Statistical learning from a regression perspective / Richard A. Berk [electronic resource]
Material type:
Computer fileSeries: Springer texts in statisticsPublication details: Cham, Switzerland : Springer, 2016Edition: Second editionDescription: 1 online resource (xxiii, 347 pages) : illustrations (some color)ISBN: - 9783319440484 (E-book)
- QA 278.2 B47S 2015
| Item type | Current library | Collection | Shelving location | Call number | Status | Barcode | Course reserves | |
|---|---|---|---|---|---|---|---|---|
E-Book
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SPU Library, Bangkok (Main Campus) | Electronic Resources | On Display | QA 278.2 B47S 2015 (Browse shelf(Opens below)) | Available | 9783319440484 |
ความน่าจะเป็นและสถิติ (PROBABILITY AND STATISTICS) ภาคการศึกษาที่ 1 |
Includes bibliographical references and index
Statistical Learning as a Regression Problem -- Splines, Smoothers, and Kernels -- Classification and Regression Trees (CART) -- Bagging -- Random Forests -- Boosting -- Support Vector Machines -- Some Other Procedures Briefly -- Broader Implications and a Bit of Craft Lore
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