dynfeature: Feature Importance for Dynamic Processes

Calculating feature importance scores from trajectories using the random forests algorithm and more. Saelens and Cannoodt et al. (2019) <doi:10.1038/s41587-019-0071-9>.

Version: 1.0.1
Depends: R (≥ 3.5.0)
Imports: dplyr, dynutils (≥ 1.0.2), dynwrap (≥ 1.0.0), purrr, methods, ranger, reshape2, testthat, tibble
Suggests: caret, covr
Published: 2023-03-01
Author: Robrecht Cannoodt ORCID iD [aut, cre] (rcannood), Wouter Saelens ORCID iD [aut] (zouter)
Maintainer: Robrecht Cannoodt <rcannood at gmail.com>
BugReports: https://github.com/dynverse/dynfeature/issues
License: MIT + file LICENSE
URL: https://github.com/dynverse/dynfeature
NeedsCompilation: no
Citation: dynfeature citation info
Materials: README NEWS
CRAN checks: dynfeature results

Documentation:

Reference manual: dynfeature.pdf

Downloads:

Package source: dynfeature_1.0.1.tar.gz
Windows binaries: r-devel: dynfeature_1.0.1.zip, r-release: dynfeature_1.0.1.zip, r-oldrel: dynfeature_1.0.1.zip
macOS binaries: r-release (arm64): dynfeature_1.0.1.tgz, r-oldrel (arm64): dynfeature_1.0.1.tgz, r-release (x86_64): dynfeature_1.0.1.tgz, r-oldrel (x86_64): dynfeature_1.0.1.tgz
Old sources: dynfeature archive

Reverse dependencies:

Reverse imports: dynplot

Linking:

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