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r-splittools

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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.

Installation

To install this package, run one of the following:

Conda
$conda install conda-forge::r-splittools

Usage Tracking

1.0.1
1.0.0
0.3.3
0.3.2
0.3.1
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Downloads (Last 6 months): 0

About

Summary

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.

Last Updated

Jun 6, 2023 at 18:01

License

GPL-2.0-or-later

Total Downloads

31.6K

Version Downloads

9.9K

Supported Platforms

noarch