From d84aa7157212a9412265e8db87aa4ba5b115cff9 Mon Sep 17 00:00:00 2001 From: federicapicogna <128388440+federicapicogna@users.noreply.github.com> Date: Mon, 2 Dec 2024 15:22:17 +0100 Subject: [PATCH] Third Question Update (#204) * changes in the third question of the decision-making workflow * changed the third question of the workflow * Changes in the third question of the workflow * Update third and fourth question * Update of the third question * Update in the third question * Update in test * Update Letters * Grammar * Spacing * Commas and visualization * Spacing * Description of function * Order of function --- R/fairness_selection.R | 95 +++-- R/jfa-methods.R | 426 ++++++++++++----------- man/fairness_selection.Rd | 44 +-- man/figures/fairness-tree.pdf | Bin 172810 -> 196560 bytes man/figures/fairness-tree.png | Bin 214304 -> 243981 bytes tests/testthat/test-fairness-selection.R | 2 +- vignettes/articles/fairness-tree.png | Bin 214304 -> 243981 bytes vignettes/articles/model-fairness.Rmd | 96 ++++- vignettes/articles/references.bib | 27 ++ 9 files changed, 388 insertions(+), 302 deletions(-) diff --git a/R/fairness_selection.R b/R/fairness_selection.R index fef9f355..273d695a 100644 --- a/R/fairness_selection.R +++ b/R/fairness_selection.R @@ -49,38 +49,26 @@ #' second question of the decision-making workflow and can respond #' interactively by selecting the numerical value corresponding to their #' desired answer. Possible options are \code{NULL} (default), \code{1} (to -#' indicate 'Correct Classification'), \code{2} (to indicate 'Incorrect -#' Classification'), or \code{3} (to indicate 'Correct and Incorrect -#' Classification'). +#' indicate 'Correct classification'), \code{2} (to indicate 'Incorrect +#' classification'), or \code{3} (to indicate 'Correct and incorrect +#' classification'). #' @param q3 a character indicating the answer to the third question of the -#' decision-making workflow ('Can the negative class be considered as -#' everything not positive or is it well defined?'). If \code{NULL} (the -#' default) the user is presented with the third question of the -#' decision-making workflow and can respond interactively by selecting the -#' numerical value corresponding to their desired answer. Possible options -#' are \code{NULL} (default), \code{1} (to indicate 'Everything not -#' positive'), or \code{2} (to indicate 'Well-defined'). To understand the -#' concept of a negative class defined as Everything Not Positive, consider -#' the example of evaluating customer satisfaction for a service, where -#' customers can either be satisfied or dissatisfied. Dissatisfaction, -#' however, can stem from various reasons (such as 'not satisfied due to -#' shipping delays', 'not satisfied because the product or its features are -#' malfunctioning', or 'not satisfied due to unhelpful customer service'). -#' Despite the different reasons, they all fall under the category of 'not -#' satisfied' and can be grouped together without further distinction. On the -#' other hand, to understand the concept of a negative class as Well Defined, -#' consider the example of classifying bank transactions as either fraudulent -#' or legitimate. In this case, the negative class simply refers to all -#' fraudulent transactions, without needing to analyze why a transaction is -#' considered non-legitimate (i.e. fraudulent). +#' decision-making workflow ('What is more important: a correct classification +#' of the positive class, a correct classification of the negative class, or both?'). +#' If \code{NULL} (the default) the user is presented with the third +#' question of the decision-making workflow and can respond interactively by +#' selecting the numerical value corresponding to their desired answer. +#' Possible options are \code{NULL} (default), \code{1} (to indicate +#' 'Correct classificvation of the positive class'), \code{2} (to indicate +#' 'Correct classificvation of the negative class') or \code{3} (to indicate +#' 'Both a correct classification of the positive and of the negative class'). #' @param q4 a character indicating the answer to the fourth question of the #' decision-making workflow ('What are the errors with the highest cost?'). #' If \code{NULL} (the default) the user is presented with the fourth #' question of the decision-making workflow and can respond interactively by #' selecting the numerical value corresponding to their desired answer. #' Possible options are \code{NULL} (default), \code{1} (to indicate 'False -#' Positive'), \code{2} (to indicate 'False Negative'), or \code{3} (to -#' indicate 'No preference'). +#' Positive') or \code{2} (to indicate 'False Negative'). #' #' @details Several fairness measures can be used to assess the fairness of #' AI-predicted classifications. These include: @@ -119,7 +107,7 @@ #' #' @return An object of class \code{jfaFairnessSelection} containing: #' -#' \item{measure}{The abbreviation of the selected fairness measure.} +#' \item{measure}{The abbreviation for the selected fairness measure's name.} #' \item{name}{The name of the selected fairness measure.} #' #' @author Federica Picogna, \email{f.picogna@nyenrode.nl} @@ -148,8 +136,8 @@ #' @keywords algorithm audit bias fairness workflow #' #' @examples -#' # Workflow leading to accuracy parity -#' fairness_selection(q1 = 1, q2 = 1, q3 = 2, q4 = 3) +#' # Workflow leading to predictive rate parity +#' fairness_selection(q1 = 1, q2 = 1, q3 = 1, q4 = 1) #' @export fairness_selection <- function(q1 = NULL, @@ -167,35 +155,27 @@ fairness_selection <- function(q1 = NULL, q1_name <- "Yes" if (is.null(q2)) { stopifnot("Function must be run in an interactive environment" = interactive()) - q2 <- utils::menu(choices = c("Correct Classification", "Incorrect Classification", "Correct and Incorrect Classification"), title = "(q2) In what type of classification are you interested?") + q2 <- utils::menu(choices = c("Correct classification", "Incorrect classification", "Correct and incorrect classification"), title = "(q2) In what type of classification are you interested?") } else { - stopifnot("Invalid input: The value of `q2` must be 1 (to indicate 'Correct Classification'), 2 (to indicate 'Incorrect Classification') or 3 (to indicate 'Correct and Incorrect Classification')" = q2 %in% c(1, 2, 3)) + stopifnot("Invalid input: The value of `q2` must be 1 (to indicate 'Correct classification'), 2 (to indicate 'Incorrect classification') or 3 (to indicate 'Correct and incorrect classification')" = q2 %in% c(1, 2, 3)) } if (q2 == 1) { - q2_name <- "Correct Classification" + q2_name <- "Correct classification" if (is.null(q3)) { stopifnot("Function must be run in an interactive environment" = interactive()) - q3 <- utils::menu(choices = c("Everything not positive", "Well-defined"), title = "(q3) Can the negative class be considered as everything not positive or is it well-defined?") + q3 <- utils::menu(choices = c("Correct classification of the positive class", "Correct classification of the negative class", "Both a correct classification of the positive and of the negative class"), title = "(q3) What is more important: a correct classification of the positive class, a correct classification of the negative class, or both?") } else { - stopifnot("Invalid input: The value of `q3` must be 1 (to indicate 'Everything not positive') or 2 (to indicate 'Well-defined')" = q3 %in% c(1, 2)) + stopifnot("Invalid input: The value of `q3` must be 1 (to indicate 'Correct classification of the positive class'), 2 (to indicate 'Correct classification of the negative class') or 3 (to indicate 'Both a correct classification of the positive and of the negative class)" = q3 %in% c(1, 2, 3)) } - if (is.null(q4)) { - if (q3 == 1) { + if (q3 == 1) { + q3_name <- "Correct classification of the positive class" + if (is.null(q4)) { choices <- c("False Positive", "False Negative") + stopifnot("Function must be run in an interactive environment" = interactive()) + q4 <- utils::menu(choices = choices, title = "(q4) What are the errors with the highest cost?") } else { - choices <- c("False Positive", "False Negative", "No preference") - } - stopifnot("Function must be run in an interactive environment" = interactive()) - q4 <- utils::menu(choices = choices, title = "(q4) What are the errors with the highest cost?") - } else { - if (q3 == 1) { stopifnot("Invalid input: The value of `q4` must be 1 (to indicate 'False Positive') or 2 (to indicate 'False Negative')" = q4 %in% c(1, 2)) - } else { - stopifnot("Invalid input: The value of `q4` must be 1 (to indicate 'False Positive'), 2 (to indicate 'False Negative'), or 3 (to indicate 'No preference')" = q4 %in% c(1, 2, 3)) } - } - if (q3 == 1) { - q3_name <- "Everything Not Positive" if (q4 == 1) { name <- "Predictive Rate Parity" measure <- "prp" @@ -206,23 +186,30 @@ fairness_selection <- function(q1 = NULL, q4_name <- "False Negative" } } else if (q3 == 2) { - q3_name <- "Well-Defined" + q3_name <- "Correct classification of the negative class" + if (is.null(q4)) { + choices <- c("False Positive", "False Negative") + stopifnot("Function must be run in an interactive environment" = interactive()) + q4 <- utils::menu(choices = choices, title = "(q4) What are the errors with the highest cost?") + } else { + stopifnot("Invalid input: The value of `q4` must be 1 (to indicate 'False Positive') or 2 (to indicate 'False Negative')" = q4 %in% c(1, 2)) + } if (q4 == 1) { name <- "Specificity Parity" measure <- "sp" q4_name <- "False Positive" - } else if (q4 == 2) { + } else { name <- "Negative Predictive Rate Parity" measure <- "npvp" q4_name <- "False Negative" - } else { - name <- "Accuracy Parity" - measure <- "ap" - q4_name <- "No Preference" } + } else if (q3 == 3) { + q3_name <- "Correct classification of the positive class and of the negative class" + name <- "Accuracy Parity" + measure <- "ap" } } else if (q2 == 2) { - q2_name <- "Incorrect Classification" + q2_name <- "Incorrect classification" if (is.null(q4)) { stopifnot("Function must be run in an interactive environment" = interactive()) q4 <- utils::menu(choices = c("False Positive", "False Negative"), title = "(q4) What are the errors with the highest cost?") @@ -241,7 +228,7 @@ fairness_selection <- function(q1 = NULL, } else if (q2 == 3) { name <- "Equalized Odds" measure <- "dp" - q2_name <- "Correct and Incorrect Classification" + q2_name <- "Correct and incorrect classification" } } else if (q1 == 2) { name <- "Disparate Impact" diff --git a/R/jfa-methods.R b/R/jfa-methods.R index 0f13e3a9..8423bd6a 100644 --- a/R/jfa-methods.R +++ b/R/jfa-methods.R @@ -1528,84 +1528,88 @@ plot.jfaFairnessSelection <- function(x, ...) { measure <- x$name if (measure == "Predictive Rate Parity") { rects <- data.frame( - xmin = c(-0.8, -6, 5.5, -11.4, -2.2, 5.5, -15.7, -6.4, -20, -10.5), - xmax = c(6.2, 0.2, 9.5, -4, 3.2, 9.5, -9.8, -0.8, -14.5, -5.8), - ymin = c(3, -4, -4, -8, -8, -8, -16, -16, -22, -22), - ymax = c(6, -1, -1, -12, -12, -12, -19, -19, -25, -25), - label = c("1. Is the ground \ntruth information on the true \nvalues of the classification relevant in your context?", "2. In what type of \nclassification are you \ninterested?", "Disparate Impact", "3. Can the negative class be \nconsidered as Everything \nNot Positive (ENP) or \nis it Well-Defined (WD)?", "4. What are the errors \nwith the highest cost?", "Equalized Odds", "4. What are the errors \nwith the highest cost?", "4. What are the errors \nwith the highest cost?", "Predictive Rate Parity", "Equal Opportunity"), - fill = c("white", "white", "lightgrey", "white", "lightgrey", "lightgrey", "white", "lightgrey", "white", "lightgrey"), - text_color = c("black", "black", "black", "black", "black", "black", "black", "black", "black", "black") + xmin = c(-0.8, -6, 5.5, -11.4, 1, 9.8, -18, -10, -2, -23, -13.5), + xmax = c(6.2, 0.2, 9.5, -4, 7, 13.8, -12, -4, 2, -17.5, -8), + ymin = c(3, -4, -4, -8, -8, -8, -16, -16, -16, -22, -22), + ymax = c(6, -1, -1, -12, -12, -12, -19, -19, -19, -25, -25), + label = c("1. Is the ground \ntruth information on the true \nvalues of the classification \nrelevant in your context?", "2. In what type of \nclassification are you \ninterested?", "Disparate Impact", "3. What is more important: \na correct classification of the positive class, \n a correct classification of the negative class, \nor both?", "4. What are the errors \nwith the highest cost?", "Equalized Odds", "4. What are the errors \nwith the highest cost?", "4. What are the errors \nwith the highest cost?", "Accuracy Parity", "Predictive Rate Parity", "Equal Opportunity"), + fill = c("white", "white", "lightgrey", "white", "lightgrey", "lightgrey", "white", "lightgrey", "lightgrey", "white", "lightgrey"), + text_color = c("black", "black", "black", "black", "black", "black", "black", "black", "black", "black", "black") ) plotWorkflow <- ggplot2::ggplot() + ggplot2::geom_rect(data = rects, ggplot2::aes(xmin = xmin, xmax = xmax, ymin = ymin, ymax = ymax, fill = fill), color = "black") + ggplot2::geom_text(data = rects, ggplot2::aes(x = (xmin + xmax) / 2, y = (ymin + ymax) / 2, label = label, color = text_color), size = 2.5) + ggplot2::scale_fill_identity() + ggplot2::scale_color_identity() + - ggplot2::xlim(-20, 13) + + ggplot2::xlim(-23, 20) + ggplot2::ylim(-28, 7) + ggplot2::theme_void() + - ggplot2::geom_segment(ggplot2::aes(x = -0.8, xend = -3.1, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -1.95, y = 1, label = "YES (1)"), color = "black", fill = "white", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = 6.2, xend = 7.5, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = 6.85, y = 1, label = "NO (2)"), color = "black", size = 3, fill = "lightgrey") + - ggplot2::geom_segment(ggplot2::aes(x = -6, xend = -7.7, y = -4.1, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + + ggplot2::geom_segment(ggplot2::aes(x = -0.8, xend = -3.1, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -1.95, y = 1, label = "YES (1)"), color = "black", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = 6.2, xend = 7.5, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = 6.85, y = 1, label = "NO (2)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -6, xend = -7.7, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + ggplot2::geom_label(ggplot2::aes(x = -6.85, y = -6, label = "CORRECT (1)"), color = "black", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -2.6, xend = 0.5, y = -4.1, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -1.05, y = -6, label = "INCORRECT (2)"), fill = "lightgray", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = 0.2, xend = 7.5, y = -4.1, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = 3.85, y = -6, label = "CORRECT AND INCORRECT (3)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -11.4, xend = -12.2, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -11.8, y = -14, label = "ENP (1)"), color = "black", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -4, xend = -4, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -4, y = -14, label = "WD (2)"), fill = "lightgray", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -15.7, xend = -17.25, y = -19, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -16.475, y = -20.5, label = "FP (1)"), color = "black", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -9.8, xend = -8.15, y = -19, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -8.975, y = -20.5, label = "FN (2)"), fill = "lightgray", size = 3) + ggplot2::geom_segment(ggplot2::aes(x = -2.6, xend = 3, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = 0.2, y = -6, label = "INCORRECT (2)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = 0.2, xend = 11.8, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = 6.6375, y = -6, label = "CORRECT AND INCORRECT (3)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -11.4, xend = -15, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -13.2, y = -14, label = "POSITIVE (1)"), color = "black", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -7.7, xend = -7.7, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -7.7, y = -14, label = "NEGATIVE (2)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -4, xend = 0, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -2, y = -14, label = "BOTH (3)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -18, xend = -20.25, y = -19, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -19.125, y = -20.5, label = "FP (1)"), color = "black", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -12, xend = -10.75, y = -19, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -11.375, y = -20.5, label = "FN (2)"), fill = "lightgray", size = 3) } else if (measure == "Equal Opportunity") { rects <- data.frame( - xmin = c(-0.8, -6, 5.5, -11.4, -2.2, 5.5, -15.7, -6.4, -20, -10.5), - xmax = c(6.2, 0.2, 9.5, -4, 3.2, 9.5, -9.8, -0.8, -14.5, -5.8), - ymin = c(3, -4, -4, -8, -8, -8, -16, -16, -22, -22), - ymax = c(6, -1, -1, -12, -12, -12, -19, -19, -25, -25), - label = c("1. Is the ground truth \ninformation on the true values \nof the classification relevant \nin your context?", "2. In what type of \nclassification are you \ninterested?", "Disparate Impact", "3. Can the negative class be \nconsidered as Everything \nNot Positive (ENP) or \nis it Well-Defined (WD)?", "4. What are the errors \nwith the highest cost?", "Equalized Odds", "4. What are the errors \nwith the highest cost?", "4. What are the errors \nwith the highest cost?", "Predictive Rate Parity", "Equal Opportunity"), - fill = c("white", "white", "lightgrey", "white", "lightgrey", "lightgrey", "white", "lightgrey", "lightgrey", "white"), - text_color = c("black", "black", "black", "black", "black", "black", "black", "black", "black", "black") + xmin = c(-0.8, -6, 5.5, -11.4, 1, 9.8, -18, -10, -2, -23, -13.5), + xmax = c(6.2, 0.2, 9.5, -4, 7, 13.8, -12, -4, 2, -17.5, -8), + ymin = c(3, -4, -4, -8, -8, -8, -16, -16, -16, -22, -22), + ymax = c(6, -1, -1, -12, -12, -12, -19, -19, -19, -25, -25), + label = c("1. Is the ground \ntruth information on the true \nvalues of the classification \nrelevant in your context?", "2. In what type of \nclassification are you \ninterested?", "Disparate Impact", "3. What is more important: \na correct classification of the positive class, \n a correct classification of the