Machine learning : (Record no. 87379)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01833nam a22003857a 4500 |
| 001 - CONTROL NUMBER | |
| control field | 0081964 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | BD-SySUS |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20251021094854.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 150407s2015 flua b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER | |
| LC control number | 2014434325 |
| Canceled/invalid LC control number | 2015302878 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781466583283 |
| Qualifying information | hbk |
| International Standard Book Number | 1466583282 |
| Qualifying information | hbk |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | 18556845 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | DLC |
| Language of cataloging | eng |
| Description conventions | rda |
| Transcribing agency | DLC |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | Q325.5 |
| Item number | .M368 2015 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Item number | MAM |
| Edition number | 2nd edition |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Marsland, Stephen. |
| 9 (RLIN) | 70553 |
| 245 10 - TITLE STATEMENT | |
| Title | Machine learning : |
| Remainder of title | an algorithmic perspective / |
| Statement of responsibility, etc. | Stephen Marsland. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | Second edition. |
| 264 #1 - 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] |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xx, 437 pages : |
| Other physical details | illustrations ; |
| Dimensions | 25 cm. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | unmediated |
| Media type code | n |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | volume |
| Carrier type code | nc |
| Source | rdacarrier |
| 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) | 70554 |
| Topical term or geographic name as entry element | Algorithms. |
| 9 (RLIN) | 70555 |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) | |
| a | 7 |
| b | cbc |
| c | origres |
| d | 2 |
| e | ncip |
| f | 20 |
| g | y-gencatlg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Total Checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Central Library, SUST | Central Library, SUST | General Stacks | 22/09/2025 | 006.31 MAM | 0081964 | 22/09/2025 | 1 | 22/09/2025 | Books | |||||
| Dewey Decimal Classification | Central Library, SUST | Central Library, SUST | General Stacks | 22/09/2025 | 006.31 MAM | 0081965 | 22/09/2025 | 2 | 22/09/2025 | Books | |||||
| Dewey Decimal Classification | Central Library, SUST | Central Library, SUST | General Stacks | 22/09/2025 | 006.31 MAM | 0081966 | 22/09/2025 | 3 | 22/09/2025 | Books | |||||
| Dewey Decimal Classification | Central Library, SUST | Central Library, SUST | General Stacks | 22/09/2025 | 006.31 MAM | 0081967 | 22/09/2025 | 4 | 22/09/2025 | Books | |||||
| Dewey Decimal Classification | Central Library, SUST | Central Library, SUST | General Stacks | 22/09/2025 | 006.31 MAM | 0081968 | 22/09/2025 | 5 | 22/09/2025 | Books |