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  • Last update: 5 years ago
  • Total downloads: 1,017
  • Operating system: Mac OS X
  • Publisher: LIBSVM Team
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mac default iconLIBSVM For Mac Publisher's description

A library for support vector machines

LIBSVM is an integrated software for support vector classification, (C-SVC, nu-SVC), regression (epsilon-SVR, nu-SVR) and distribution estimation (one-class SVM ).

LIBSVM also offers support for multi-class classification.

Here are some key features of "LIBSVM":

В· Different SVM formulations
В· Efficient multi-class classification
В· Cross validation for model selection
В· Probability estimates
В· Weighted SVM for unbalanced data
В· Both C++ and Java sources
В· GUI demonstrating SVM classification and regression
В· Python, R (also Splus), MATLAB, Perl, Ruby, Weka, Common LISP and LabVIEW interfaces. C# .NET code is available. It's also included in some learning environments: YALE and PCP.
В· Automatic model selection which can generate contour of cross valiation accuracy.

What's New in This Release:

В· We have a new make.m to easily install matlab/octave interface on windows/unix/mac.

System Requirements:

No special requirements.
Program Release Status: Minor Update
Program Install Support: Install and Uninstall

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