Effective XGBoost : tuning, understanding, and deploying classification models
Harrison, Matt, 1975-2023
Book
"The ultimate guide to mastering the art of classification. Whether you're a seasoned data scientist or just starting out, this comprehensive book will take you from the basics of XGBoost to advanced techniques for optimizing, tuning, understanding, and deploying your models. / Starting with the basics, you will learn how to use XGBoost for classifications tasks. You'll explore decision stumps, hyperparameters, boosting, evaluation, data size, metrics, interpretation, feature interations, SHAP, deploying models and more. All with real world data!"--Back cover.
Main title:
Author:
Harrison, Matt, 1975-, author
Imprint:
[United States] : [Matt Harrison], 2023.©2023
Collation:
viii, 210 pages : colour illustrations ; 23 cm.
Series title:
Notes:
Includes index.
ISBN:
9781792310393 (pbk)9781792310393 (paperback)
Dewey class:
006.312
LC class:
QA76.73 P98
Language:
English
Added title:
Subject:
BRN:
768813
| Location | Collection | Call number | Status/Desc |
|---|---|---|---|
| Library at the Dock | -Business and IT | BUSIN 006.312 HARR | Available |