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RFOREST: Stata module to implement Random Forest algorithm

Author

Listed:
  • Rosie Yuyan Zou

    (University of Waterloo)

  • Matthias Schonlau

    (University of Waterloo)

Programming Language

Stata

Abstract

rforest is a plugin for random forest classification and regression algorithms. It is built on a Java backend which acts as an interface to the RandomForest Java class presented in the WEKA project, developed at the University of Waikato and distributed under the GNU Public License.

Suggested Citation

  • Rosie Yuyan Zou & Matthias Schonlau, 2019. "RFOREST: Stata module to implement Random Forest algorithm," Statistical Software Components S458614, Boston College Department of Economics, revised 30 Nov 2024.
    • Handle: RePEc:boc:bocode:s458614
    Note: This module should be installed from within Stata by typing "ssc install rforest". This routine was previously named randomforest. The module is made available under terms of the GPL v3 (https://www.gnu.org/licenses/gpl-3.0.txt). Windows users should not attempt to download these files with a web browser.
    as

    Download full text from publisher

    File URL: http://fmwww.bc.edu/repec/bocode/r/rforest.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/r/rforest.sthlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/r/randomforest_predict.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/r/rforest_examples.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/r/rforest_examples.ihlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/r/randomforest.jar
    File Function: Java archive file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/w/weka.jar
    File Function: Java archive file
    Download Restriction: no
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