# machine_learning_watermelon

**Repository Path**: enzoism/machine_learning_watermelon

## Basic Information

- **Project Name**: machine_learning_watermelon
- **Description**: 机器学习-西瓜书-周志华
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 2
- **Forks**: 0
- **Created**: 2024-10-22
- **Last Updated**: 2024-11-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# 《周志华-机器学习-西瓜书》书本学习
> 结合网络和自己学习过程中的问题进行知识整理！

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![机器学习.jpeg](%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0.jpeg)

---
## 1-第1章-机器学习概览
![](./images/chapter00_01_机器学习常用方法.png)
![](./images/chapter00_02_机器学习知识概览.png)
---
## 1-第4章-决策树
![](./images/chapter04_01_信息增益图像绘制.png)
![](./images/chapter04_02_基尼系统图像绘制.png)
![](./images/chapter04_03_决策树知识概览.png)
![](./images/chapter04_04_决策树中Boost和Bagging和随机森林.png)
![](./images/chapter04_05_决策树对比神经网络.png)
![](./images/chapter04_06_决策树西瓜分类图解.png)
![](../images/chapter04_07_决策树常见的现实示例01.png)
![](../images/chapter04_07_决策树常见的现实示例02.png)