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A simple project to classify SMS messages as spam or not spam using Naive Bayes and TF-IDF vectorization

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πŸ“© SMS Spam Detection with Scikit-learn

Model Overview


Project Structure

sms-spam-detector/
β”‚
β”œβ”€β”€ data/
β”‚     └── spam.csv # Dataset file
β”‚
β”œβ”€β”€ spam_detector.py # Main training and prediction script
β”‚
└── README.md # Project documentation

Requirements

  • pandas
  • scikit-learn

πŸš€ You can install dependencies using: pip install -r requirements.txt

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A simple project to classify SMS messages as spam or not spam using Naive Bayes and TF-IDF vectorization

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