SPARRAfairness package - RDocumentation

SPARRAfairness: an R package implementing functions for assessing differential behaviour of the SPARRA score in demographic groups.

To download and install this package, use

install.packages("SPARRAfairness")
library(SPARRAfairness)

For examples demonstrating use of this package, see vignette SPARRAfairness_vignette.

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Version

Install

install.packages('SPARRAfairness')

Monthly Downloads

168

Version

0.1.0.0

License

GPL (>= 3)

Maintainer

James Liley

Last Published

April 9th, 2025

Functions in SPARRAfairness (0.1.0.0)

integral() Quick form for trapezoidal integration over range of x

adjusted_fdr

ab() Shorthand to draw a red x-y line

Plot function for class sparraROC

getroc() Comprehensive plotting function for receiver-operator characteristic curve. Also calculates AUROC and standard error.

roc_2panel

roc_2panel Draws a ROC curve (with legend) with a second panel underneath showing sensitivity difference.

all_data

All data for fairness measures

build_diff

build_diff Prepares a data frame for a ggplot object to compare differences using linear interpolation.

prc_2panel

prc_2panel Draws a PRC curve (with legend) with a second panel underneath showing precision difference.

cal_2panel

cal_2panel Draws calibration curves (with legend) with a second panel underneath showing predicted differences.

plot.sparraPRC

Plot function for class above

plot.sparraCAL

Plot function for class sparraCAL

groupmetric_2panel Draws plots of a group fairness metric with a second panel underneath

decomposition_matrix

Decomposition matrix