README.md

php-linear-regression

Example of linear regression using Rubix ML and the MLP Regressor. In addition to regression, an analysis of the significance of variables in the data set was performed. Written in PHP 8.4 with Symfony Console.

Most important classes

• SolveTaskCommand
• PredictCommand
• PowerCorrelationAnalyzer
• LearnerFactory.php
• PowerStationDatasetSplitter.php
• PowerStationReport.php
• PowerStationTester.php
• PowerStationTrainer.php

Commands

Available commands for the "app" namespace:
  app:predict     
  app:solve-task  

Copyrights

Copyright © Rafał Mikołajun 2025.