Machine Learning : (Registro nro. 295533)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01512nam a22002537a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | PUCPR |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20210114194033.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 210114b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781107422223 |
| International Standard Book Number | 9781107096394 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | PUCPR |
| 049 ## - LOCAL HOLDINGS | |
| Holding library | PUCPR Arecibo |
| 092 ## - LOCALLY ASSIGNED DEWEY CALL NUMBER (OCLC) | |
| Edition number | First |
| Classification number | 006.31 |
| Item number | F571m |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 297889 |
| Personal name | Flach, Peter A. |
| 245 ## - TITLE STATEMENT | |
| Title | Machine Learning : |
| Remainder of title | the art and science of algorithms that make sense of data / |
| Statement of responsibility, etc. | Peter Flach. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Cambridge; |a New York : |
| Name of publisher, distributor, etc. | Cambridge University Press, |
| Date of publication, distribution, etc. | 2012. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xvii, 396 pages : |
| Other physical details | illustrations ; |
| Dimensions | 25 cm. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references (p. 367-381) and index. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1. The ingredients of machine learning -- 2. Binary classification and related tasks -- 3. Beyond binary classification -- 4. Concept learning -- 5. Tree models -- 6. Rule models -- 7. Linear models -- 8. Distance-based models -- 9. Probabilistic models -- 10. Features -- 11. Model ensembles -- 12. Machine learning experiments -- Epilogue: where to go from here. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | 'Machine Learning' brings together all the state-of-the-art methods for making sense of data. With hundreds of worked examples and explanatory figures, it explains the principles behind these methods in an intuitive yet precise manner and will appeal to novice and experienced readers alike. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 297890 |
| Topical term or geographic name entry element | Machine learning |
| Form subdivision | Textbooks. |
| 9 (RLIN) | 297891 |
| Topical term or geographic name entry element | Apprentissage automatique |
| Form subdivision | Manual scholary |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha issues (borrowed), all copies | 006.31 |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Libro |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Total Checkouts | Full call number | Barcode | Date last seen | Copy number | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Biblioteca Mons. Iñaki Mallona (Arecibo) | Biblioteca Mons. Iñaki Mallona (Arecibo) | Colección General ab | 14/04/2015 | donación | 006.31 F571m | 60000010166293 | 14/01/2021 | 50.00 | 14/01/2021 | Libro |