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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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Install
install.packages('rsample')
Monthly Downloads
64,989
Version
0.0.1
License
GPL-2
Maintainer
Max Kuhn
Last Published
July 8th, 2017
Functions in rsample (0.0.1)
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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