An introduction to statistical learning: With applications in python (Record no. 22054)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01081 a2200253 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240204112513.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240203b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 978-3031387463 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.5 |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | James, Gareth |
| 245 ## - TITLE STATEMENT | |
| Title | An introduction to statistical learning: With applications in python |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | New York, |
| Name of publisher, distributor, etc. | Springer: |
| Date of publication, distribution, etc. | 2023. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xv, 607p., ind., 25 cm X 18 cm |
| 490 ## - SERIES STATEMENT | |
| Series statement | Springer texts in statistics |
| 500 ## - GENERAL NOTE | |
| General note | Recommended by: Banikanta Mishra |
| 521 ## - TARGET AUDIENCE NOTE | |
| Target audience note | Content:<br/><br/>Introduction<br/>Statistical Learning<br/>Linear Regression<br/>Classification<br/>Resampling Methods<br/>Linear Model Selection and Regularization<br/>Moving Beyond Linearity<br/>Tree-Based Methods<br/>Support Vector Machines<br/>Deep Learning<br/>Survival Analysis and Censored data<br/>Unsupervised Learning<br/>Multiple Testing |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| General subdivision | mathematical models |
| -- | mathematical statistics |
| -- | python |
| -- | computer program language |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Witten, Daniela |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Hastie, Trevor |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Tibshirani, Robert |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Taylor, Jonathan |
| 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| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Inventory number | Total Checkouts | Full call number | Barcode | Date last seen | Date last checked out | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | KEIC | KEIC | 01/31/2024 | T V Enterprises | 3995.00 | 709/23-24 | 1 | 519.5 INT | 22816 | 03/12/2025 | 02/20/2024 | 2597.00 | 01/31/2024 | Books |