- bookworm 3.24+ds-6
- testing 3.24+ds-6+b1
- unstable 3.24+ds-6+b1
- experimental 3.25+ds-1~exp1
svm-grid(1) | User Manuals | svm-grid(1) |
NAME¶
svm-grid - a parameter selection tool for LIBSVM
SYNOPSIS¶
svm-grid [-log2c begin,end,step ] [ -log2g begin,end,step ] [ -v fold ] [ -svmtrain pathname ] [ -gnuplot pathname ] [ -out pathname ] [ -png pathname ] [ additional_parameters_for_svm-train ] dataset
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.
FILES¶
See svm-train(1) for the format of dataset
EXAMPLES¶
svm-grid -log2c -5,5,1 -log2g -4,0,1 -v 5 -m 300 heart_scale
BUGS¶
Please report bugs to the Debian BTS.
AUTHOR¶
Chih-Chung Chang, Chih-Jen Lin <cjlin@csie.ntu.edu.tw>, Chen-Tse Tsai <ctse.tsai@gmail.com> (packaging)
SEE ALSO¶
DEC 2009 | Linux |