Project details for r-cran-CORElearn

Logo r-cran-CORElearn 0.9.46

by r-cran-robot - May 29, 2015, 00:00:00 CET [ Project Homepage BibTeX Download ]

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Description:

Classification, Regression and Feature Evaluation: This is a suite of machine learning algorithms written in C++ with R interface. It contains several machine learning model learning techniques in classification and regression, for example classification and regression trees with optional constructive induction and models in the leaves, random forests, kNN, naive Bayes, and locally weighted regression. It is especially strong in feature evaluation where it contains several variants of Relief algorithm and many impurity based attribute evaluation functions, e.g., Gini, information gain, MDL, DKM. These methods can be used for example to discretize numeric attributes. Its additional strength is OrdEval algorithm and its visualization used for evaluation of data sets with ordinal features and class enabling analysis according to the Kano model. Several algorithms support parallel multithreaded execution via OpenMP. The top-level documentation is reachable through ?CORElearn.

Changes to previous version:

Fetched by r-cran-robot on 2015-09-01 00:00:09.474369

BibTeX Entry: Download
URL: Project Homepage
Supported Operating Systems: Agnostic
Tags: R-Cran
Archive: download here

Other available revisons

Version Changelog Date
0.9.46

Fetched by r-cran-robot on 2015-09-01 00:00:09.474369

July 1, 2015, 00:00:05
0.9.45

Fetched by r-cran-robot on 2015-06-01 00:00:04.554074

February 1, 2015, 00:00:05
0.9.44

Fetched by r-cran-robot on 2015-01-01 00:00:05.166996

January 1, 2015, 00:00:05
0.9.43

Fetched by r-cran-robot on 2014-12-01 00:00:04.936593

June 1, 2014, 00:00:04
0.9.42

Fetched by r-cran-robot on 2014-05-01 00:00:05.259764

November 1, 2013, 00:00:04
0.9.41

Fetched by r-cran-robot on 2013-10-01 00:00:05.909849

February 1, 2013, 00:00:04
0.9.40

Fetched by r-cran-robot on 2013-01-01 00:00:05.485081

August 1, 2012, 00:00:04
0.9.39

Fetched by r-cran-robot on 2012-07-01 00:00:03.972887

February 1, 2012, 00:00:05
0.9.35

Fetched by r-cran-robot on 2011-12-18 08:16:04.864087

August 21, 2011, 08:16:05
0.9.34

Fetched by r-cran-robot on 2011-08-14 08:16:03.953544

April 30, 2011, 08:16:04

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