# machine-learning

**Repository Path**: ghy250/machine-learning

## Basic Information

- **Project Name**: machine-learning
- **Description**: 基于scikit-learn机器学习的算法案例
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 3
- **Forks**: 1
- **Created**: 2024-10-22
- **Last Updated**: 2025-09-06

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# machine-learning

#### 介绍
基于scikit-learn机器学习的算法案例

#### 一元一次模型-根据工龄预测薪水
![Image text](https://gitee.com/ghy250/data-analysis/raw/master/report/01-1.png)

#### 一元二次模型-根据工龄预测薪水
![Image text](https://gitee.com/ghy250/data-analysis/raw/master/report/01-2.png)

#### 多元一次模型-银行根据多因素预测客户价值
![Image text](https://gitee.com/ghy250/data-analysis/raw/master/report/01-3.png)

#### 逻辑回归模型-股票客户流失预测
![Image text](https://gitee.com/ghy250/data-analysis/raw/master/report/02.png)

#### 决策树模型-员工离职预测模型+调优
![Image text](https://gitee.com/ghy250/data-analysis/raw/master/report/03.png)

#### 朴素贝叶斯-肿瘤预测模型
![Image text](https://gitee.com/ghy250/data-analysis/raw/master/report/04.png)

#### K临近算法-手写数字识别模型
![Image text](https://gitee.com/ghy250/data-analysis/raw/master/report/05.png)

#### 随机森林-股票涨跌预测模型+调优
![Image text](https://gitee.com/ghy250/data-analysis/raw/master/report/06.png)

#### AdaBoost算法-信用卡精准营销模型
![Image text](https://gitee.com/ghy250/data-analysis/raw/master/report/07-1.png)

#### GBDT算法-产品定价模型
![Image text](https://gitee.com/ghy250/data-analysis/raw/master/report/07-2.png)