Welcome to the Email Spam Classifier! This application helps you determine if an email is spam or not using a machine learning model.
- User-friendly Interface: Enter your email text and classify it with a single click.
- Real-time Classification: Get instant results on whether the email is spam or not.
- Professional Design: Clean and minimalistic design for a professional look.
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Clone the repository:
git clone https://github.com/omshukla12/Spam-Classifier.git cd Spam-Classifier
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Install the required packages:
pip install -r requirements.txt
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Run the application:
streamlit run app.py
- Open the application in your browser.
- Enter the email text in the input box.
- Click the "Classify" button to check if the email is spam.
- app.py: The main Streamlit application file.
- spam.pkl: The pre-trained machine learning model.
- vectorizer.pkl: The vectorizer used to transform email text.
Contributions are welcome! Please fork the repository and submit a pull request.
This project is licensed under the MIT License.
Developed by Om Shukla. For more information, visit our GitHub repository or contact us at [email protected].