📱 Phone Addiction Level Prediction (ML Project)

📌 Problem Statement

This project predicts the level of phone addiction (numeric score) based on user behavior and screen-time features.

🛠 Tech Stack

• Python
• Pandas
• NumPy
• Scikit-learn
• XGBoost
• Matplotlib

🤖 Model Used

• XGBoost Regressor

📊 Evaluation Metrics

• Mean Absolute Error (MAE)
• Mean Squared Error (MSE)
• R² Score

📈 Features Used

• Daily screen time
• Social media usage
• Sleep hours
• Notifications count
• App usage behavior