daltoolboxdp: Data Pre-Processing Extensions

An important aspect of data analytics is related to data management support for artificial intelligence. It is related to preparing data correctly. This package provides extensions to support data preparation in terms of both data sampling and data engineering. Overall, the package provides researchers with a comprehensive set of functionalities for data science based on experiment lines, promoting ease of use, extensibility, and integration with various tools and libraries. Information on Experiment Line is based on Ogasawara et al. (2009) <doi:10.1007/978-3-642-02279-1_20>.

Version:	1.0.777
Imports:	daltoolbox, leaps, FSelector, doBy, glmnet, smotefamily
Published:	2024-12-04
DOI:	10.32614/CRAN.package.daltoolboxdp
Author:	Eduardo Ogasawara [aut, ths, cre], Federal Center for Technological Education of Rio de Janeiro (CEFET/RJ) [cph]
Maintainer:	Eduardo Ogasawara <eogasawara at ieee.org>
License:	MIT + file LICENSE
URL:	https://github.com/cefet-rj-dal/daltoolboxdp
NeedsCompilation:	no
Materials:	README
CRAN checks:	daltoolboxdp results

Documentation:

Reference manual:

daltoolboxdp.pdf

Downloads:

Package source:	daltoolboxdp_1.0.777.tar.gz
Windows binaries:	r-devel: daltoolboxdp_1.0.777.zip, r-release: daltoolboxdp_1.0.777.zip, r-oldrel: daltoolboxdp_1.0.777.zip
macOS binaries:	r-release (arm64): daltoolboxdp_1.0.777.tgz, r-oldrel (arm64): daltoolboxdp_1.0.777.tgz, r-release (x86_64): daltoolboxdp_1.0.777.tgz, r-oldrel (x86_64): daltoolboxdp_1.0.777.tgz
Old sources:	daltoolboxdp archive

Linking:

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