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- Author: Gareth James
- Publisher: Springer
- ISBN-10: 1071614207
- ISBN-13: 9781071614204
- Format: 15.6 x 23.4 x 3.2 cm, minkšti viršeliai
- Language: English
- SAVE -10% with code: EXTRA
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Description
Preface.- 1 Introduction.- 2 Statistical Learning.- 3 Linear Regression.- 4 Classification.- 5 Resampling Methods.- 6 Linear Model Selection and Regularization.- 7 Moving Beyond Linearity.- 8 Tree-Based Methods.- 9 Support Vector Machines.- 10 Deep Learning.- 11 Survival Analysis and Censored Data.- 12 Unsupervised Learning.- 13 Multiple Testing.- Index.
EXTRA 10 % discount with code: EXTRA
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- Author: Gareth James
- Publisher: Springer
- ISBN-10: 1071614207
- ISBN-13: 9781071614204
- Format: 15.6 x 23.4 x 3.2 cm, minkšti viršeliai
- Language: English English
Preface.- 1 Introduction.- 2 Statistical Learning.- 3 Linear Regression.- 4 Classification.- 5 Resampling Methods.- 6 Linear Model Selection and Regularization.- 7 Moving Beyond Linearity.- 8 Tree-Based Methods.- 9 Support Vector Machines.- 10 Deep Learning.- 11 Survival Analysis and Censored Data.- 12 Unsupervised Learning.- 13 Multiple Testing.- Index.
Reviews