ESL-CN
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
GPL-3.0 License
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ESL-CN
The Elements of Statistical Learning (ESL)
- EM
- CART
- AdaBoostR&Julia
- MARS
- RBM Jupyter Notebook
- Gibbs
- Self-organized Map
- kernel estimation
- Resampling Method: (cv)(bootstrap)
- Neural Network: Simple ClassificationImplementation for Section 11.6
- : 18.1
| Chap | AOS | JASA | JRSS | BKA | percentage |
|---|---|---|---|---|---|
| 3 | 1 | 0 | 3 | 0 | 4/14 |
| 4 | 0 | 0 | 0 | 0 | 0/7 |
| 5 | 0 | 0 | 0 | 1 | 1/11 |
| 7 | 4 | 6 | 2 | 0 | 12/23 |
| 8 | 1 | 4 | 1 | 0 | 6/17 |
| 9 | 0 | 1 | 0 | 0 | 1/11 |
| 10 | 9 | 0 | 0 | 0 | 9/25 |
| 12 | 2 | 1 | 1 | 0 | 4/14 |
| 14 | 1 | 1 | 0 | 0 | 2/14 |
| 15 | 1 | 0 | 0 | 0 | 1/8 |
| 17 | 0 | 0 | 0 | 0 | 0/12 |
| 18 | 1 | 3 | 4 | 0 | 8/21 |
| ---- | ---- | ---- | ---- | ---- | ---- |
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