https://github.com/techshot25/spamfilter

This project focuses on creating a spam filter using SVM
https://github.com/techshot25/spamfilter

machine-learning rbf-kernel support-vector-machine svm-classifier

Last synced: about 1 month ago
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This project focuses on creating a spam filter using SVM

• Host: GitHub
• URL: https://github.com/techshot25/spamfilter
• Owner: techshot25
• License: mit
• Created: 2019-03-10T02:34:32.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2019-03-11T01:34:06.000Z (almost 6 years ago)
• Last Synced: 2023-12-23T05:25:11.100Z (almost 1 year ago)
• Topics: machine-learning, rbf-kernel, support-vector-machine, svm-classifier
• Language: Jupyter Notebook
• Size: 757 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# SpamFilter

This project focuses on creating a spam filter using SVM classifier. The objective is to find the classifier that maximizes precision using features such as text and character frequencies.

Main code and implementation found in [SpamFilter.ipynb](../master/SpamFilter.ipynb). If the GitHub cannot make the preview, click [here](https://nbviewer.jupyter.org/github/techshot25/SpamFilter/blob/master/SpamFilter.ipynb).

Documentation file: [spambase.DOCUMENTATION](../master/Data/spambase.DOCUMENTATION).