rsample v0.0.5

0

Monthly downloads

0th

Percentile

General Resampling Infrastructure

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

Functions in rsample

Name Description
initial_split Simple Training/Test Set Splitting
make_strata Create or Modify Stratification Variables
rolling_origin Rolling Origin Forecast Resampling
reexports Objects exported from other packages
loo_cv Leave-One-Out Cross-Validation
two_class_dat Two Class Data
int_pctl Bootstrap confidence intervals
tidy.rsplit Tidy Resampling Object
group_vfold_cv Group V-Fold Cross-Validation
pretty.vfold_cv Short Decriptions of rsets
populate Add Assessment Indicies
nested_cv Nested or Double Resampling
vfold_cv V-Fold Cross-Validation
mc_cv Monte Carlo Cross-Validation
rsample rsample: General Resampling Infrastructure for R
labels.rset Find Labels from rset Object
labels.rsplit Find Labels from rsplit Object
rsample2caret Convert Resampling Objects to Other Formats
gather.rset Gather an rset Object
add_resample_id Augment a data set with resampling identifiers
apparent Sampling for the Apparent Error Rate
bootstraps Bootstrap Sampling
complement Determine the Assessment Samples
as.data.frame.rsplit Convert an rsplit object to a data frame
attrition Job Attrition
drinks Sample Time Series Data
form_pred Extract Predictor Names from Formula or Terms
No Results!

Vignettes of rsample

Name
Applications/Intervals.Rmd
Applications/Keras.Rmd
Applications/Nested_Resampling.Rmd
Applications/Recipes_and_rsample.Rmd
Applications/Survival_Analysis.Rmd
Applications/Time_Series.Rmd
Applications/diagram.png
Basics.Rmd
Working_with_rsets.Rmd
No Results!

Last month downloads

Details

URL https://tidymodels.github.io/rsample
BugReports https://github.com/tidymodels/rsample/issues
License GPL-2
Encoding UTF-8
VignetteBuilder knitr
LazyData true
RoxygenNote 6.1.1
NeedsCompilation no
Packaged 2019-07-12 21:46:43 UTC; max
Repository CRAN
Date/Publication 2019-07-12 22:20:11 UTC

Include our badge in your README

[![Rdoc](http://www.rdocumentation.org/badges/version/rsample)](http://www.rdocumentation.org/packages/rsample)