Date acquired Source of acquisition Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Cost, replacement price Price effective from Koha item type Public note
    Dewey Decimal Classification     Data Science & Analytics MES KC LIBRARY MES KC LIBRARY COMPUTER SCIENCE 11/01/2022 55 971.25   006.31 MAR/M 41835 11/01/2022 1295.00 11/01/2022 Books GL33R2

Powered by Koha