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liblinear-tools

Standalone applications for LIBLINEAR

Variants:
LIBLINEAR is a library for learning linear classifiers for large scale applications. It supports Support Vector Machines (SVM) with L2 and L1 loss, logistic regression, multi class classification and also Linear Programming Machines (L1-regularized SVMs). Its computational complexity scales linearly with the number of training examples making it one of the fastest SVM solvers around. It also provides Python bindings.

This package contains the standalone applications.

Homepage:
Package version:1.8+dfsg-1
Architecture:armhf
Distribution:Debian
Filename:liblinear-tools_1.8+dfsg-1_armhf.deb

/usr/share/doc/liblinear-tools/README.Debian

liblinear for Debian
--------------------

For more information (including formulations) about LIBLINEAR, you are strongly
advised to read upstream's README file in /usr/share/doc/liblinear1/README.

Upstream calls its binary executables "train" and "predict". To avoid possible
name collisions, these binaries (available in the liblinear-tools package) have
been renamed to "liblinear-train" and "li
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/usr/share/man/man1/liblinear-predict.1.gz

LIBLINEAR-PREDICT(1)                            LIBLINEAR-PREDICT(1)



NAME
       liblinear-predict  - Make predictions based on a trained lin‐
       ear classifier model

SYNOPSIS
       linear-predict [options] test_file model_file output_file

DESCRIPTION
       liblinear-predict uses the linear  classifier  model-file  to
       make  predictions  for  each  of the samples in test_file an
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/usr/share/man/man1/liblinear-train.1.gz

LIBLINEAR-TRAIN(1)                                LIBLINEAR-TRAIN(1)



NAME
       liblinear-train  -  train  a  linear classifier and produce a
       model

SYNOPSIS
       liblinear-train [options] training_set_file [model_file]

DESCRIPTION
       liblinear-train trains a linear  classifier  using  liblinear
       and  produces  a  model  suitable for use with liblinear-pre‐
       dict(1)
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/usr/share/doc/liblinear-tools/changelog.Debian.gz

liblinear (1.8+dfsg-1) unstable; urgency=low

  * New upstream release.
  * debian/control:
    - Ad
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/usr/share/doc/liblinear-tools/copyright

Format-Specification: http://svn.debian.org/wsvn/dep/web/deps/dep5.mdwn?op=file&rev=173
Upstream-Nam
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