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🚦 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

About

This project predicts travel time using machine learning techniques based on distance and speed data, demonstrating practical applications of regression models in transportation systems.

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