SPARRAfairness package - RDocumentation

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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

0.0.0.1

License

GPL (>= 3)

Maintainer

James Liley

Last Published

April 20th, 2023

Functions in SPARRAfairness (0.0.0.1)

group_fairness

getroc

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

getprc

getprc()

groupmetric_2panel

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

integral

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

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

plot.sparraCAL

Plot function for class sparraCAL

logistic

Logistic

prc_2panel

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

sim_pop_data

plot.sparraROC

Plot function for class sparraROC

plot.sparraPRC

Plot function for class above

plot_decomp

adjusted_fdr

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

all_data

All data for fairness measures

dat2mat

cal_2panel

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