37、机器学习算法与概念解析

机器学习算法与概念解析

1. 算法与图表索引

在机器学习领域，算法、图表和表格是理解和应用各种技术的重要工具。以下是一些关键算法及其所在页码的索引：
| 算法编号 | 页码 |
| ---- | ---- |
| Algorithm 1.1 | 5 |
| Algorithm 3.1 | 67 |
| Algorithm 5.1 | 130 |
| Algorithm 7.1 | 178 |
| Algorithm 7.2 | 181 |
| Algorithm 7.3 | 190 |
| Algorithm 7.4 | 199 |
| Algorithm 7.5 | 224 |
| Algorithm 8.1 | 229 |
| Algorithm 8.2 | 235 |
| Algorithm 8.3 | 241 |
| Algorithm 8.4 | 268 |
| Algorithm 9.1 | 274 |
| Algorithm 9.2 | 281 |
| Algorithm 9.3 | 282 |
| Algorithm 9.4 | 295 |
| Algorithm 10.1 | 306 |
| Algorithm 10.2 | 312 |
| Algorithm 10.3 | 323 |
| Algorithm 10.4 | 329 |
| Algorithm 10.5 | 335 |
| Algorithm 11.1 | 346 |
| Algorithm