README.md

metadata

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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