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- Description:
The following features are implemented: 1. Normalize sample data; 2. Search optimal C-gamma pairs for further training and prediction; 3. Train sample data and build hyper-sphere classification model; 4. Predict unknown-class sample data by using hyper-sphere model gotten from training process; 5. Cache kernel matrix for training of large scale sample data 6. Can run all processes by XML script one-stop; 7. Count the executive time about all operations above. 8. Implemented checking sample data format
Now this software only has Chinese documents about algorithm and usage.If someone is interested in this, you can complete the English version. Welcome anyone to modify and improve this software! :) If you want to join us to improve HSSVM , please check SVN address: http://sourceforge.net/projects/hssvm/develop
- Changes to previous version:
- From this version, the version number is normalized to hssvm1.0.1;
- In this version, we delete the features about running parameter searching and run-all from Ant script, that is, commands "ant search-param" and "ant run-all" which exist in previous version are no longer available, and they are replaced with commands "svm search conf" and "svm runall conf", both of them are used on Linux(or all other POSIX systems).If you want to use this program on Windows, the cygwin is required to be installed.
- BibTeX Entry: Download
- Corresponding Paper BibTeX Entry: Download
- Supported Operating Systems: Linux, Windows
- Data Formats: Txt
- Tags: Svm, Algorithm, Hypersphere, Multiclassification, Smo
- Archive: download here
Other available revisons
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Version Changelog Date 1.0.1 - From this version, the version number is normalized to hssvm1.0.1;
- In this version, we delete the features about running parameter searching and run-all from Ant script, that is, commands "ant search-param" and "ant run-all" which exist in previous version are no longer available, and they are replaced with commands "svm search conf" and "svm runall conf", both of them are used on Linux(or all other POSIX systems).If you want to use this program on Windows, the cygwin is required to be installed.
June 8, 2010, 16:16:05 1.18-32 - update the algorithm document;
- add feature of writing prediction results to files when running all
April 7, 2010, 06:59:01 1.18-2 Initial Announcement on mloss.org.
February 26, 2010, 09:25:11
Comments
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- Patrick Lee (on March 31, 2010, 08:35:15)
- just have a see~! O(?_?)O.lol:
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