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MDFS  

MultiDimensional Feature Selection
View on CRAN: Click here


Download and install MDFS package within the R console
Install from CRAN:
install.packages("MDFS")

Install from Github:
library("remotes")
install_github("cran/MDFS")

Install by package version:
library("remotes")
install_version("MDFS", "1.5.5")



Attach the package and use:
library("MDFS")
Maintained by
Radosław Piliszek
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-06-15
Latest Update: 2023-05-09
Description:
Functions for MultiDimensional Feature Selection (MDFS): calculating multidimensional information gains, scoring variables, finding important variables, plotting selection results. This package includes an optional CUDA implementation that speeds up information gain calculation using NVIDIA GPGPUs. R. Piliszek et al. (2019) .
How to cite:
Radosław Piliszek (2018). MDFS: MultiDimensional Feature Selection. R package version 1.5.5, https://cran.r-project.org/web/packages/MDFS. Accessed 12 May. 2025.
Previous versions and publish date:
1.0.0 (2018-06-15 13:18), 1.0.1 (2018-06-26 17:54), 1.0.2 (2018-10-31 12:30), 1.0.3 (2018-11-08 16:10), 1.0.4 (2019-10-27 18:20), 1.0.5 (2019-11-10 18:40), 1.1.0 (2021-01-06 18:00), 1.1.1 (2021-01-22 00:20), 1.2.0 (2021-02-09 19:00), 1.3.0 (2022-04-19 15:02), 1.4.0 (2023-01-31 22:30), 1.5.0 (2023-03-14 15:10), 1.5.1 (2023-04-11 16:30), 1.5.3 (2023-05-10 01:40)
Other packages that cited MDFS R package
View MDFS citation profile
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Complete documentation for MDFS
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