handwriterRF: Handwriting Analysis with Random Forests (original) (raw)
Perform forensic handwriting analysis of two scanned handwritten documents. This package implements the statistical method described by Madeline Johnson and Danica Ommen (2021) <doi:10.1002/sam.11566>. Similarity measures and a random forest produce a score-based likelihood ratio that quantifies the strength of the evidence in favor of the documents being written by the same writer or different writers.
| Version: | 1.1.1 |
|---|---|
| Depends: | R (≥ 3.5.0) |
| Imports: | dplyr, handwriter (≥ 3.2.4), lifecycle, magrittr, purrr, ranger, reshape2, stringr, tidyr, tidyselect |
| Suggests: | ggplot2, knitr, rmarkdown, testthat (≥ 3.0.0), tibble |
| Published: | 2025-01-29 |
| DOI: | 10.32614/CRAN.package.handwriterRF |
| Author: | Iowa State University of Science and Technology on behalf of its Center for Statistics and Applications in Forensic Evidence [aut, cph, fnd], Stephanie Reinders [aut, cre] |
| Maintainer: | Stephanie Reinders <reinders.stephanie at gmail.com> |
| BugReports: | https://github.com/CSAFE-ISU/handwriterRF/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/CSAFE-ISU/handwriterRF |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | handwriterRF results |
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