subresample: Generate resampling subschemes

In emil: Evaluation of Modeling without Information Leakage

Description

A subscheme is a resampling scheme that only includes observations in the training set of a fold. This function automatically fetches the type and parameters of the prototype fold and use them to generate the subscheme.

Usage

subresample(fold, y)

Arguments

fold	A resampling scheme or fold to use to define the sub scheme(s).
y	The observations used to create the resampling scheme. See resample for details.

Value

A resampling scheme.

Author(s)

Christofer Bäcklin

See Also

emil, resample

Examples

cv <- resample("holdout", y=1:12, test_fraction=1/4, nfold=3)
inner.cv <- subresample(cv, y=1:12)

emil documentation built on Aug. 1, 2018, 1:03 a.m.