# DataMining

**Repository Path**: lmy0217/DataMining

## Basic Information

- **Project Name**: DataMining
- **Description**: 数据挖掘算法软件（ID3、K-means）
- **Primary Language**: Java
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 171
- **Forks**: 40
- **Created**: 2016-12-13
- **Last Updated**: 2025-12-11

## Categories & Tags

**Categories**: data-mining

**Tags**: None

## README

# DataMining
[![License](https://img.shields.io/badge/license-Apache%202.0-blue.svg)](LICENSE) [![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg)](https://github.com/Lmy0217/DataMining/pulls)

[中文](README_zh.md)

A data mining software with some algorithms.

## Development Environment
* Eclipse 4.2.2 (Juno)
* JDK 1.8

## Code Structure
* algorithm -- algorithm set, add what you want
  * ID3 -- ID3 implementation
  * Kmeans -- K-means implementation
* data -- data structure
  * DataSet.java -- data set class
  * Attribute.java -- attribute class
  * Instance.java -- Instance (data) class
* gui -- gui set
  * Main.java -- main panel
  * AnalysisPanel.java -- analysis panel
  * DataPanel.java -- data panel
* util -- tool set
  * Reader.java -- read data tool

## Using

### main panel
![](./jpg/main.jpg "main panel")

### load file
![](./jpg/file.jpg "load file")

### data panel
![](./jpg/data.jpg "data panel")

### ID3
![](./jpg/ID3.jpg "ID3")

### K-means
![](./jpg/Kmeans.jpg "K-means")

## License
[Apache License 2.0](LICENSE)