negative class, \nor both?", "4. What are the errors \nwith the highest cost?", "Equalized Odds", "4. What are the errors \nwith the highest cost?", "4. What are the errors \nwith the highest cost?", "Accuracy Parity", "Predictive Rate Parity", "Equal Opportunity"), + fill = c("white", "white", "lightgrey", "white", "lightgrey", "lightgrey", "white", "lightgrey", "lightgrey", "lightgrey", "white"), + text_color = c("black", "black", "black", "black", "black", "black", "black", "black", "black", "black", "black") ) plotWorkflow <- ggplot2::ggplot() + ggplot2::geom_rect(data = rects, ggplot2::aes(xmin = xmin, xmax = xmax, ymin = ymin, ymax = ymax, fill = fill), color = "black") + ggplot2::geom_text(data = rects, ggplot2::aes(x = (xmin + xmax) / 2, y = (ymin + ymax) / 2, label = label, color = text_color), size = 2.5) + ggplot2::scale_fill_identity() + ggplot2::scale_color_identity() + - ggplot2::xlim(-20, 13) + + ggplot2::xlim(-23, 20) + ggplot2::ylim(-28, 7) + ggplot2::theme_void() + - ggplot2::geom_segment(ggplot2::aes(x = -0.8, xend = -3.1, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -1.95, y = 1, label = "YES (1)"), color = "black", fill = "white", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = 6.2, xend = 7.5, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = 6.85, y = 1, label = "NO (2)"), color = "black", size = 3, fill = "lightgrey") + - ggplot2::geom_segment(ggplot2::aes(x = -6, xend = -7.7, y = -4.1, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + + ggplot2::geom_segment(ggplot2::aes(x = -0.8, xend = -3.1, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -1.95, y = 1, label = "YES (1)"), color = "black", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = 6.2, xend = 7.5, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = 6.85, y = 1, label = "NO (2)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -6, xend = -7.7, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + ggplot2::geom_label(ggplot2::aes(x = -6.85, y = -6, label = "CORRECT (1)"), color = "black", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -2.6, xend = 0.5, y = -4.1, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -1.05, y = -6, label = "INCORRECT (2)"), fill = "lightgray", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = 0.2, xend = 7.5, y = -4.1, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = 3.85, y = -6, label = "CORRECT AND INCORRECT (3)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -11.4, xend = -12.2, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -11.8, y = -14, label = "ENP (1)"), color = "black", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -4, xend = -4, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -4, y = -14, label = "WD (2)"), fill = "lightgray", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -15.7, xend = -17.25, y = -19, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -16.475, y = -20.5, label = "FP (1)"), fill = "lightgray", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -9.8, xend = -8.15, y = -19, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -8.975, y = -20.5, label = "FN (2)"), fill = "white", size = 3) + ggplot2::geom_segment(ggplot2::aes(x = -2.6, xend = 3, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = 0.2, y = -6, label = "INCORRECT (2)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = 0.2, xend = 11.8, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = 6.6375, y = -6, label = "CORRECT AND INCORRECT (3)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -11.4, xend = -15, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -13.2, y = -14, label = "POSITIVE (1)"), color = "black", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -7.7, xend = -7.7, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -7.7, y = -14, label = "NEGATIVE (2)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -4, xend = 0, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -2, y = -14, label = "BOTH (3)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -18, xend = -20.25, y = -19, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -19.125, y = -20.5, label = "FP (1)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -12, xend = -10.75, y = -19, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -11.375, y = -20.5, label = "FN (2)"), color = "black", size = 3) } else if (measure == "Specificity Parity") { rects <- data.frame( - xmin = c(-0.8, -6, 5.5, -11.4, -2.2, 5.5, -15.7, -6.4, -12, -5.3, 2), - xmax = c(6.2, 0.2, 9.5, -4, 3.2, 9.5, -9.8, -0.8, -8, -0.7, 6), - ymin = c(3, -4, -4, -8, -8, -8, -16, -16, -22, -22, -22), - ymax = c(6, -1, -1, -12, -12, -12, -19, -19, -25, -25, -25), - label = c("1. Is the ground truth \ninformation on the true values \nof the classification relevant \nin your context?", "2. In what type of \nclassification are you \ninterested?", "Disparate Impact", "3. Can the negative class be \nconsidered as Everything \nNot Positive (ENP) or \nis it Well-Defined (WD)?", "4. What are the errors \nwith the highest cost?", "Equalized Odds", "4. What are the errors \nwith the highest cost?", "4. What are the errors \nwith the highest cost?", "Specificity Parity", "Negative Predictive \nRate Parity", "Accuracy Parity"), - fill = c("white", "white", "lightgrey", "white", "lightgrey", "lightgrey", "lightgrey", "white", "white", "lightgrey", "lightgrey"), + xmin = c(-0.8, -6, 5.5, -11.4, 1, 9.8, -18, -10, -2, -13, -5.6), + xmax = c(6.2, 0.2, 9.5, -4, 7, 13.8, -12, -4, 2, -8.4, -1.2), + ymin = c(3, -4, -4, -8, -8, -8, -16, -16, -16, -22, -22), + ymax = c(6, -1, -1, -12, -12, -12, -19, -19, -19, -25, -25), + label = c("1. Is the ground \ntruth information on the true \nvalues of the classification \nrelevant in your context?", "2. In what type of \nclassification are you \ninterested?", "Disparate Impact", "3. What is more important: \na correct classification of the positive class, \n a correct classification of the negative class, \nor both?", "4. What are the errors \nwith the highest cost?", "Equalized Odds", "4. What are the errors \nwith the highest cost?", "4. What are the errors \nwith the highest cost?", "Accuracy Parity", "Specificity Parity", "Negative Predictive\n Rate Parity"), + fill = c("white", "white", "lightgrey", "white", "lightgrey", "lightgrey", "lightgrey", "white", "lightgrey", "white", "lightgrey"), text_color = c("black", "black", "black", "black", "black", "black", "black", "black", "black", "black", "black") ) plotWorkflow <- ggplot2::ggplot() + @@ -1613,37 +1617,37 @@ plot.jfaFairnessSelection <- function(x, ...) { ggplot2::geom_text(data = rects, ggplot2::aes(x = (xmin + xmax) / 2, y = (ymin + ymax) / 2, label = label, color = text_color), size = 2.5) + ggplot2::scale_fill_identity() + ggplot2::scale_color_identity() + - ggplot2::xlim(-20, 13) + + ggplot2::xlim(-23, 20) + ggplot2::ylim(-28, 7) + ggplot2::theme_void() + - ggplot2::geom_segment(ggplot2::aes(x = -0.8, xend = -3.1, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + + ggplot2::geom_segment(ggplot2::aes(x = -0.8, xend = -3.1, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + ggplot2::geom_label(ggplot2::aes(x = -1.95, y = 1, label = "YES (1)"), color = "black", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = 6.2, xend = 7.5, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + + ggplot2::geom_segment(ggplot2::aes(x = 6.2, xend = 7.5, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + ggplot2::geom_label(ggplot2::aes(x = 6.85, y = 1, label = "NO (2)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -6, xend = -7.7, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + + ggplot2::geom_segment(ggplot2::aes(x = -6, xend = -7.7, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + ggplot2::geom_label(ggplot2::aes(x = -6.85, y = -6, label = "CORRECT (1)"), color = "black", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -2.6, xend = 0.5, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -1.05, y = -6, label = "INCORRECT (2)"), fill = "lightgray", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = 0.2, xend = 7.5, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = 3.85, y = -6, label = "CORRECT AND INCORRECT (3)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -11.4, xend = -12.6, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -12, y = -14, label = "ENP (1)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -4, xend = -4, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -4, y = -14, label = "WD (2)"), color = "black", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -6.4, xend = -10, y = -19, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -8.2, y = -20.5, label = "FP (1)"), color = "black", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -3.6, xend = -3.6, y = -19, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -3.6, y = -20.5, label = "FN (2)"), fill = "lightgray", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -0.8, xend = 4, y = -19, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = 1.6, y = -20.5, label = "NO PREFERENCE (3)"), fill = "lightgray", size = 3) + ggplot2::geom_segment(ggplot2::aes(x = -2.6, xend = 3, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = 