Machine learning : (Record no. 382045)
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000 -LEADER | |
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fixed length control field | 01424cam a2200289 i 4500 |
001 - CONTROL NUMBER | |
control field | 18556845 |
003 - CONTROL NUMBER IDENTIFIER | |
control field | APU |
005 - DATE AND TIME OF LATEST TRANSACTION | |
control field | 20190104074823.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 190104s2015 flua b 001 0 eng |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 9781466583283 (hbk) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 1466583282 (hbk) |
040 ## - CATALOGING SOURCE | |
Original cataloging agency | DLC |
Language of cataloging | eng |
Transcribing agency | DLC |
Modifying agency | WAN |
042 ## - AUTHENTICATION CODE | |
Authentication code | pcc |
050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
Classification number | Q325.5 |
Item number | .M37 2015 |
100 1# - MAIN ENTRY--PERSONAL NAME | |
Personal name | Marsland, Stephen. |
9 (RLIN) | 41264 |
245 10 - TITLE STATEMENT | |
Title | Machine learning : |
Remainder of title | an algorithmic perspective / |
Statement of responsibility, etc | Stephen Marsland. |
250 ## - EDITION STATEMENT | |
Edition statement | 2nd ed. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
Place of publication, distribution, etc | Boca Raton : |
Name of publisher, distributor, etc | CRC Press, |
Date of publication, distribution, etc | [2015] |
300 ## - PHYSICAL DESCRIPTION | |
Extent | xx, 437 p. : |
Other physical details | ill. ; |
Dimensions | 25 cm. |
490 0# - SERIES STATEMENT | |
Series statement | Chapman & Hall/CRC machine learning & pattern recognition series |
500 ## - GENERAL NOTE | |
General note | A Chapman & Hall book. |
504 ## - BIBLIOGRAPHY, ETC. NOTE | |
Bibliography, etc | Includes bibliographical references and index. |
505 0# - 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. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Machine learning. |
9 (RLIN) | 41265 |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Algorithms. |
9 (RLIN) | 41266 |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Source of classification or shelving scheme | |
Koha item type | Book |
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 | Invoice number | Cost, normal purchase price | Total Checkouts | Total Renewals | Full call number | Barcode | Date last seen | Date checked out | Copy number | Cost, replacement price | Price effective from | Koha item type | PO number |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Not Withdrawn | Missing | Not Damaged | Available for loan | Book | APU Library | APU Library | Open Shelf | 04/01/2019 | EMO | I-026208 | 230.50 | 16 | 17 | Q325.5 .M37 2015 c.1 | 00012323 | 14/12/2022 | 23/11/2022 | 1 | 230.50 | 04/01/2019 | General Circulation | U-2018/10/0866 |