Package: symptomcheckR 0.1.3

symptomcheckR: Analyzing and Visualizing Symptom Checker Performance

Easily analyze and visualize the performance of symptom checkers. This package can be used to gain comprehensive insights into the performance of single symptom checkers or the performance of multiple symptom checkers. It can be used to easily compare these symptom checkers across several metrics to gain an understanding of their strengths and weaknesses. The metrics are developed in Kopka et al. (2023) <doi:10.1177/20552076231194929>.

Authors:Marvin Kopka [cre, aut], Malte L. Schmieding [aut], Markus A. Feufel [aut]

symptomcheckR_0.1.3.tar.gz
symptomcheckR_0.1.3.zip(r-4.7-any)symptomcheckR_0.1.3.zip(r-4.6-any)symptomcheckR_0.1.3.zip(r-4.5-any)
symptomcheckR_0.1.3.tgz(r-4.6-any)symptomcheckR_0.1.3.tgz(r-4.5-any)
symptomcheckR_0.1.3.tar.gz(r-4.7-any)symptomcheckR_0.1.3.tar.gz(r-4.6-any)
symptomcheckR_0.1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
symptomcheckR/json (API)

# Install 'symptomcheckR' in R:

install.packages('symptomcheckR', repos = c('https://ma-kopka.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/ma-kopka/symptomcheckr/issues

Datasets:

symptomcheckRdata - Data on the performance of different symptom checkers

On CRAN:

2.70 score 1 stars 1 scripts 220 downloads 17 exports 78 dependencies

Last updated from:d28bfbd95e. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel	OK	162
source / vignettes	OK	181
linux-release	OK	145
macos-release	OK	219
macos-oldrel	OK	204
windows-devel	OK	95
windows-release	OK	93
windows-oldrel	OK	103
wasm-release	OK	108

Exports:get_accuracy get_accuracy_by_triage get_ccs get_ccs_by_triage get_comprehensiveness get_inclination_to_overtriage get_irr get_item_difficulty get_safety_of_advice plot_accuracy plot_accuracy_by_triage plot_ccs plot_comprehensiveness plot_inclination_to_overtriage plot_performance_multiple plot_performance_single plot_safety_of_advice

Dependencies:abind backports boot broom car carData cli colorspace corrplot cowplot cpp11 Deriv doBy dplyr farver forecast Formula fracdiff generics ggplot2 ggpubr ggrepel ggsci ggsignif glue gridExtra gtable irr isoband labeling lattice lifecycle lme4 lmtest lpSolve magrittr MASS Matrix MatrixModels mgcv minqa modelr nlme nloptr nnet numDeriv pbkrtest pillar pkgconfig polynom purrr quantreg R6 rbibutils RColorBrewer Rcpp RcppArmadillo RcppEigen Rdpack reformulas rlang rstatix S7 scales SparseM stringi stringr survival tibble tidyr tidyselect timeDate urca utf8 vctrs viridisLite withr zoo

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
get_accuracy	get_accuracy
get_accuracy_by_triage	get_accuracy_by_triage
get_ccs	get_ccs
get_ccs_by_triage	get_ccs_by_triage
get_comprehensiveness	get_comprehensiveness
get_inclination_to_overtriage	get_inclination_to_overtriage
get_irr	get_irr
get_item_difficulty	get_item_difficulty
get_safety_of_advice	get_safety_of_advice
plot_accuracy	plot_accuracy
plot_accuracy_by_triage	plot_accuracy_by_triage
plot_ccs	plot_ccs
plot_comprehensiveness	plot_comprehensiveness
plot_inclination_to_overtriage	plot_inclination_to_overtriage
plot_performance_multiple	plot_performance_multiple
plot_performance_single	plot_performance_single
plot_safety_of_advice	plot_safety_of_advice
Data on the performance of different symptom checkers	symptomcheckRdata