rsample v0.0.4
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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 | |
| apparent | Sampling for the Apparent Error Rate | |
| nested_cv | Nested or Double Resampling | |
| tidy.rsplit | Tidy Resampling Object | |
| two_class_dat | Two Class Data | |
| group_vfold_cv | Group V-Fold Cross-Validation | |
| initial_split | Simple Training/Test Set Splitting | |
| loo_cv | Leave-One-Out Cross-Validation | |
| make_strata | Create or Modify Stratification Variables | |
| complement | Determine the Assessment Samples | |
| drinks | Sample Time Series Data | |
| attrition | Job Attrition | |
| bootstraps | Bootstrap Sampling | |
| labels.rset | Find Labels from rset Object | |
| labels.rsplit | Find Labels from rsplit Object | |
| populate | Add Assessment Indicies | |
| pretty.vfold_cv | Short Decriptions of rsets | |
| vfold_cv | V-Fold Cross-Validation | |
| form_pred | Extract Predictor Names from Formula or Terms | |
| gather.rset | Gather an rset Object | |
| reexports | Objects exported from other packages | |
| rolling_origin | Rolling Origin Forecast Resampling | |
| rsample | rsample: General Resampling Infrastructure for R | |
| rsample2caret | Convert Resampling Objects to Other Formats | |
| as.data.frame.rsplit | Convert an rsplit object to a data frame | |
| mc_cv | Monte Carlo Cross-Validation | |
| No Results! | ||
Vignettes of rsample
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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 | 2019-01-07 01:49:42 UTC; max |
| Repository | CRAN |
| Date/Publication | 2019-01-07 17:00:07 UTC |
| suggests | AmesHousing , broom , ggplot2 , knitr , recipes (>= 0.1.4) , rmarkdown , testthat |
| imports | dplyr , generics , methods , purrr , rlang , tibble (>= 2.0.0) |
| depends | R (>= 3.1) , tidyr |
| Contributors | RStudio, Hadley Wickham |
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