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svm-grid - a parameter selection tool for LIBSVM

Author

       Chih-Chung Chang, Chih-Jen Lin <cjlin@csie.ntu.edu.tw>, Chen-Tse Tsai <ctse.tsai@gmail.com> (packaging)

Bugs

       Please report bugs to the Debian BTS.

Description

grid.py  is  a  parameter  selection  tool for C-SVM classification using the RBF (radial basis function)
       kernel. It uses cross validation (CV) technique to estimate the accuracy of each parameter combination in
       the specified range and helps you to decide the best parameters for your problem.

Examples

       svm-grid -log2c -5,5,1 -log2g -4,0,1 -v 5 -m 300 heart_scale

Files

       See svm-train(1) for the format of dataset

Name

       svm-grid - a parameter selection tool for LIBSVM

See Also

svm-train(1), svm-predict(1)

Linux                                               DEC 2009                                         svm-grid(1)

Synopsis

svm-grid[-log2cbegin,end,step][-log2gbegin,end,step][-vfold][-svmtrainpathname][-gnuplotpathname][-outpathname][-pngpathname][additional_parameters_for_svm-train]dataset

See Also