SPegasos SPegasos

Parent	oss-parent
Group	nz.ac.waikato.cms.weka
描述	Implements the stochastic variant of the Pegasos (Primal Estimated sub-GrAdient SOlver for SVM) method of Shalev-Shwartz et al. (2007). This implementation globally replaces all missing values and transforms nominal attributes into binary ones. It also normalizes all attributes, so the coefficients in the output are based on the normalized data. Can either minimize the hinge loss (SVM) or log loss (logistic regression). For more information, see S. Shalev-Shwartz, Y. Singer, N. Srebro: Pegasos: Primal Estimated sub-GrAdient SOlver for SVM. In: 24th International Conference on MachineLearning, 807-814, 2007.
Packaging	jar
Size	10.51 KB
文件	pom jar
网址	http://weka.sourceforge.net/doc.packages/SPegasos
发布时间	2012-04-26 13:08

dependencies

Group	Artifact	Version
nz.ac.waikato.cms.weka	weka-dev	[3.7.1,)
nz.ac.waikato.cms.weka	weka-dev	[3.7.1,)
junit	junit	3.8.2

developers

mhall

Mark Hall

licenses

GNU General Public License 3

http://www.gnu.org/licenses/gpl-3.0.txt