ml_streamlit/docs/application-guide.md

Application Guide

Using the Streamlit Application

The Streamlit Score Predictor is a simple web application that allows users to predict test scores based on the number of hours studied.

Interface Overview

The application consists of:

1. A title and description
2. A number input field for entering hours studied
3. A "Predict" button
4. A results section that displays the predicted test score

Making Predictions

1. Enter the number of hours studied in the input field

   • Use the up/down arrows or type directly in the field
   • The minimum value is 0
   • You can increment by 1.0 hour using the arrows

2. Click the "Predict" button

3. View the predicted test score

   • The prediction will appear below the button
   • The score is displayed with two decimal places

Error Handling

If there is an issue with the prediction (e.g., invalid input or model error), an error message will be displayed.