https://github.com/dsdatsme/ml-ex6
https://github.com/dsdatsme/ml-ex6
Last synced: 2 months ago
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- Host: GitHub
- URL: https://github.com/dsdatsme/ml-ex6
- Owner: DSdatsme
- Created: 2017-08-19T13:43:44.000Z (almost 8 years ago)
- Default Branch: master
- Last Pushed: 2017-08-28T19:20:25.000Z (almost 8 years ago)
- Last Synced: 2025-02-12T12:55:19.175Z (4 months ago)
- Language: Matlab
- Size: 1.02 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# ML-EX6
Machine learning exercise 6
## Support Vector Machines (SVM)
### Part 1: Gaussian kernel with SVMs
Working with 2D dataset which can be separated by linear boundary by using SVM.
Using Gaussian kernel to find non-linear boundary.
### Part 2: Spam Classification
Building a spam classifier using SVM only by using the body of email.
After training you can try out your own email body by replacing the text in spamSamples and emailSamples.