https://github.com/gesangpj/kmeans_kopi

K-Means Project For Coffe Plant
https://github.com/gesangpj/kmeans_kopi

apache2 codeigniter3 coffe-plant coffee docker elbow-method k-means k-means-clustering mysql php xampp xampp-server

Last synced: 22 days ago
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K-Means Project For Coffe Plant

• Host: GitHub
• URL: https://github.com/gesangpj/kmeans_kopi
• Owner: GesangPJ
• License: other
• Created: 2023-09-04T11:43:00.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-09-24T13:49:13.000Z (over 1 year ago)
• Last Synced: 2024-11-13T23:30:24.412Z (3 months ago)
• Topics: apache2, codeigniter3, coffe-plant, coffee, docker, elbow-method, k-means, k-means-clustering, mysql, php, xampp, xampp-server
• Language: PHP
• Homepage:
• Size: 16 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: Readme.md
  • License: LICENSE.md
  • Code of conduct: CODE_OF_CONDUCT.md
  • Security: SECURITY.md

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README

        
# K-MEANS PROJECT

### This is K-Means visualization website for Coffe Plants

### 1. Dashboard



A Dashboard to get Arduino Sensor Data

### 2. Dataset Upload



Upload the dataset or another custom dataset

### 3. Elbow Optimization



Use the uploaded dataset to Start Elbow Optimization

### 4. Centroid Type



Choose which type of centroid :

- Means

- Random

### 5. K-Means Process



See the details of K-Means calculation like Euclidean Distance

### 6. Result



See the result of K-Means Clustering

### 7. Export Result



Export the K-Means cluster, for now it's docx format

## Requirements

- Xampp 7.4.33

- Composer (PHP Composer)

## Setup

1. Clone to your directory

2. Edit database connection '../config/database.php' to your database connection preference

3. Edit base_url if needed ('../config/config.php')

4. Import Database in '../data/' (kopi.sql) to your MySQL Server

5. Run Composer Install and wait

6. Open the project web in your browser