This machine learning project helps you to get a better understanding on training a regression model but of course creating a machine learning model is not enough. You should use that model to create something more useful for the humankind. In this project i tried to apply my trained model into Tkinter GUI. I Hope you will find this project helpful.
Needed libraries and methods are imported into the IDE.Imported dataset is examined in this part and the correlation between variables are shown.
Random Forest Regression model is used but before begining to training the model first dataset is split into two subsets.
Model was trained and accuracy values of the model is checked. R2 score value is 0.75 but this project is about using a model in a GUI. Therefore, any model validation was not applied to the model.
Under this headline GUI is formed and a prediction value from previously trained model is obtained by using entry values of GUI.