Introduction to machine learning / (Record no. 22720)

MARC details
000 -LEADER
fixed length control field 01248cam a22002655a 4500
001 - CONTROL NUMBER
control field 18083265
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20201128023918.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 140327t2014 ii a frb 001 0 eng d
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2014007214
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9788120350786 (hardcover)
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Language of cataloging eng
Transcribing agency DLC
Modifying agency EG-ScBUE
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.31
Item number ALP
Edition number 22
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Alpaydin, Ethem.
245 10 - TITLE STATEMENT
Title Introduction to machine learning /
Statement of responsibility, etc Ethem Alpaydin.
250 ## - EDITION STATEMENT
Edition statement 3rd ed., Eastern economy ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Delhi :
Name of publisher, distributor, etc PHI Learing Private Limited,
Date of publication, distribution, etc c.2014.
300 ## - PHYSICAL DESCRIPTION
Extent xxii, 613 p. :
Other physical details ill. ;
Dimensions 24 cm.
500 ## - GENERAL NOTE
General note Index : p. 605-613.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Introduction -- Supervised learning -- Bayesian decision theory -- Parametric methods -- Multivariate methods -- Dimensionality reduction -- Clustering -- Nonparametric methods -- Decision trees -- Linear discrimination -- Multilayer perceptrons -- Local models -- Kernel machines -- Graphical models -- Hidden markov models -- Bayesian estimation -- Combining multiple learners -- Reinforcement learning -- Design and analysis of machine learning experiments.
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine learning.
Source of heading or term BUEsh
9 (RLIN) 2922
651 ## - SUBJECT ADDED ENTRY--GEOGRAPHIC NAME
Source of heading or term BUEsh
653 ## - INDEX TERM--UNCONTROLLED
Resource For college Engineering, Electrical
Arrived date list October2016
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 2016-10-19
Holdings
Withdrawn status Item status Source of classification or shelving scheme Damaged status Not for loan Vendor Home library Current library Shelving location Date acquired Source of acquisition Cost, normal purchase price Serial Enumeration / chronology Total Checkouts Total Renewals Full call number Barcode Date last seen Date last borrowed Cost, replacement price Koha item type
    Dewey Decimal Classification     Academic Bookshop Central Library Central Library Lower Floor 19/10/2016 Purchase 240.00 9155 3 56 006.31 ALP 000034161 11/06/2024 31/10/2022 300.00 Book - Borrowing

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