:orphan:  .. only available via index, not via toctree

.. title:: Package Recipe 'bioconductor-fcbf'
.. highlight: bash

bioconductor-fcbf
=================

.. conda:recipe:: bioconductor-fcbf
   :replaces_section_title:
   :noindex:

   Fast Correlation Based Filter for Feature Selection

   :homepage: https://bioconductor.org/packages/3.17/bioc/html/FCBF.html
   :license: MIT + file LICENSE
   :recipe: /`bioconductor-fcbf <https://github.com/bioconda/bioconda-recipes/tree/master/recipes/bioconductor-fcbf>`_/`meta.yaml <https://github.com/bioconda/bioconda-recipes/tree/master/recipes/bioconductor-fcbf/meta.yaml>`_

   This package provides a simple R implementation for the Fast Correlation Based Filter described in Yu\, L. and Liu\, H.\; Feature Selection for High\-Dimensional Data\: A Fast Correlation Based Filter Solution\,Proc. 20th Intl. Conf. Mach. Learn. \(ICML\-2003\)\, Washington DC\, 2003 The current package is an intent to make easier for bioinformaticians to use FCBF for feature selection\, especially regarding transcriptomic data.This implies discretizing expression \(function discretize\_exprs\) before calculating the features that explain the class\, but are not predictable by other features. The functions are implemented based on the algorithm of Yu and Liu\, 2003 and Rajarshi Guha\'s implementation from 13\/05\/2005 available \(as of 26\/08\/2018\) at http\:\/\/www.rguha.net\/code\/R\/fcbf.R .


.. conda:package:: bioconductor-fcbf

   |downloads_bioconductor-fcbf| |docker_bioconductor-fcbf|

   :versions:
      
      
      .. raw:: html

         <details><summary><span class="truncated-version-list"><code>2.8.0-0</code>,  <code>2.6.0-0</code>,  <code>2.2.0-0</code>,  <code>2.0.0-0</code>,  <code>1.8.0-1</code>,  <code>1.8.0-0</code>,  <code>1.6.0-0</code>,  <code>1.4.0-0</code>,  <code>1.2.2-0</code>,  </span></summary>
      

      ``2.8.0-0``,  ``2.6.0-0``,  ``2.2.0-0``,  ``2.0.0-0``,  ``1.8.0-1``,  ``1.8.0-0``,  ``1.6.0-0``,  ``1.4.0-0``,  ``1.2.2-0``,  ``1.0.1-0``,  ``1.0.0-0``

      
      .. raw:: html

         </details>
      

   
   :depends on bioconductor-summarizedexperiment: ``>=1.30.0,<1.31.0``
   :depends on r-base: ``>=4.3,<4.4.0a0``
   :depends on r-ggplot2: 
   :depends on r-gridextra: 
   :depends on r-mclust: 
   :depends on r-pbapply: 

   :additional platforms:
      

Installation
------------

You need a conda-compatible package manager
(currently either `pixi <https://pixi.sh>`__, `conda <https://docs.conda.io/projects/conda>`__, or `micromamba <https://mamba.readthedocs.io>`__)
and the Bioconda channel already activated (see :ref:`bioconda_setup`).
Below, we show how to install with either pixi or conda (for micromamba and mamba, commands are essentially the same as with conda).

Pixi
""""

With pixi_ installed and the Bioconda channel set up (see :ref:`bioconda_setup`),
to install globally, run::

    pixi global install bioconductor-fcbf

to add into an existing workspace instead, run::

    pixi add bioconductor-fcbf

In the latter case, make sure to first add bioconda and conda-forge to the channels considered by the workspace::

    pixi workspace channel add conda-forge
    pixi workspace channel add bioconda

Conda
"""""

With conda_ installed and the Bioconda channel set up (see :ref:`bioconda_setup`), to install into an existing and activated environment, run::

    conda install bioconductor-fcbf

Alternatively, to install into a new environment, run::

    conda create -n envname bioconductor-fcbf

with ``envname`` being the name of the desired environment.

Container
"""""""""

Alternatively, every Bioconda package is available as a container image for usage with your preferred container runtime.
For e.g. docker, run::

    docker pull quay.io/biocontainers/bioconductor-fcbf:<tag>

(see `bioconductor-fcbf/tags`_ for valid values for ``<tag>``).

Integrated deployment
"""""""""""""""""""""

Finally, note that many scientific workflow management systems directly integrate both conda and container based software deployment.
Thus, workflow steps can be often directly annotated to use the package, leading to automatic deployment by the respective workflow management system, thereby improving reproducibility and transparency.
Check the documentation of your workflow management system to find out about the integration.

.. _conda: https://conda.io
.. _pixi: https://pixi.sh
.. |downloads_bioconductor-fcbf| image:: https://img.shields.io/conda/dn/bioconda/bioconductor-fcbf.svg?style=flat
   :target: https://anaconda.org/bioconda/bioconductor-fcbf
   :alt:   (downloads)
.. |docker_bioconductor-fcbf| image:: https://quay.io/repository/biocontainers/bioconductor-fcbf/status
   :target: https://quay.io/repository/biocontainers/bioconductor-fcbf
.. _`bioconductor-fcbf/tags`: https://quay.io/repository/biocontainers/bioconductor-fcbf?tab=tags


.. raw:: html

    <script>
        var package = "bioconductor-fcbf";
        var versions = ["2.8.0","2.6.0","2.2.0","2.0.0","1.8.0"];
    </script>






Download stats
-----------------

.. raw:: html
    :file: ../../templates/package_dashboard.html

Link to this page
-----------------

Render an |install-with-bioconda| badge with the following MarkDown::

   [![install with bioconda](https://img.shields.io/badge/install%20with-bioconda-brightgreen.svg?style=flat)](http://bioconda.github.io/recipes/bioconductor-fcbf/README.html)

.. |install-with-bioconda| image:: https://img.shields.io/badge/install%20with-bioconda-brightgreen.svg?style=flat
   :target: http://bioconda.github.io/recipes/bioconductor-fcbf/README.html