https://github.com/sovit-123/machine_learning_spam_classifier
https://github.com/sovit-123/machine_learning_spam_classifier
Last synced: about 1 year ago
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- Host: GitHub
- URL: https://github.com/sovit-123/machine_learning_spam_classifier
- Owner: sovit-123
- Created: 2019-04-17T11:10:39.000Z (about 7 years ago)
- Default Branch: master
- Last Pushed: 2019-04-17T11:24:32.000Z (about 7 years ago)
- Last Synced: 2025-02-03T10:46:21.471Z (over 1 year ago)
- Language: Jupyter Notebook
- Size: 11.7 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Machine_Learning_Spam_Classifier
This is simple spam classifier machine learning model.
## References
The book Hands-On [Machine Learning with Scikit-Learn and TensorFlow](https://www.amazon.com/Hands-Machine-Learning-Scikit-Learn-TensorFlow/dp/1491962291) has been referenced for this project work.
## Dataset
The email dataset is downloaded from https://spamassassin.apache.org/old/publiccorpus/
**Further details can be found in the program file as it has been documented.**
## Final Model
The final model has been trained on the easy email set.
## Future Work
1. To train the model on the hard email dataset.
2. To deploy a model.pkl file and making a simple website for others to check whether an email is spam or not.