Package: handwriterRF 1.0.2.9000
Stephanie Reinders
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.
Authors:
handwriterRF_1.0.2.9000.tar.gz
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handwriterRF.pdf |handwriterRF.html✨
handwriterRF/json (API)
NEWS
| # Install 'handwriterRF' in R: |
| install.packages('handwriterRF', repos = c('https://csafe-isu.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/csafe-isu/handwriterrf/issues
- cfc - Cluster Fill Counts for 1200 CSAFE Handwriting Database Samples
- cfr - Cluster Fill Rates for 1200 CSAFE Handwriting Database Samples
- random_forest - A 'ranger' Random Forest, Distances, and Similarity Scores
- templateK40 - Cluster Template with 40 Clusters
Last updated 17 days agofrom:b543658113. Checks:OK: 5 ERROR: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 06 2024 |
| R-4.5-win | OK | Nov 06 2024 |
| R-4.5-linux | OK | Nov 06 2024 |
| R-4.4-win | OK | Nov 06 2024 |
| R-4.4-mac | OK | Nov 06 2024 |
| R-4.3-win | ERROR | Nov 06 2024 |
| R-4.3-mac | ERROR | Nov 06 2024 |
Exports:%>%calculate_percent_rankcalculate_score_with_clusterscalculate_slrcalculate_slr_with_clustersget_cluster_fill_ratesget_csafe_train_setget_distancesinterpret_slrplot_histogramstrain_rf
Dependencies:abindbackportsbootbroomcarcarDataclicodacodetoolscolorspacecorrplotcowplotcpp11curlDerivdoBydoParalleldplyrfansifarverforeachFormulagenericsggplot2ggpubrggrepelggsciggsignifgluegridExtragtablehandwriterigraphisobanditeratorslabelinglatticelifecyclelme4lpSolvemagickmagrittrMASSMatrixMatrixModelsmc2dmgcvmicrobenchmarkminqamodelrmunsellmvtnormnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigplyrpngpolynompurrrquantregR6rangerRColorBrewerRcppRcppArmadilloRcppEigenRcppGSLRcppParallelRcppZigguratreshape2RfastrjagsrlangrstatixscalesSparseMstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Calculate Percent Ranks | calculate_percent_rank |
| Calculate a Similarity Score from Cluster Assignments | calculate_score_with_clusters |
| Calculate a Score-Based Likelihood Ratio | calculate_slr |
| Calculate a Score-Based Likelihood Ratio from Cluster Assignments | calculate_slr_with_clusters |
| Cluster Fill Counts for 1200 CSAFE Handwriting Database Samples | cfc |
| Cluster Fill Rates for 1200 CSAFE Handwriting Database Samples | cfr |
| Get Cluster Fill Rates | get_cluster_fill_rates |
| Get Training Set | get_csafe_train_set |
| Get Distances | get_distances |
| Interpret an SLR Value | interpret_slr |
| Plot Histograms | plot_histograms |
| A 'ranger' Random Forest, Distances, and Similarity Scores | random_forest |
| Cluster Template with 40 Clusters | templateK40 |
| Train a Random Forest | train_rf |
