Tree Based Methods for Statistical Learning in R (Record no. 138816)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 00826aam a2200193 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20221105162245.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220824b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780367532468 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 658.403 |
| Item number | GRE |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Greenwell, Brandon M. |
| 9 (RLIN) | 61596 |
| 245 ## - TITLE STATEMENT | |
| Title | Tree Based Methods for Statistical Learning in R |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc. | CRC Press |
| Date of publication, distribution, etc. | 2022 |
| Place of publication, distribution, etc. | Boca Raton |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 388p |
| 500 ## - GENERAL NOTE | |
| General note | 1. Introduction <br/>2. Binary recursive partitioning with CART <br/>3. Conditional inference trees <br/>4. "The hitchhiker's GUIDE to modern decision trees" <br/>5. Ensemble algorithms <br/>6. Peeking inside the "black box": post-hoc interpretability <br/>7. Random forests <br/>8. Gradient boosting machines |
| 600 ## - SUBJECT ADDED ENTRY--PERSONAL NAME | |
| Personal name | R Programming - Statistics |
| 9 (RLIN) | 62561 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Book |
| Call number prefix | 658.403 |
| Call number suffix | GRE |
No items available.