This is a GUI application developed using PHP that predicts the salary of a programmer candidate based on their experience, test score, and interview score. The application uses Least Squares Linear Regression from the PHP-ML library to implement the functionality.
- User-friendly interface to input the required information
- Predicts the salary of a programmer candidate based on their experience, test score, and interview score
- Utilizes the Least Squares Linear Regression algorithm from the PHP-ML library
- PHP 7.2 or higher
- PHP-ML library
- Clone the repository to your local machine
- Install the required dependencies using
composer install
command in project directory - Start the application by opening the
index.php
file in your browser - Input the required information for the candidate and click the "Predict Salary" button
- The predicted salary will be displayed on the screen
- The dataset is available in the
salary.json
file. You can update the existing dataset according to your needs
Contributions are always welcome. If you would like to contribute to the project, please create a fork of the repository, make your changes, and submit a pull request.
This project is licensed under the MIT License.