Travel Time Prediction System

This project predicts travel time using traffic data and machine learning.

Features

• Distance (km)
• Average Speed (km/h)
• Time of Day
• Traffic Density Level

Model

• Random Forest Regressor

Evaluation Metrics

• Mean Absolute Error (MAE)
• R² Score

User Interface

• Built using Streamlit
• Allows real-time prediction

How to Run

Install dependencies:

pip install -r requirements.txt