splitTools: Tools for Data Splitting

Fast, lightweight toolkit for data splitting. Data sets can be partitioned into disjoint groups (e.g. into training, validation, and test) or into (repeated) k-folds for subsequent cross-validation. Besides basic splits, the package supports stratified, grouped as well as blocked splitting. Furthermore, cross-validation folds for time series data can be created. See e.g. Hastie et al. (2001) <doi:10.1007/978-0-387-84858-7> for the basic background on data partitioning and cross-validation.

Package details

AuthorMichael Mayer [aut, cre]
MaintainerMichael Mayer <mayermichael79@gmail.com>
LicenseGPL (>= 2)
URL https://github.com/mayer79/splitTools
Package repositoryView on CRAN
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splitTools documentation built on June 7, 2023, 6:25 p.m.