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SPlit (version 1.2)

Split a Dataset for Training and Testing

Description

Procedure to optimally split a dataset for training and testing. 'SPlit' is based on the method of support points, which is independent of modeling methods. Please see Joseph and Vakayil (2021) for details. This work is supported by U.S. National Science Foundation grant DMREF-1921873.

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Version

Install

install.packages('SPlit')

Monthly Downloads

250

Version

1.2

License

GPL (>= 2)

Maintainer

Akhil Vakayil

Last Published

March 22nd, 2022

Functions in SPlit (1.2)

splitratio

Optimal splitting ratio
subsample

Nearest neighbor subsampling
SPlit

Split a dataset for training and testing
SPlit-package

SPlit