An introduction to statistical learning : with applications in R / Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani.
में बचाया:
| प्रकाशित: |
New York :
Springer,
[2013]
©2013 |
|---|---|
| अन्य लेखक: | |
| श्रृंखला: | Springer texts in statistics
|
| विषय: | |
| स्वरूप: | पुस्तक |
विषय - सूची:
- Introduction
- Statistical learning
- Linear regression
- Classification
- Resampling methods
- Linear model selection and regularization
- Moving beyond linearity
- Tree-based methods
- Support vector machines
- Unsupervised learning.
