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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: 1.0.767
Imports: daltoolbox, leaps, FSelector, doBy, glmnet, smotefamily
Published: 2024-03-27
DOI: 10.32614/CRAN.package.daltoolboxdp
Author: Eduardo Ogasawara ORCID iD [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_1.0.767.tar.gz
Windows binaries: r-devel: daltoolboxdp_1.0.767.zip, r-release: daltoolboxdp_1.0.767.zip, r-oldrel: daltoolboxdp_1.0.767.zip
macOS binaries: r-release (arm64): daltoolboxdp_1.0.767.tgz, r-oldrel (arm64): daltoolboxdp_1.0.767.tgz, r-release (x86_64): daltoolboxdp_1.0.767.tgz, r-oldrel (x86_64): daltoolboxdp_1.0.767.tgz

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.