README.md

---
title: Email Spam
emoji: 📉
colorFrom: gray
colorTo: yellow
sdk: gradio
sdk_version: 5.49.0
app_file: app.py
pinned: false
license: apache-2.0
---

# 📉 Email Spam

### 📨 Overview
This project predicts whether an email is **Spam** or **Not Spam** using a machine learning model trained with **Naive Bayes** and **scikit-learn**.  
It’s deployed as an interactive **Gradio** web app for real-time predictions.

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### 🧠 Model Details
- **Algorithm**: Multinomial Naive Bayes  
- **Feature Extraction**: TF-IDF Vectorizer  
- **Libraries**: scikit-learn, pandas, nltk, gradio  

The model classifies an email as:
- **Spam** — if the email contains promotional, fraudulent, or phishing-like content  
- **Not Spam** — if it’s a legitimate or safe email  

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