An introduction to statistical learning : with applications in R / Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani.
Tallennettuna:
| Julkaistu: |
New York :
Springer,
[2013]
©2013 |
|---|---|
| Muut tekijät: | |
| Sarja: | Springer texts in statistics
|
| Aiheet: | |
| Aineistotyyppi: | Kirja |
Sisällysluettelo:
- Introduction
- Statistical learning
- Linear regression
- Classification
- Resampling methods
- Linear model selection and regularization
- Moving beyond linearity
- Tree-based methods
- Support vector machines
- Unsupervised learning.
