ganesh-1825/Exam_result ? reverse-engineered prompt

Build me a simple web app that predicts a student’s exam result from a few basic inputs like study habits, attendance, past performance, and other school related details.

I want it to have a clean webpage with a form where someone can enter the values and click a button to get the prediction right away. After submitting, show the result clearly on the page in a friendly way, like pass or fail, or whatever the model returns. If there’s already a trained model file, wire the app up to use it, and if needed, include a way to retrain the model from the data script.

Please keep the interface simple and easy to use, with basic validation so empty fields do not break it. Make sure the project runs locally without much setup, and add any missing pieces needed so the app works from start to finish. If you need to check current docs or best practices for the web framework, go ahead and look them up.