rsample v0.0.8

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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
attrition Job Attrition
group_vfold_cv Group V-Fold Cross-Validation
form_pred Extract Predictor Names from Formula or Terms
add_resample_id Augment a data set with resampling identifiers
bootstraps Bootstrap Sampling
drinks Sample Time Series Data
gather.rset Gather an rset Object
as.data.frame.rsplit Convert an rsplit object to a data frame
apparent Sampling for the Apparent Error Rate
complement Determine the Assessment Samples
loo_cv Leave-One-Out Cross-Validation
mc_cv Monte Carlo Cross-Validation
nested_cv Nested or Double Resampling
int_pctl Bootstrap confidence intervals
initial_split Simple Training/Test Set Splitting
rsample-dplyr Compatibility with dplyr
rolling_origin Rolling Origin Forecast Resampling
new_rset Constructor for new rset objects
populate Add Assessment Indices
manual_rset Manual resampling
make_strata Create or Modify Stratification Variables
two_class_dat Two Class Data
pretty.vfold_cv Short Descriptions of rsets
labels.rset Find Labels from rset Object
labels.rsplit Find Labels from rsplit Object
make_splits Constructor for split objects
reexports Objects exported from other packages
slide-resampling Time-based Resampling
rsample rsample: General Resampling Infrastructure for R
rsample2caret Convert Resampling Objects to Other Formats
vfold_cv V-Fold Cross-Validation
tidy.rsplit Tidy Resampling Object
validation_split Create a Validation Set
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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
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Details

URL https://rsample.tidymodels.org, https://github.com/tidymodels/rsample
BugReports https://github.com/tidymodels/rsample/issues
License GPL-2
Encoding UTF-8
VignetteBuilder knitr
LazyData true
RoxygenNote 7.1.1.9000
NeedsCompilation no
Packaged 2020-09-23 16:08:48 UTC; max
Repository CRAN
Date/Publication 2020-09-23 17:20:03 UTC

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