# KmeansCluster

**Repository Path**: tang_wan_qiang/KmeansCluster

## Basic Information

- **Project Name**: KmeansCluster
- **Description**: The realization of k-means clustering algorithm by MATLAB
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 1
- **Created**: 2020-02-19
- **Last Updated**: 2021-07-23

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# KmeansCluster

This is a realization of the K-means clustering algorithm written by MATLAB. Here is the file structure:

```
KmeansCluster
    |-- src
        |-- mykmeans.m
        |-- mycluster_plus.m
        |-- mydist.m
        |-- mydist_corre.m
        |-- mydist_cosine.m
        |-- mydist_hamm.m
        |-- mydrawkmeans.m
        |-- myerrcal.m
        |-- mynumstatistic.m
    |-- Readme.md
    |-- kmeastest.m
    |-- 算法 _ k-means聚类.md
```
Among the files above:
- file 'mykmeans.m' is the main file to realize K-means clustering algorithm;
- the rest 8 XXX.m in dict 'src' are called functions by mykmeans.m;
- file 'kmeastest.m' is the test file to examine the performance of the code—— 9 matlab files in folder 'src';
- file '算法_k-means聚类.md' is a detailed introduction document for this project. 

For more detailed information, refer to article [算法 _ k-means聚类](https://github.com/chentianyangWHU/KmeansCluster/blob/master/%E7%AE%97%E6%B3%95%20_%20k-means%E8%81%9A%E7%B1%BB.md).