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rsample (version 0.0.1)

General Resampling Infrastructure

Description

Classes and functions to create and summarize different types of resampling objects (e.g. bootstrap, cross-validation).

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Version

Install

install.packages('rsample')

Monthly Downloads

52,430

Version

0.0.1

License

GPL-2

Maintainer

Max Kuhn

Last Published

July 8th, 2017

Functions in rsample (0.0.1)

loo_cv

Leave-One-Out Cross-Validation
make_strata

Create or Modify Stratification Variables
apparent

Sampling for the Apparent Error Rate
as.data.frame.rsplit

Convert an rsplit object to a data frame
complement

Determine the Assessment Samples
fill

Add Assessment Indicies
rolling_origin

Rolling Origin Forecast Resampling
rsample

rsample: General Resampling Infrastructure for R
attrition

Job Attrition
bootstraps

Bootstrap Sampling
tidy.rsplit

Tidy Resampling Object
vfold_cv

V-Fold Cross-Validation
mc_cv

Monte Carlo Cross-Validation
nested_cv

Nested or Double Resampling