This is a machine learning utility application that predicts whether a loan will default of not, based on user-input data that is filled through a form in a client application.
Client-Server Architecture. The prediction runs on the server side and the GUI is on the client side. The client-server application is achieved using Django. The application is built using Python. The GUI is built using HTML, CSS and Bootstrap
The application is built using decision trees as the supervised learning model. We pre-trained the model, and the new predictions are made based on the tranining data. You can find the model in ./webapp/model.py