The source code and binaries of the learning system CORElearn
- port to R
system available via CRAN: sources and also binaries for
different platforms (regularly tested tested for Windows,
Linux, and OS X)
- the latest development version updated
January 25th, 2015: CORElearn_0.9.44.tar.gz
version (version 0.9.44, January 25th, 2015) consists of
the same C++ code, plus compilation instructions, parameters
file, data format description, and same sample testing data.
It is tested to compile with gcc and msvc and contains Windows
executable. It may be older than the R port, mail me if you
need a fresh one. To compile the sources read the ReadMe.htm
The system supports decision and regression trees as well
improved random forests and OrdEval algorithm. Supported data
input formats are
C4.5, C5, and native format. The system is tested to compile and
run on Windows
and Linux. The documentation is available through R, just
package and type ?CORElearn at R prompt.
CORElearn is available under the GNU public license (GPLv3 or later).
licensing might be possible.
Some of the functionality and features are described in my
papers. The R package contains the documentation which
applies also to the
The system for generating new data based on
existing one is available
CRAN. Current version is semiArtificial
1.1.0 (February 25th, 2014)
Marko Robnik Šikonja.