An introduction to statistical learning : with applications in R / Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani.
Kaydedildi:
| Baskı/Yayın Bilgisi: |
New York :
Springer,
[2013]
©2013 |
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| Diğer Yazarlar: | |
| Seri Bilgileri: | Springer texts in statistics
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| Konular: | |
| Materyal Türü: | Kitap |
İçindekiler:
- Introduction
- Statistical learning
- Linear regression
- Classification
- Resampling methods
- Linear model selection and regularization
- Moving beyond linearity
- Tree-based methods
- Support vector machines
- Unsupervised learning.
