gridSearch gridSearch

Parent	oss-parent
Group	nz.ac.waikato.cms.weka
描述	Performs a grid search of parameter pairs for the a classifier (Y-axis, default is LinearRegression with the "Ridge" parameter) and the PLSFilter (X-axis, "# of Components") and chooses the best pair found for the actual predicting. The initial grid is worked on with 2-fold CV to determine the values of the parameter pairs for the selected type of evaluation (e.g., accuracy). The best point in the grid is then taken and a 10-fold CV is performed with the adjacent parameter pairs. If a better pair is found, then this will act as new center and another 10-fold CV will be performed (kind of hill-climbing). This process is repeated until no better pair is found or the best pair is on the border of the grid. In case the best pair is on the border, one can let GridSearch automatically ext
Packaging	jar
Size	38.20 KB
文件	pom jar
网址	http://weka.sourceforge.net/doc.packages/gridSearch
发布时间	2013-06-05 11:35

dependencies

Group	Artifact	Version
nz.ac.waikato.cms.weka	weka-dev	[3.7.1,)
nz.ac.waikato.cms.weka	weka-dev	[3.7.1,)
nz.ac.waikato.cms.weka	partialLeastSquares	[1.0.0,)
junit	junit	3.8.2

developers

bernhard	Bernhard Pfahringer
geoff	Geoff Holmes
fracpete	Peter Reutemann

licenses

GNU General Public License 3

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