debian man page for linclass

LINCLASS(1)						      General Commands Manual						       LINCLASS(1)

NAME
       linclass - predict labels by a linear classification rule

SYNOPSIS
       linclass [options] example_file model_file

DESCRIPTION
       linclass is a program that predicts labels by a linear classification rule.

       example_file  is  a  file  with testing examples in SVM^light format, and model_file is the file which contains either a binary (two-class)
       rule f(x)=w'*x+w0 or a multi-class rule f(x)=W'*x. These are produced svmocas(1) and msvmocas(1), respectively.

OPTIONS
       A summary of options is included below.

       -h     Show summary of options.

       -v (0|1)
	      Set the verbosity level (default: 1)

       -e     Print the classification error computed from predicted labels and labels contained in example_file.

       -o out_file
	      Save predictions to the file out_file.

       -t (0|1)
	      Output type:

		   0 ... predicted labels (default)

		   1 ... discriminant values

EXAMPLES
       Train the multi-class SVM classifier from example file fiply_trn.light, using svmocas(1) with the regularization constant  C=10,  verbosity
       switched off, and save model to svmocas.model:

		    svmocas -c 10 -b 1 -v 0 riply_trn.light svmocas.model

       Compute	the  testing  error  of  the classifier stored in svmocas.model using testing examples from riply_tst.light and save the predicted
       labels to riply_tst.pred:

		    linclass -e -o riply_tst.pred riply_tst.light svmocas.model

SEE ALSO
       svmocas(1), msvmocas(1).

AUTHORS
       linclass was written by Vojtech Franc <xfrancv@cmp.felk.cvut.cz> and Soeren Sonnenburg <Soeren.Sonnenburg@tu-berlin.de>.

       This manual page was written by Christian Kastner <debian@kvr.at>, for the Debian project (and may be used by others).

								   June 16, 2010						       LINCLASS(1)