https://github.com/prashantkumar7541/smart-spam-classifier

Spam Email Classification using NLP and Machine Learning
https://github.com/prashantkumar7541/smart-spam-classifier

email-classification jupyter-notebook python spam-email-classifier

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Spam Email Classification using NLP and Machine Learning

• Host: GitHub
• URL: https://github.com/prashantkumar7541/smart-spam-classifier
• Owner: prashantkumar7541
• Created: 2024-11-20T14:45:10.000Z (2 months ago)
• Default Branch: main
• Last Pushed: 2024-12-21T07:04:44.000Z (about 1 month ago)
• Last Synced: 2024-12-21T07:26:07.271Z (about 1 month ago)
• Topics: email-classification, jupyter-notebook, python, spam-email-classifier
• Language: Jupyter Notebook
• Homepage:
• Size: 570 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Smart-Spam-Classifier

Smart-Spam-Classifier is a email classification tool that leverages Natural Language Processing (NLP) and machine learning to protect your inbox from spam. With an intuitive interface built on **Streamlit**, it accurately identifies and filters spam emails, ensuring a secure and clutter-free email experience.

## Features

- **Email Classification**: Enter an email and classify it as either *Spam* or *Not Spam* using a machine learning model.

- **Model Performance**: View model accuracy, confusion matrix, and a classification report on the dataset.

- **User-Friendly Interface**: The classification result is displayed with a color-coded background to clearly indicate whether an email is *Spam* (red) or *Not Spam* (green).

- **Real-time Feedback**: Instant results and model performance visualization.

## Installation

To run locally, follow these steps to set up the project on your machine:

### Prerequisites

- **Python 3.7+**: Make sure you have Python installed.

- **Git**: To clone the repository.

### Steps to Install

1. **Clone the repository:**

   First, clone the repository to your local machine:

   ```bash

   git clone https://github.com/prashantkumar7541/Smart-Spam-Classifier.git