Estimate cutpoints that optimize a specified metric in binary classification tasks and validate performance using bootstrapping. Some methods for more robust cutpoint estimation and various plotting functions are included.
| Version: | 1.0.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | gridExtra (≥ 2.2.1), foreach (≥ 1.4.3), dplyr (≥ 0.8.0), tidyr (≥ 1.0.0), purrr (≥ 0.3.0), tibble (≥ 2.1.1), ggplot2 (≥ 2.2.0), Rcpp (≥ 0.12.12), stats, utils, rlang (≥ 0.4.0) |
| LinkingTo: | Rcpp |
| Suggests: | KernSmooth (≥ 2.23-15), fANCOVA (≥ 0.5-1), testthat (≥ 1.0.2), doRNG (≥ 1.6), doParallel (≥ 1.0.11), knitr, rmarkdown, mgcv (≥ 1.8), crayon (≥ 1.3.4) |
| Published: | 2019-09-17 |
| Author: | Christian Thiele [aut, cre] |
| Maintainer: | Christian Thiele <c.thiele at gmx-topmail.de> |
| BugReports: | https://github.com/thie1e/cutpointr/issues |
| License: | GPL-3 |
| URL: | https://github.com/thie1e/cutpointr |
| NeedsCompilation: | yes |
| Materials: | NEWS |
| CRAN checks: | cutpointr results |
| Reference manual: | cutpointr.pdf |
| Vignettes: |
cutpointr |
| Package source: | cutpointr_1.0.0.tar.gz |
| Windows binaries: | r-devel: cutpointr_1.0.0.zip, r-devel-gcc8: cutpointr_1.0.0.zip, r-release: cutpointr_1.0.0.zip, r-oldrel: cutpointr_1.0.0.zip |
| OS X binaries: | r-release: cutpointr_1.0.0.tgz, r-oldrel: cutpointr_1.0.0.tgz |
| Old sources: | cutpointr archive |
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