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Salary prediction implementation using PHP-ML LeastSquares Linear Regression Algorithm

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wEbCoAdEr/phpSalaryPredictionAI

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PHP Salary Prediction AI

Minimum PHP Version Build Status License

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.

Features

  • 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

Requirements

  • PHP 7.2 or higher
  • PHP-ML library

Usage

  1. Clone the repository to your local machine
  2. Install the required dependencies using composer install command in project directory
  3. Start the application by opening the index.php file in your browser
  4. Input the required information for the candidate and click the "Predict Salary" button
  5. The predicted salary will be displayed on the screen
  6. The dataset is available in the salary.json file. You can update the existing dataset according to your needs

Contributions

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.

License

This project is licensed under the MIT License.