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handwriterRF: Handwriting Analysis with Random Forests

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

Documentation:

Reference manual:handwriterRF.html ,handwriterRF.pdf
Vignettes:an-introduction-to-the-slr-model (source,R code)
training-slr-model (source,R code)

Downloads:

Package source: handwriterRF_1.1.1.tar.gz
Windows binaries: r-devel:handwriterRF_1.1.1.zip, r-release:handwriterRF_1.1.1.zip, r-oldrel:handwriterRF_1.1.1.zip
macOS binaries: r-release (arm64):handwriterRF_1.1.1.tgz, r-oldrel (arm64):handwriterRF_1.1.1.tgz, r-release (x86_64):handwriterRF_1.1.1.tgz, r-oldrel (x86_64):handwriterRF_1.1.1.tgz
Old sources: handwriterRF archive

Reverse dependencies:

Reverse imports:handwriterApp

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=handwriterRFto link to this page.


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