The Elements of Statistical Learning: Data Mining, Inference, and Prediction (Record no. 211231)
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| 000 -LEADER | |
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| fixed length control field | 01282nam a2200241Ia 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220302162428.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220128s9999 xx 000 0 und d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780387848570 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | CUS |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Edition number | 2nd ed. |
| Classification number | 006.3122 |
| Item number | HAS/E |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Hastie, Trevor |
| 9 (RLIN) | 2989 |
| 245 #4 - TITLE STATEMENT | |
| Title | The Elements of Statistical Learning: Data Mining, Inference, and Prediction |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | New YORK: |
| Name of publisher, distributor, etc. | Springer, |
| Date of publication, distribution, etc. | 2017 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxii, 745p. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Contenido: Overview of supervised learning. <br/>Linear methods for regression. <br/>Linear methods for classification. <br/>Basis expansions and regularization. <br/>Kernel smoothing methods. <br/>Model assessment and selection. <br/>Model inference and averaging. <br/>Additive models, trees, and related methods. <br/>Boosting and additive trees. <br/>Neural networks. <br/>Support vector machines and flexible discriminants. <br/>Prototype methods and nearest-neighbors. <br/>Unsupervised learning. <br/>Random forests. <br/>Ensemble learning. <br/>Undirected graphical models. <br/>High-dimensional problems. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Artificial intelligence Bioinformatics Data mining |
| 9 (RLIN) | 4383 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Electronic data processing |
| 9 (RLIN) | 4384 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Tibshirani, Robert |
| 9 (RLIN) | 4385 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Friedman, Jerome |
| 9 (RLIN) | 4386 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | |
| Koha item type | General Books |
| 947 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| a | 3457 |
| 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 | Cost, normal purchase price | Full call number | Barcode | Date last seen | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Central Library, Sikkim University | Central Library, Sikkim University | General Book Section | 21/02/2022 | 75 | 5150.91 | 006.3122 HAS/E | 050571 | 21/02/2022 | 6438.64 | 21/02/2022 | General Books |