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libocas-tools

Standalone applications implementing the OCAS solver

Variants:
This library implements Optimized Cutting Plane Algorithm (OCAS) for training linear Support Vector Machine (SVM) classifiers from large-scale data. The computational effort of OCAS scales linearly with the number of training examples. It is one of the fastest SVM solvers around for solving linear and multiclass L2 regularized SVMs.

This package contains the standalone applications.

Homepage:
Package version:0.93-1
Architecture:kfreebsd-i386
Distribution:Debian
Filename:libocas-tools_0.93-1_kfreebsd-i386.deb

/usr/share/man/man1/linclass.1.gz

LINCLASS(1)                                              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 clas‐
       sification rule.

       example_file is a file with  testing  examples  in  SVM^light
       format,  and 
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/usr/share/man/man1/msvmocas.1.gz

MSVMOCAS(1)                                              MSVMOCAS(1)



NAME
       msvmocas - train a multi-class linear SVM classifier

SYNOPSIS
       msvmocas [options] example_file model_file

DESCRIPTION
       msvmocas  is  a  program that trains a multi-class linear SVM
       classifier using the Optimized Cutting  Plane  Algorithm  for
       Support Vector Machines (OCAS) and produces a
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/usr/share/man/man1/svmocas.1.gz

SVMOCAS(1)                                                SVMOCAS(1)



NAME
       svmocas - train a binary linear SVM classifier

SYNOPSIS
       svmocas [options] example_file model_file

DESCRIPTION
       svmocas  is a program that trains a binary linear SVM classi‐
       fier using the Optimized Cutting Plane Algorithm for  Support
       Vector Machines (OCAS) and produces a model file.

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/usr/share/doc/libocas-tools/changelog.Debian.gz

libocas (0.93-1) unstable; urgency=low

  * Initial release (Closes: #585788)
  * debian/patches:
  
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/usr/share/doc/libocas-tools/changelog.gz

2010-06-11  Vojtech Franc
        * Added functions which implement the COFFIN framework for trainin
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/usr/share/doc/libocas-tools/copyright

Format-Specification: http://svn.debian.org/wsvn/dep/web/deps/dep5.mdwn?op=file&rev=135
Name: LIBOCA
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