📧 Spam Email Classifier (AIML Project)

🔍 Overview

This project is a Machine Learning-based Spam Classifier that detects whether a message is spam or not using NLP techniques.

🚀 Features

• Text classification using TF-IDF
• Naive Bayes model
• GUI built with Tkinter
• Accuracy ~96%

🛠️ Technologies Used

• Python
• Pandas
• Scikit-learn
• Tkinter

▶️ How to Run

1. Install dependencies: pip install -r requirements.txt

2. Run the program: python main.py

🧪 Example

Input: "You won a free lottery" Output: Spam

📊 Model Performance

• Accuracy: ~96%
• Uses Multinomial Naive Bayes

👨‍💻 Author

Akhil Kumar