Machine learning : (Record no. 241395)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01215cam a2200229 i 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220518154635.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 150407s2015 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) |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 004.85 |
| Item number | MAR |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Marsland, Stephen. |
| 9 (RLIN) | 2556 |
| 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. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xx, 437 pages : |
| 490 0# - SERIES STATEMENT | |
| Series statement | Chapman & Hall/CRC machine learning & pattern recognition series |
| 500 ## - GENERAL NOTE | |
| General note | "A Chapman & Hall book." |
| 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) | 2557 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Algorithms. |
| 9 (RLIN) | 76 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Total Checkouts | Total Renewals | Full call number | Barcode | Date last seen | Date last checked out | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Department of Computer Science | Department of Computer Science | General Stacks | 08/18/2017 | 5 | 2 | 004.85 MAR | MCS06149 | 07/19/2019 | 07/19/2019 | 08/18/2017 | Books |