Detect Email/SMS Spam with Machine Learning! This Streamlit web app predicts whether a given message is spam or not. Powered by a trained machine learning model, it preprocesses the input text, applies feature extraction techniques, and then classifies it using Natural Language Processing (NLP) algorithms. Enjoy a seamless experience with mobile-friendly UI and lightning-fast predictions!
Check out the live demo here!
- Input any text message to classify it as spam or not.
- Mobile-friendly UI for a seamless experience on any device.
- Lightning-fast predictions powered by machine learning.
- Preprocessing and feature extraction done in the backend.
- Easily customizable for your specific use case.
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Clone the repository:
git clone https://github.com/your_username/your_repository.git
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Navigate to the project directory:
cd your_repository -
Install the required dependencies:
pip install -r requirements.txt
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Run the Streamlit app:
streamlit run app.py
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Open your web browser and go to http://localhost:8501 to view the app.
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Enter any text message in the input field and click the "Predict" button to classify it as spam or not.
Contributions are welcome! Please feel free to open a pull request or submit an issue with any suggestions or improvements.
This project is licensed under the MIT License.