Project details for HSSVM

Logo HSSVM 1.18-32

by xjbean - April 7, 2010, 06:59:01 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ]

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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 Ant script one-stop, it's very wonderful; 7. Count the executive time of all operations above.

Now this software only has Chinese documents about algorithm and its 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:
  1. update the algorithm document;
  2. add feature of writing prediction results to files when running all
BibTeX Entry: Download
Corresponding Paper BibTeX Entry: Download
URL: Project Homepage
Supported Operating Systems: Linux, Windows, Unix
Data Formats: Txt
Tags: Svm, Algorithm, Hypersphere, Multiclassification, Smo
Archive: download here

Other available revisons

Version Changelog Date
1.0.1
  1. From this version, the version number is normalized to hssvm1.0.1;
  2. 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
  1. update the algorithm document;
  2. 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

Patrick Lee (on March 31, 2010, 08:35:15)

just have a see~! O(?_?)O.lol:

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