NEWS

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splitTools 1.0.1 (2023-06-06)

• Documentation update.
• Remove dependency {ranger}.

splitTools 1.0.0 (2023-04-28)

• Documentation update
• Push the package to mature version 1.0.0.
• Replacing importFrom by ::.

splitTools 0.3.3 (2023-03-23)

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 0.3.2 (2022-01-28)

This is documentation and maintenance update only with the following changes:

• Updated documentation to clarify that create_folds() creates in-sample indices by default. If out-of-sample indices are to be generated, set invert = TRUE.
• Got rid of a CRAN check notes about LazyData.
• Changed to better way of updating/generating the package.

splitTools 0.3.1 (2020-10-13)

New Functionality

• create_folds and partition have received a shuffle option to shuffle rows within folds/partitions. The default is FALSE.

splitTools 0.3.0 (2020-09-19)

Breaking change for tiny data sets

• create_folds and partition cannot return empty folds/partitions anymore. This impacts only extremely small data sets.

Other

• Unit tests have been added.

splitTools 0.2.1 (2020-04-18)

New Functionality

• create_timefolds now allows also moving windows training data, not just extending windows data.

Other

Reduced minimally required R version from 3.5 to 3.1.

splitTools 0.2.0 (2020-02-16)

New Functionality

• Added type = "blocked" to create_folds and partition to allow for blocked splitting.

• Added function create_timefolds for cross-validation of time series data.

Other

Added vignette

splitTools 0.1.0 (2020-01-23)

This is the initial CRAN release.