Statistical modeling and machine learning for molecular biology (Record no. 51419)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01255cam a2200241 i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | ISURa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 160928s2017 flua b 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781482258592 |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | English Language |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 572.8 |
| Edition number | MOS |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Moses, Alan |
| 9 (RLIN) | 72316 |
| 245 10 - TITLE STATEMENT | |
| Title | Statistical modeling and machine learning for molecular biology |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Boca Raton |
| Name of publisher, distributor, etc | CRC Press, Taylor & Francis Group |
| Date of publication, distribution, etc | 2017 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xvi, 264 p. |
| Dimensions | 24 cm. |
| 440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE | |
| Title | Chapman and Hall/CRC mathematical & computational biology series. |
| 9 (RLIN) | 72317 |
| 500 ## - GENERAL NOTE | |
| General note | "A Chapman & Hall book." |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Across statistical modeling and machine learning on a shoestring --<br/>Statistical modeling --<br/>Multiple testing --<br/>Parameter estimation and multivariate statistics --<br/>Distance-based clustering --<br/>Mixture models and hidden variables for clustering and beyond --<br/>Univariate regression --<br/>Multiple regression --<br/>Regularization in multiple regression and beyond --<br/>Linear classification --<br/>Nonlinear classification --<br/>Evaluating classifiers. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Molecular biology |
| General subdivision | Statistical methods. |
| 9 (RLIN) | 72318 |
| Topical term or geographic name as entry element | Molecular biology |
| General subdivision | Data processing. |
| 9 (RLIN) | 72319 |
| Topical term or geographic name as entry element | machine learning |
| 9 (RLIN) | 69133 |
| Topical term or geographic name as entry element | Statistical modeling |
| 9 (RLIN) | 72336 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Lending Books |
| 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 | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Reference Collection | Applied Sciences Library | Applied Sciences Library | Reference Section | 23/05/2019 | 10337.80 | 572.8 MOS | 112969 | 31/05/2019 | 31/05/2019 | Sheduled Reference |