Machine learning : (Record no. 84009)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01455nam a2200277 a 4500 |
| 001 - CONTROL NUMBER | |
| control field | vtls000092423 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | KUKTEM |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20251125103304.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 151201t2015 flua f 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781466583283 (hbk.) |
| 039 #9 - LEVEL OF BIBLIOGRAPHIC CONTROL AND CODING DETAIL [OBSOLETE] | |
| Level of rules in bibliographic description | 201602181146 |
| Level of effort used to assign nonsubject heading access points | aida |
| -- | 201512011511 |
| -- | faiz |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | UMP |
| 090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN) | |
| Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) | Q325.5 .M37 2015 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Marsland, Stephen |
| 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. | |
| Place of publication, distribution, etc. | Boca Raton, FL : |
| Name of publisher, distributor, etc. | CRC Press, |
| Date of publication, distribution, etc. | c2015 |
| 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 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | 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 entry element | Machine learning |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Algorithms |
| 942 00 - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha issues (borrowed), all copies | 9 |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Date acquired | Cost, normal purchase price | Total checkouts | Total renewals | Full call number | Barcode | Date last seen | Date last checked out | Copy number | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Not lost | UMPLIB PEKAN | UMPLIB PEKAN | 04/09/2019 | 315.86 | 9 | 7 | Q325.5 .M37 2015 | 0000107341 | 14/11/2022 | 04/07/2022 | 1 | 315.86 | 04/09/2019 | Open Shelf |