0.2, y = -6, label = "INCORRECT (2)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = 0.2, xend = 11.8, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = 6.6375, y = -6, label = "CORRECT AND INCORRECT (3)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -11.4, xend = -15, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -13.2, y = -14, label = "POSITIVE (1)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -7.7, xend = -7.7, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -7.7, y = -14, label = "NEGATIVE (2)"), color = "black", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -4, xend = 0, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -2, y = -14, label = "BOTH (3)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -10, xend = -10.7, y = -19, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -10.35, y = -20.5, label = "FP (1)"), color = "black", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -4, xend = -3.4, y = -19, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -3.7, y = -20.5, label = "FN (2)"), fill = "lightgrey", size = 3) } else if (measure == "Negative Predictive Rate Parity") { rects <- data.frame( - xmin = c(-0.8, -6, 5.5, -11.4, -2.2, 5.5, -15.7, -6.4, -12, -5.3, 2), - xmax = c(6.2, 0.2, 9.5, -4, 3.2, 9.5, -9.8, -0.8, -8, -0.7, 6), - ymin = c(3, -4, -4, -8, -8, -8, -16, -16, -22, -22, -22), - ymax = c(6, -1, -1, -12, -12, -12, -19, -19, -25, -25, -25), - label = c("1. Is the ground truth \ninformation on the true values \nof the classification relevant \nin your context?", "2. In what type of \nclassification are you \ninterested?", "Disparate Impact", "3. Can the negative class be \nconsidered as Everything \nNot Positive (ENP) or \nis it Well-Defined (WD)?", "4. What are the errors \nwith the highest cost?", "Equalized Odds", "4. What are the errors \nwith the highest cost?", "4. What are the errors \nwith the highest cost?", "Specificity Parity", "Negative Predictive \nRate Parity", "Accuracy Parity"), - fill = c("white", "white", "lightgrey", "white", "lightgrey", "lightgrey", "lightgrey", "white", "lightgrey", "white", "lightgrey"), + xmin = c(-0.8, -6, 5.5, -11.4, 1, 9.8, -18, -10, -2, -13, -5.6), + xmax = c(6.2, 0.2, 9.5, -4, 7, 13.8, -12, -4, 2, -8.4, -1.2), + ymin = c(3, -4, -4, -8, -8, -8, -16, -16, -16, -22, -22), + ymax = c(6, -1, -1, -12, -12, -12, -19, -19, -19, -25, -25), + label = c("1. Is the ground \ntruth information on the true \nvalues of the classification \nrelevant in your context?", "2. In what type of \nclassification are you \ninterested?", "Disparate Impact", "3. What is more important: \na correct classification of the positive class, \n a correct classification of the negative class, \nor both?", "4. What are the errors \nwith the highest cost?", "Equalized Odds", "4. What are the errors \nwith the highest cost?", "4. What are the errors \nwith the highest cost?", "Accuracy Parity", "Specificity Parity", "Negative Predictive\n Rate Parity"), + fill = c("white", "white", "lightgrey", "white", "lightgrey", "lightgrey", "lightgrey", "white", "lightgrey", "lightgrey", "white"), text_color = c("black", "black", "black", "black", "black", "black", "black", "black", "black", "black", "black") ) plotWorkflow <- ggplot2::ggplot() + @@ -1651,148 +1655,148 @@ plot.jfaFairnessSelection <- function(x, ...) { ggplot2::geom_text(data = rects, ggplot2::aes(x = (xmin + xmax) / 2, y = (ymin + ymax) / 2, label = label, color = text_color), size = 2.5) + ggplot2::scale_fill_identity() + ggplot2::scale_color_identity() + - ggplot2::xlim(-20, 13) + + ggplot2::xlim(-23, 20) + ggplot2::ylim(-28, 7) + ggplot2::theme_void() + - ggplot2::geom_segment(ggplot2::aes(x = -0.8, xend = -3.1, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + + ggplot2::geom_segment(ggplot2::aes(x = -0.8, xend = -3.1, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + ggplot2::geom_label(ggplot2::aes(x = -1.95, y = 1, label = "YES (1)"), color = "black", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = 6.2, xend = 7.5, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + + ggplot2::geom_segment(ggplot2::aes(x = 6.2, xend = 7.5, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + ggplot2::geom_label(ggplot2::aes(x = 6.85, y = 1, label = "NO (2)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -6, xend = -7.7, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + + ggplot2::geom_segment(ggplot2::aes(x = -6, xend = -7.7, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + ggplot2::geom_label(ggplot2::aes(x = -6.85, y = -6, label = "CORRECT (1)"), color = "black", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -2.6, xend = 0.5, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -1.05, y = -6, label = "INCORRECT (2)"), fill = "lightgray", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = 0.2, xend = 7.5, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = 3.85, y = -6, label = "CORRECT AND INCORRECT (3)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -11.4, xend = -12.6, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -12, y = -14, label = "ENP (1)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -4, xend = -4, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -4, y = -14, label = "WD (2)"), color = "black", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -6.4, xend = -10, y = -19, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -8.2, y = -20.5, label = "FP (1)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -3.6, xend = -3.6, y = -19, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -3.6, y = -20.5, label = "FN (2)"), size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -0.8, xend = 4, y = -19, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = 1.6, y = -20.5, label = "NO PREFERENCE (3)"), fill = "lightgray", size = 3) + ggplot2::geom_segment(ggplot2::aes(x = -2.6, xend = 3, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = 0.2, y = -6, label = "INCORRECT (2)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = 0.2, xend = 11.8, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = 6.6375, y = -6, label = "CORRECT AND INCORRECT (3)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -11.4, xend = -15, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -13.2, y = -14, label = "POSITIVE (1)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -7.7, xend = -7.7, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -7.7, y = -14, label = "NEGATIVE (2)"), color = "black", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -4, xend = 0, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -2, y = -14, label = "BOTH (3)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -10, xend = -10.7, y = -19, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -10.35, y = -20.5, label = "FP (1)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -4, xend = -3.4, y = -19, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -3.7, y = -20.5, label = "FN (2)"), color = "black", size = 3) } else if (measure == "Accuracy Parity") { rects <- data.frame( - xmin = c(-0.8, -6, 5.5, -11.4, -2.2, 5.5, -15.7, -6.4, -12, -5.3, 2), - xmax = c(6.2, 0.2, 9.5, -4, 3.2, 9.5, -9.8, -0.8, -8, -0.7, 6), - ymin = c(3, -4, -4, -8, -8, -8, -16, -16, -22, -22, -22), - ymax = c(6, -1, -1, -12, -12, -12, -19, -19, -25, -25, -25), - label = c("1. Is the ground truth \ninformation on the true values \nof the classification relevant \nin your context?", "2. In what type of \nclassification are you \ninterested?", "Disparate Impact", "3. Can the negative class be \nconsidered as Everything \nNot Positive (ENP) or \nis it Well-Defined (WD)?", "4. What are the errors \nwith the highest cost?", "Equalized Odds", "4. What are the errors \nwith the highest cost?", "4. What are the errors \nwith the highest cost?", "Specificity Parity", "Negative Predictive \nRate Parity", "Accuracy Parity"), - fill = c("white", "white", "lightgrey", "white", "lightgrey", "lightgrey", "lightgrey", "white", "lightgrey", "lightgrey", "white"), - text_color = c("black", "black", "black", "black", "black", "black", "black", "black", "black", "black", "black") + xmin = c(0, -4.2, 5.5, -10, -2, 5.5, -15, -9, -2), + xmax = c(5.5, 0, 9, -4, 3, 9, -10, -4, 3), + ymin = c(3, -4, -4, -8, -8, -8, -16, -16, -16), + ymax = c(6, -1, -1, -12, -12, -12, -19, -19, -19), + label = c("1. Is the ground truth \ninformation on the true values \nof the classification relevant \nin your context?", "2. In what type of \nclassification are you \ninterested?", "Disparate Impact", "3. What is more important: \na correct classification of the positive class, \na correct classification of the negative class, \nor both?", "4. What are the errors \nwith the highest cost?", "Equalized Odds", "4. What are the errors \nwith the highest cost?", "4. What are the errors \nwith the highest cost?", "Accuracy Parity"), + fill = c("white", "white", "lightgrey", "white", "lightgrey", "lightgrey", "lightgrey", "lightgrey", "white"), + text_color = c("black", "black", "black", "black", "black", "black", "black", "black", "black") ) plotWorkflow <- ggplot2::ggplot() + ggplot2::geom_rect(data = rects, ggplot2::aes(xmin = xmin, xmax = xmax, ymin = ymin, ymax = ymax, fill = fill), color = "black") + ggplot2::geom_text(data = rects, ggplot2::aes(x = (xmin + xmax) / 2, y = (ymin + ymax) / 2, label = label, color = text_color), size = 2.5) + ggplot2::scale_fill_identity() + ggplot2::scale_color_identity() + - ggplot2::xlim(-20, 13) + - ggplot2::ylim(-28, 7) + + ggplot2::xlim(-15, 13) + + ggplot2::ylim(-25, 7) + ggplot2::theme_void() + - ggplot2::geom_segment(ggplot2::aes(x = -0.8, xend = -3.1, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -1.95, y = 1, label = "YES (1)"), color = "black", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = 6.2, xend = 7.5, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = 6.85, y = 1, label = "NO (2)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -6, xend = -7.7, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -6.85, y = -6, label = "CORRECT (1)"), color = "black", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -2.6, xend = 0.5, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -1.05, y = -6, label = "INCORRECT (2)"), fill = "lightgray", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = 0.2, xend = 7.5, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = 3.85, y = -6, label = "CORRECT AND INCORRECT (3)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -11.4, xend = -12.6, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -12, y = -14, label = "ENP (1)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -4, xend = -4, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -4, y = -14, label = "WD (2)"), color = "black", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -6.4, xend = -10, y = -19, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -8.2, y = -20.5, label = "FP (1)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -3.6, xend = -3.6, y = -19, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -3.6, y = -20.5, label = "FN (2)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -0.8, xend = 4, y = -19, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = 1.6, y = -20.5, label = "NO PREFERENCE (3)"), size = 3) + ggplot2::geom_segment(ggplot2::aes(x = 0, xend = -2, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -1, y = 1, label = "YES (1)"), color = "black", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = 5.5, xend = 7.25, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = 6.375, y = 1, label = "NO (2)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -4.2, xend = -7, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -5.6, y = -6, label = "CORRECT (1)"), color = "black", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -2.1, xend = 0.5, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -0.8, y = -6, label = "INCORRECT (2)"), fill = "lightgray", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = 0, xend = 7.25, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = 3.625, y = -6, label = "CORRECT AND INCORRECT (3)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -10, xend = -12.5, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -11.25, y = -14, label = "POSITIVE (1)"), fill = "lightgray", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -7, xend = -7, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -7, y = -14, label = "NEGATIVE (2)"), fill = "lightgray", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -4, xend = 0.5, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -1.75, y = -14, label = "BOTH (3)"), color = "black", size = 3) } else if (measure == "False Positive Rate Parity") { rects <- data.frame( - xmin = c(-0.8, -6, 5.5, -11.4, -2.2, 5.5, -18, -9, -4.2, 0.8), - xmax = c(6.2, 0.2, 9.5, -4, 3.2, 9.5, -12, -3, 0.2, 5.2), - ymin = c(3, -4, -4, -8, -8, -8, -22, -22, -16, -16), - ymax = c(6, -1, -1, -12, -12, -12, -25, -25, -19, -19), - label = c("1. Is the ground truth \ninformation on the true values \nof the classification relevant \nin your context?", "2. In what type of \nclassification are you \ninterested?", "Disparate Impact", "3. Can the negative class be \nconsidered as Everything \nNot Positive (ENP) or \nis it Well-Defined (WD)?", "4. What are the errors \nwith the highest cost?", "Equalized Odds", "4. What are the errors \nwith the highest cost?", "4. What are the errors \nwith the highest cost?", "False Positive \nRate Parity", "False Negative \nRate Parity"), - fill = c("white", "white", "lightgrey", "lightgrey", "white", "lightgrey", "lightgrey", "lightgrey", "white", "lightgrey"), - text_color = c("black", "black", "black", "black", "black", "black", "black", "black", "black", "black") + xmin = c(-0.8, -6, 5.5, -11.4, 1, 9.8, -18, -10, -2, 0, 5), + xmax = c(6.2, 0.2, 9.5, -4, 7, 13.8, -12, -4, 2, 4.4, 9.4), + ymin = c(3, -4, -4, -8, -8, -8, -22, -22, -22, -16, -16), + ymax = c(6, -1, -1, -12, -12, -12, -25, -25, -25, -19, -19), + label = c("1. Is the ground truth \ninformation on the true values \nof the classification relevant \nin your context?", "2. In what type of \nclassification are you \ninterested?", "Disparate Impact", "3.What is more important: \na correct classification of the positive class, \n a correct classification of the negative class, \nor both?", "4. What are the errors \nwith the highest cost?", "Equalized Odds", "4. What are the errors \nwith the highest cost?", "4. What are the errors \nwith the highest cost?", "Accuracy Parity", "False Positive \nRate Parity", "False Negative \nRate Parity"), + fill = c("white", "white", "lightgrey", "lightgrey", "white", "lightgrey", "lightgrey", "lightgrey", "lightgrey", "white", "lightgrey"), + text_color = c("black", "black", "black", "black", "black", "black", "black", "black", "black", "black", "black") ) plotWorkflow <- ggplot2::ggplot() + ggplot2::geom_rect(data = rects, ggplot2::aes(xmin = xmin, xmax = xmax, ymin = ymin, ymax = ymax, fill = fill), color = "black") + ggplot2::geom_text(data = rects, ggplot2::aes(x = (xmin + xmax) / 2, y = (ymin + ymax) / 2, label = label, color = text_color), size = 2.5) + ggplot2::scale_fill_identity() + ggplot2::scale_color_identity() + - ggplot2::xlim(-20, 13) + + ggplot2::xlim(-20, 20) + ggplot2::ylim(-28, 7) + ggplot2::theme_void() + - ggplot2::geom_segment(ggplot2::aes(x = -0.8, xend = -3.1, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + + ggplot2::geom_segment(ggplot2::aes(x = -0.8, xend = -3.1, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + ggplot2::geom_label(ggplot2::aes(x = -1.95, y = 1, label = "YES (1)"), color = "black", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = 6.2, xend = 7.5, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + + ggplot2::geom_segment(ggplot2::aes(x = 6.2, xend = 7.5, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + ggplot2::geom_label(ggplot2::aes(x = 6.85, y = 1, label = "NO (2)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -6, xend = -7.7, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + + ggplot2::geom_segment(ggplot2::aes(x = -6, xend = -7.7, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + ggplot2::geom_label(ggplot2::aes(x = -6.85, y = -6, label = "CORRECT (1)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -2.6, xend = 0.5, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -1.05, y = -6, label = "INCORRECT (2)"), color = "black", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = 0.2, xend = 7.5, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = 3.85, y = -6, label = "CORRECT AND INCORRECT (3)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -11.4, xend = -15, y = -12, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -13.2, y = -18, label = "ENP (1)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -7.7, xend = -7.7, y = -12, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -7.7, y = -18, label = "WD (2)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -2.2, xend = -2.2, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -2.2, y = -14, label = "FP (1)"), color = "black", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = 3.2, xend = 3.2, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = 3.2, y = -14, label = "FN (2)"), fill = "lightgrey", size = 3) + ggplot2::geom_segment(ggplot2::aes(x = -2.6, xend = 3, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = 0.2, y = -6, label = "INCORRECT (2)"), color = "black", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = 0.2, xend = 11.8, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = 6.6375, y = -6, label = "CORRECT AND INCORRECT (3)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -11.4, xend = -15, y = -12, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -13.2, y = -18, label = "POSITIVE (1)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -7.7, xend = -7.7, y = -12, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -7.7, y = -18, label = "NEGATIVE (2)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -4, xend = 0, y = -12, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -2, y = -18, label = "BOTH (3)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = 1, xend = 1, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = 1, y = -14, label = "FP (1)"), color = "black", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = 7, xend = 7, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = 7, y = -14, label = "FN (2)"), fill = "lightgrey", size = 3) } else if (measure == "False Negative Rate Parity") { rects <- data.frame( - xmin = c(-0.8, -6, 5.5, -11.4, -2.2, 5.5, -18, -9, -4.2, 0.8), - xmax = c(6.2, 0.2, 9.5, -4, 3.2, 9.5, -12, -3, 0.2, 5.2), - ymin = c(3, -4, -4, -8, -8, -8, -22, -22, -16, -16), - ymax = c(6, -1, -1, -12, -12, -12, -25, -25, -19, -19), - label = c("1. Is the ground truth \ninformation on the true values \nof the classification relevant \nin your context?", "2. In what type of \nclassification are you \ninterested?", "Disparate Impact", "3. Can the negative class be \nconsidered as Everything \nNot Positive (ENP) or \nis it Well-Defined (WD)?", "4. What are the errors \nwith the highest cost?", "Equalized Odds", "4. What are the errors \nwith the highest cost?", "4. What are the errors \nwith the highest cost?", "False Positive \nRate Parity", "False Negative \nRate Parity"), - fill = c("white", "white", "lightgrey", "lightgrey", "white", "lightgrey", "lightgrey", "lightgrey", "lightgrey", "white"), - text_color = c("black", "black", "black", "black", "black", "black", "black", "black", "black", "black") + xmin = c(-0.8, -6, 5.5, -11.4, 1, 9.8, -18, -10, -2, 0, 5), + xmax = c(6.2, 0.2, 9.5, -4, 7, 13.8, -12, -4, 2, 4.4, 9.4), + ymin = c(3, -4, -4, -8, -8, -8, -22, -22, -22, -16, -16), + ymax = c(6, -1, -1, -12, -12, -12, -25, -25, -25, -19, -19), + label = c("1. Is the ground truth \ninformation on the true values \nof the classification relevant \nin your context?", "2. In what type of \nclassification are you \ninterested?", "Disparate Impact", "3.What is more important: \na correct classification of the positive class, \n a correct classification of the negative class, \nor both?", "4. What are the errors \nwith the highest cost?", "Equalized Odds", "4. What are the errors \nwith the highest cost?", "4. What are the errors \nwith the highest cost?", "Accuracy Parity", "False Positive \nRate Parity", "False Negative \nRate Parity"), + fill = c("white", "white", "lightgrey", "lightgrey", "white", "lightgrey", "lightgrey", "lightgrey", "lightgrey", "lightgrey", "white"), + text_color = c("black", "black", "black", "black", "black", "black", "black", "black", "black", "black", "black") ) plotWorkflow <- ggplot2::ggplot() + ggplot2::geom_rect(data = rects, ggplot2::aes(xmin = xmin, xmax = xmax, ymin = ymin, ymax = ymax, fill = fill), color = "black") + ggplot2::geom_text(data = rects, ggplot2::aes(x = (xmin + xmax) / 2, y = (ymin + ymax) / 2, label = label, color = text_color), size = 2.5) + ggplot2::scale_fill_identity() + ggplot2::scale_color_identity() + - ggplot2::xlim(-20, 13) + + ggplot2::xlim(-20, 20) + ggplot2::ylim(-28, 7) + ggplot2::theme_void() + - ggplot2::geom_segment(ggplot2::aes(x = -0.8, xend = -3.1, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + + ggplot2::geom_segment(ggplot2::aes(x = -0.8, xend = -3.1, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + ggplot2::geom_label(ggplot2::aes(x = -1.95, y = 1, label = "YES (1)"), color = "black", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = 6.2, xend = 7.5, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + + ggplot2::geom_segment(ggplot2::aes(x = 6.2, xend = 7.5, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + ggplot2::geom_label(ggplot2::aes(x = 6.85, y = 1, label = "NO (2)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -6, xend = -7.7, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + + ggplot2::geom_segment(ggplot2::aes(x = -6, xend = -7.7, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + ggplot2::geom_label(ggplot2::aes(x = -6.85, y = -6, label = "CORRECT (1)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -2.6, xend = 0.5, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -1.05, y = -6, label = "INCORRECT (2)"), color = "black", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = 0.2, xend = 7.5, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = 3.85, y = -6, label = "CORRECT AND INCORRECT (3)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -11.4, xend = -15, y = -12, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -13.2, y = -18, label = "ENP (1)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -7.7, xend = -7.7, y = -12, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -7.7, y = -18, label = "WD (2)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -2.2, xend = -2.2, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -2.2, y = -14, label = "FP (1)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = 3.2, xend = 3.2, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = 3.2, y = -14, label = "FN (2)"), size = 3) + ggplot2::geom_segment(ggplot2::aes(x = -2.6, xend = 3, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = 0.2, y = -6, label = "INCORRECT (2)"), color = "black", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = 0.2, xend = 11.8, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = 6.6375, y = -6, label = "CORRECT AND INCORRECT (3)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -11.4, xend = -15, y = -12, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -13.2, y = -18, label = "POSITIVE (1)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -7.7, xend = -7.7, y = -12, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -7.7, y = -18, label = "NEGATIVE (2)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -4, xend = 0, y = -12, yend = -21.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -2, y = -18, label = "BOTH (3)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = 1, xend = 1, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = 1, y = -14, label = "FP (1)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = 7, xend = 7, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = 7, y = -14, label = "FN (2)"), color = "black", size = 3) } else if (measure == "Equalized Odds") { rects <- data.frame( - xmin = c(0, -4.2, 5.5, -10, -2, 5.5, -15, -2), - xmax = c(5.5, 0, 9, -4, 3, 9, -10, 3), - ymin = c(3, -4, -4, -8, -8, -8, -16, -16), - ymax = c(6, -1, -1, -12, -12, -12, -19, -19), - label = c("1. Is the ground truth \ninformation on the true values \nof the classification relevant \nin your context?", "2. In what type of \nclassification are you \ninterested?", "Disparate Impact", "3. Can the negative class be \nconsidered as Everything \nNot Positive (ENP) or \nis it Well-Defined (WD)?", "4. What are the errors \nwith the highest cost?", "Equalized Odds", "4. What are the errors \nwith the highest cost?", "4. What are the errors \nwith the highest cost?"), - fill = c("white", "white", "lightgrey", "lightgrey", "lightgrey", "white", "lightgrey", "lightgrey"), - text_color = c("black", "black", "black", "black", "black", "black", "black", "black") + xmin = c(0, -4.2, 5.5, -10, -2, 5.5, -15, -9, -2), + xmax = c(5.5, 0, 9, -4, 3, 9, -10, -4, 3), + ymin = c(3, -4, -4, -8, -8, -8, -16, -16, -16), + ymax = c(6, -1, -1, -12, -12, -12, -19, -19, -19), + label = c("1. Is the ground truth \ninformation on the true values \nof the classification relevant \nin your context?", "2. In what type of \nclassification are you \ninterested?", "Disparate Impact", "3.What is more important: \na correct classification of the positive class, \na correct classification of the negative class, \nor both?", "4. What are the errors \nwith the highest cost?", "Equalized Odds", "4. What are the errors \nwith the highest cost?", "4. What are the errors \nwith the highest cost?", "Accuracy Parity"), + fill = c("white", "white", "lightgrey", "lightgrey", "lightgrey", "white", "lightgrey", "lightgrey", "lightgrey"), + text_color = c("black", "black", "black", "black", "black", "black", "black", "black", "black") ) plotWorkflow <- ggplot2::ggplot() + ggplot2::geom_rect(data = rects, ggplot2::aes(xmin = xmin, xmax = xmax, ymin = ymin, ymax = ymax, fill = fill), color = "black") + @@ -1802,29 +1806,31 @@ plot.jfaFairnessSelection <- function(x, ...) { ggplot2::xlim(-15, 13) + ggplot2::ylim(-25, 7) + ggplot2::theme_void() + - ggplot2::geom_segment(ggplot2::aes(x = 0, xend = -2, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + + ggplot2::geom_segment(ggplot2::aes(x = 0, xend = -2, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + ggplot2::geom_label(ggplot2::aes(x = -1, y = 1, label = "YES (1)"), color = "black", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = 5.5, xend = 7.25, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = 6.375, y = 1, label = "NO (2)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -4.2, xend = -7, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", size = 1) + + ggplot2::geom_segment(ggplot2::aes(x = 5.5, xend = 7.25, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = 6.375, y = 1, label = "NO (2)"), fill = "lightgray", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -4.2, xend = -7, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", linewidth = 1) + ggplot2::geom_label(ggplot2::aes(x = -5.6, y = -6, label = "CORRECT (1)"), fill = "lightgray", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -2.1, xend = 0.5, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", size = 1) + + ggplot2::geom_segment(ggplot2::aes(x = -2.1, xend = 0.5, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", linewidth = 1) + ggplot2::geom_label(ggplot2::aes(x = -0.8, y = -6, label = "INCORRECT (2)"), fill = "lightgray", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = 0, xend = 7.25, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + + ggplot2::geom_segment(ggplot2::aes(x = 0, xend = 7.25, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + ggplot2::geom_label(ggplot2::aes(x = 3.625, y = -6, label = "CORRECT AND INCORRECT (3)"), color = "black", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -10, xend = -12.5, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -11.25, y = -14, label = "ENP (1)"), fill = "lightgray", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -4, xend = 0.5, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -1.75, y = -14, label = "WD (2)"), fill = "lightgray", size = 3) + ggplot2::geom_segment(ggplot2::aes(x = -10, xend = -12.5, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -11.25, y = -14, label = "POSITIVE (1)"), fill = "lightgray", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -7, xend = -7, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -7, y = -14, label = "NEGATIVE (2)"), fill = "lightgray", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -4, xend = 0.5, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -1.75, y = -14, label = "BOTH (3)"), fill = "lightgray", size = 3) } else if (measure == "Disparate Impact") { rects <- data.frame( - xmin = c(0, -4.2, 5.5, -10, -2, 5.5, -15, -2), - xmax = c(5.5, 0, 9, -4, 3, 9, -10, 3), - ymin = c(3, -4, -4, -8, -8, -8, -16, -16), - ymax = c(6, -1, -1, -12, -12, -12, -19, -19), - label = c("1. Is the ground truth \ninformation on the true values \nof the classification relevant \nin your context?", "2. In what type of \nclassification are you \ninterested?", "Disparate Impact", "3. Can the negative class be \nconsidered as Everything \nNot Positive (ENP) or \nis it Well-Defined (WD)?", "4. What are the errors \nwith the highest cost?", "Equalized Odds", "4. What are the errors \nwith the highest cost?", "4. What are the errors \nwith the highest cost?"), - fill = c("white", "lightgrey", "white", "lightgrey", "lightgrey", "lightgrey", "lightgrey", "lightgrey"), - text_color = c("black", "black", "black", "black", "black", "black", "black", "black") + xmin = c(0, -4.2, 5.5, -10, -2, 5.5, -15, -9, -2), + xmax = c(5.5, 0, 9, -4, 3, 9, -10, -4, 3), + ymin = c(3, -4, -4, -8, -8, -8, -16, -16, -16), + ymax = c(6, -1, -1, -12, -12, -12, -19, -19, -19), + label = c("1. Is the ground truth \ninformation on the true values \nof the classification relevant \nin your context?", "2. In what type of \nclassification are you \ninterested?", "Disparate Impact", "3.What is more important: \na correct classification of the positive class, \na correct classification of the negative class, \nor both?", "4. What are the errors \nwith the highest cost?", "Equalized Odds", "4. What are the errors \nwith the highest cost?", "4. What are the errors \nwith the highest cost?", "Accuracy Parity"), + fill = c("white", "lightgrey", "white", "lightgrey", "lightgrey", "lightgrey", "lightgrey", "lightgrey", "lightgrey"), + text_color = c("black", "black", "black", "black", "black", "black", "black", "black", "black") ) plotWorkflow <- ggplot2::ggplot() + ggplot2::geom_rect(data = rects, ggplot2::aes(xmin = xmin, xmax = xmax, ymin = ymin, ymax = ymax, fill = fill), color = "black") + @@ -1834,20 +1840,22 @@ plot.jfaFairnessSelection <- function(x, ...) { ggplot2::xlim(-15, 13) + ggplot2::ylim(-25, 7) + ggplot2::theme_void() + - ggplot2::geom_segment(ggplot2::aes(x = 0, xend = -2, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -1, y = 1, label = "YES (1)"), fill = "lightgrey", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = 5.5, xend = 7.25, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = 6.375, y = 1, label = "NO (2)"), size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -4.2, xend = -7, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", size = 1) + + ggplot2::geom_segment(ggplot2::aes(x = 0, xend = -2, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -1, y = 1, label = "YES (1)"), fill = "lightgray", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = 5.5, xend = 7.25, y = 3, yend = -0.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "black", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = 6.375, y = 1, label = "NO (2)"), color = "black", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -4.2, xend = -7, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", linewidth = 1) + ggplot2::geom_label(ggplot2::aes(x = -5.6, y = -6, label = "CORRECT (1)"), fill = "lightgray", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -2.1, xend = 0.5, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", size = 1) + + ggplot2::geom_segment(ggplot2::aes(x = -2.1, xend = 0.5, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", linewidth = 1) + ggplot2::geom_label(ggplot2::aes(x = -0.8, y = -6, label = "INCORRECT (2)"), fill = "lightgray", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = 0, xend = 7.25, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = 3.625, y = -6, label = "CORRECT AND INCORRECT (3)"), fill = "lightgray", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -10, xend = -12.5, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -11.25, y = -14, label = "ENP (1)"), fill = "lightgray", size = 3) + - ggplot2::geom_segment(ggplot2::aes(x = -4, xend = 0.5, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", size = 1) + - ggplot2::geom_label(ggplot2::aes(x = -1.75, y = -14, label = "WD (2)"), fill = "lightgray", size = 3) + ggplot2::geom_segment(ggplot2::aes(x = 0, xend = 7.25, y = -4, yend = -7.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgrey", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = 3.625, y = -6, label = "CORRECT AND INCORRECT (3)"), fill = "lightgrey", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -10, xend = -12.5, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -11.25, y = -14, label = "POSITIVE (1)"), fill = "lightgray", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -7, xend = -7, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -7, y = -14, label = "NEGATIVE (2)"), fill = "lightgray", size = 3) + + ggplot2::geom_segment(ggplot2::aes(x = -4, xend = 0.5, y = -12, yend = -15.87), arrow = ggplot2::arrow(length = ggplot2::unit(0.05, "inches")), color = "lightgray", linewidth = 1) + + ggplot2::geom_label(ggplot2::aes(x = -1.75, y = -14, label = "BOTH (3)"), fill = "lightgray", size = 3) } else { stop("No plot is available for the requested measure.") } diff --git a/man/fairness_selection.Rd b/man/fairness_selection.Rd index fe80365c..c982ce53 100644 --- a/man/fairness_selection.Rd +++ b/man/fairness_selection.Rd @@ -25,31 +25,20 @@ interested?'). If \code{NULL} (the default) the user is presented with the second question of the decision-making workflow and can respond interactively by selecting the numerical value corresponding to their desired answer. Possible options are \code{NULL} (default), \code{1} (to -indicate 'Correct Classification'), \code{2} (to indicate 'Incorrect -Classification'), or \code{3} (to indicate 'Correct and Incorrect -Classification').} +indicate 'Correct classification'), \code{2} (to indicate 'Incorrect +classification'), or \code{3} (to indicate 'Correct and incorrect +classification').} \item{q3}{a character indicating the answer to the third question of the -decision-making workflow ('Can the negative class be considered as -everything not positive or is it well defined?'). If \code{NULL} (the -default) the user is presented with the third question of the -decision-making workflow and can respond interactively by selecting the -numerical value corresponding to their desired answer. Possible options -are \code{NULL} (default), \code{1} (to indicate 'Everything not -positive'), or \code{2} (to indicate 'Well-defined'). To understand the -concept of a negative class defined as Everything Not Positive, consider -the example of evaluating customer satisfaction for a service, where -customers can either be satisfied or dissatisfied. Dissatisfaction, -however, can stem from various reasons (such as 'not satisfied due to -shipping delays', 'not satisfied because the product or its features are -malfunctioning', or 'not satisfied due to unhelpful customer service'). -Despite the different reasons, they all fall under the category of 'not -satisfied' and can be grouped together without further distinction. On the -other hand, to understand the concept of a negative class as Well Defined, -consider the example of classifying bank transactions as either fraudulent -or legitimate. In this case, the negative class simply refers to all -fraudulent transactions, without needing to analyze why a transaction is -considered non-legitimate (i.e. fraudulent).