s.iastate.edu/~yasser/wlsvm/.
Chih-Chung Chang, Chih-Jen Lin (2001). LIBSVM - A Library for Support Vector Machines. URL http://www.csie.ntu.edu.tw/~cjlin/libsvm/.
BibTeX:
@misc{EL-Manzalawy2005, author = {Yasser EL-Manzalawy}, note = {You don't need to include the WLSVM package in the CLASSPATH}, title = {WLSVM}, year = {2005}, URL = {http://www.cs.iastate.edu/\~yasser/wlsvm/} } @misc{Chang2001, author = {Chih-Chung Chang and Chih-Jen Lin}, note = {The Weka classifier works with version 2.82 of LIBSVM}, title = {LIBSVM - A Library for Support Vector Machines}, year = {2001}, URL = {http://www.csie.ntu.edu.tw/\~cjlin/libsvm/} } Valid options are:
-S <int> Set type of SVM (default: 0) 0 = C-SVC 1 = nu-SVC 2 = one-class SVM 3 = epsilon-SVR 4 = nu-SVR
-K <int> Set type of kernel function (default: 2) 0 = linear: u'*v 1 = polynomial: (gamma*u'*v + coef0)^degree 2 = radial basis function: exp(-gamma*|u-v|^2) 3 = sigmoid: tanh(gamma*u'*v + coef0)
-D <int> Set degree in kernel function (default: 3)
-G <double> Set gamma in kernel function (default: 1/k)
-R <double> Set coef0 in kernel function (default: 0)
-C <double> Set the parameter C of C-SVC, epsilon-SVR, and nu-SVR (default: 1)
-N <double> Set the parameter nu of nu-SVC, one-class SVM, and nu-SVR (default: 0.5)
-Z Turns on normalization of input data (default: off)
-J Turn off nominal to binary conversion. WARNING: use only if your data is all numeric!
-V Turn off missing value replacement. WARNING: use only if your data has no missing values.
-P <double> Set the epsilon in loss function of epsilon-SVR (default: 0.1)
-M <double> Set cache memory size in MB (default: 40)
-E <double> Set tolerance of termination criterion (default: 0.001)
-H Turns the shrinking heuristics off (default: on)
-W <double> Set the parameters C of class i to weight[i]*C, for C-SVC E.g., for a 3-class problem, you could use "1 1 1" for equally weighted classes. (default: 1 for all classes)
-B Trains a SVC model instead of a SVR one (default: SVR)
-D If set, classifier is run in debug mode and may output additional info to the console
@author Yasser EL-Manzalawy
@author FracPete (fracpete at waikato dot ac dot nz)
@version $Revision: 7561 $
@see weka.core.converters.LibSVMLoader
@see weka.core.converters.LibSVMSaver