splitTools

Light weight R package to do fast data splitting for cross-validation or train/valid/test splits

GPL-2.0 License

Downloads
1.4K
Stars
13
Committers
2

Bot releases are hidden (Show)

splitTools - CRAN release 1.0.1 Latest Release

Published by mayer79 over 1 year ago

  • Documentation update.
  • Remove dependency {ranger}.
splitTools - CRAN release 1.0.0

Published by mayer79 over 1 year ago

  • Documentation update
  • Push the package to mature version 1.0.0.
  • Replacing importFrom by ::.
splitTools - CRAN release 0.3.3

Published by mayer79 over 1 year ago

splitTools 0.3.3

New Functionality

  • Sometimes, one need to stratify on multiple columns. The new function multi_strata() provides a vector of stratification groups based on a data frame that can be then passed to partition() or create_folds(). Each stratification group will contain "similar" data rows, where similarity is either based on a kmeans cluster analysis or forming all combinations of binned columns. Thanks to kapsner for the idea and the help with the implementation.

Maintenance

  • Set up github actions, thanks to L. Kapsner.
splitTools - CRAN release 0.3.2

Published by mayer79 over 2 years ago

Maintenance release only.

splitTools - CRAN release 0.3.1

Published by mayer79 over 3 years ago