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https://github.com/mohammad95labbaf/sms-spam-classification
This project employs machine learning to categorize SMS messages as spam or non-spam. The project encompasses data preprocessing, feature extraction, model training, and model evaluation. Additionally, the trained machine learning model is deployed using FastAPI and Flask.
https://github.com/mohammad95labbaf/sms-spam-classification
classification fastapi flask flask-application lemmatization logistic-regression machine-learning machine-learning-algorithms multinomial-naive-bayes naive-bayes-classifier nlp nlp-machine-learning nltk nltk-python
Last synced: about 2 months ago
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This project employs machine learning to categorize SMS messages as spam or non-spam. The project encompasses data preprocessing, feature extraction, model training, and model evaluation. Additionally, the trained machine learning model is deployed using FastAPI and Flask.
- Host: GitHub
- URL: https://github.com/mohammad95labbaf/sms-spam-classification
- Owner: mohammad95labbaf
- Created: 2024-08-19T14:11:00.000Z (5 months ago)
- Default Branch: main
- Last Pushed: 2024-08-19T14:50:37.000Z (5 months ago)
- Last Synced: 2024-08-20T17:31:57.132Z (5 months ago)
- Topics: classification, fastapi, flask, flask-application, lemmatization, logistic-regression, machine-learning, machine-learning-algorithms, multinomial-naive-bayes, naive-bayes-classifier, nlp, nlp-machine-learning, nltk, nltk-python
- Language: Python
- Homepage:
- Size: 330 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0