} + decision-making workflow ('What is more important: a correct classification +of the positive class, a correct classification of the negative class, or both?'). +If \code{NULL} (the default) the user is presented with the third + question of the decision-making workflow and can respond interactively by + selecting the numerical value corresponding to their desired answer. + Possible options are \code{NULL} (default), \code{1} (to indicate + 'Correct classificvation of the positive class'), \code{2} (to indicate + 'Correct classificvation of the negative class') or \code{3} (to indicate + 'Both a correct classification of the positive and of the negative class').} \item{q4}{a character indicating the answer to the fourth question of the decision-making workflow ('What are the errors with the highest cost?'). @@ -57,13 +46,12 @@ If \code{NULL} (the default) the user is presented with the fourth question of the decision-making workflow and can respond interactively by selecting the numerical value corresponding to their desired answer. Possible options are \code{NULL} (default), \code{1} (to indicate 'False -Positive'), \code{2} (to indicate 'False Negative'), or \code{3} (to -indicate 'No preference').} +Positive') or \code{2} (to indicate 'False Negative').} } \value{ An object of class \code{jfaFairnessSelection} containing: -\item{measure}{The abbreviation of the selected fairness measure.} +\item{measure}{The abbreviation for the selected fairness measure's name.} \item{name}{The name of the selected fairness measure.} } \description{ @@ -118,8 +106,8 @@ Several fairness measures can be used to assess the fairness of \if{latex}{\figure{fairness-tree.pdf}{options: width=5in}} } \examples{ -# Workflow leading to accuracy parity -fairness_selection(q1 = 1, q2 = 1, q3 = 2, q4 = 3) +# Workflow leading to predictive rate parity +fairness_selection(q1 = 1, q2 = 1, q3 = 1, q4 = 1) } \references{ Büyük, S. 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zQ38=u-|I#njvzDme@_l_5WNYlEegyu*PhV4vgFBmboD@r)1xb{5CC)T{j(2XkeyTP9uYW#7($Pubf78SN zxZ(e~p-~_3--$hh9N)KN&gD_V#6KS*wobjlzgUU*KSA&R`lk&QC*hZWky=dqk82`7 dR}&1|=BS|&wa!wc|4jpbhR00xUh7;6|1T?`Rwn=e diff --git a/vignettes/articles/model-fairness.Rmd b/vignettes/articles/model-fairness.Rmd index 189160f0..d92094e5 100644 --- a/vignettes/articles/model-fairness.Rmd +++ b/vignettes/articles/model-fairness.Rmd @@ -19,8 +19,7 @@ library(jfa) ## Introduction Welcome to the 'Algorithmic fairness' vignette of the **jfa** package. This page -provides a comprehensive example of how to use the `model_fairness()` function -in the package. +provides a comprehensive example of how to use the `model_fairness()` and the `fairness_selection()` functions in the package. ## Function: `model_fairness()` @@ -36,11 +35,11 @@ for equality between protected groups in the data. *Practical example:* -To demonstrate the usage of the `model_fairness()` function, we will use a -renowned dataset known as COMPAS. The COMPAS (Correctional Offender Management -Profiling for Alternative Sanctions) software is a case management and decision -support tool employed by certain U.S. courts to evaluate the likelihood of a -defendant becoming a recidivist (repeat offender). +To demonstrate the usage of the`model_fairness()` and the `fairness_selection()` +functions, we will use the well-known COMPAS dataset. The COMPAS +(Correctional Offender Management Profiling for Alternative Sanctions) software +is a case management and decision support tool employed by certain U.S. courts +to evaluate the likelihood of a defendant becoming a recidivist (repeat offender). The `compas` data, which is included in the package, contains predictions made by the COMPAS algorithm for various defendants. The data can be loaded using @@ -85,9 +84,7 @@ complete set of fairness metrics for the African American, Asian, and Hispanic groups, comparing them to the privileged group (Caucasian). For a more detailed explanation of some of these metrics, we refer to @pessach_2022. However, it is important to note that not all fairness measures are equally suitable for all -audit situations. The decision tree provided below (which is far from perfect) -can assist the auditor in selecting an appropriate measure for the specific -audit at hand [@buyuk_2023]. +audit situations.

fairness

@@ -469,5 +466,84 @@ sequential analysis using `plot(..., type = "sequential")`. plot(x, type = "robustness") ``` +## Function: `fairness_selection()` + +The `fairness_selection()` function offers a method to select a fairness measure +tailored to a specific context and dataset by answering the questions in the +developed decision-making workflow. The fairness measure that can be selected +include disparate impact, equalized odds, false positive rate parity, false +negative rate parity, predictive rate parity, equal opportunity, specificity +parity, negative predictive rate parity, accuracy parity [@castelnovo_2022; +@feldman_2015; @friedler_2019; @hardt_2016, @verma_2018]. After answering the +questions in the decision-making workflow and selecting the fairness measure to +apply, a graphical representation of the followed path can be created based +on the responses. + +As mentioned earlier, not all fairness measures are equally suitable for every +audit situation. For this reason, the `fairness_selection()` function we propose +can assist the auditor in selecting the most appropriate measure for the +specific audit at hand. To demonstrate the usage of the +`fairness_selection()` function, we will answer each necessary question in the +decision-making workflow, explaining the reasoning behind each response. + +The first question in the workflow checks if the dataset includes the ground +truth information (i.e., the true classification values). The data available in +this dataset were collected during a retrospective study, so we have information +on whether offenders committed a crime within 2 years of being released +(`TwoYrRecidivism`). Therefore, we can answer the first question with `Yes` (in +the function the value `1` is used to indicate `Yes`). + +The second question focuses on the type of classification of interest: correct, +incorrect, or both. We can imagine a scenario where the analysis of this dataset +is tied to U.S. Attorney General Eric Holder's concerns about potential +discrimination against certain social groups resulting from anomalies +in AI-generated classifications, particularly errors in classifying offenders. +Given the importance of identifying such irregularities, our focus here is on +the incorrect classification of offenders. Therefore, we can answer the first +question with `Incorrect Classification` (in the function the value `2` is +used to indicate `Incorrect Classification`). + +Given the answer to the second question and following the decision-making +workflow path, we can skip the third question and proceed directly to the +fourth and final question. + +The fourth question addresses the costs of classification errors meaning which +classification error results in highest cost. The classification errors can be +made when classifying someone who would not commit another crime within two +years of release as someone who would (leading a longer incarceration or +failing to release someone from prison in a timely manner) and when classifying +a dangerous individual who would commit another crime as someone who would not +(leading to an early release or shorter incarceration period). To answer the +question, we assume a scenario where AI is being developed and promoted within +the U.S. criminal justice system, with the goal of reducing incarceration and +alleviating prison overcrowding. Thus, higher costs are associated with +mistakenly incarcerating individuals who would not reoffend within two years +of release, as this results in unnecessary prolonged imprisonment. Therefore, +we can answer the fourth question with `False Positive` (in the function the +value `1` is used to indicate `False Positive`). + +```{r} +measure <- fairness_selection(q1 = 1, q2 = 2, q4 = 1) +print(measure) +``` + +It is worth noting that the function can also be called without any +arguments (`measure <- fairness_selection()`). In this case, an interactive mode +is activated, allowing the user to answer the necessary questions in real time. +By applying this function, an object of class `jfaFairnessSelection` is created. + +Additionally, the `print` function, applied to an object of class +`jfaFairnessSelection`, allows us to display not only which fairness measure is +selected as the most suitable for the audit situation, but also a summary of +how we answered the questions in the decision-making workflow. + +Finally, as mentioned earlier, it is possible to visualize the path followed +by answering the questions in the decision-making workflow. This is done by +applying the `plot` function an object of class `jfaFairnessSelection`. + +```{r, fig.align="center"} +plot(measure) +``` + ## References
diff --git a/vignettes/articles/references.bib b/vignettes/articles/references.bib index 8639b926..25099284 100644 --- a/vignettes/articles/references.bib +++ b/vignettes/articles/references.bib @@ -416,3 +416,30 @@ @book{lohr_2021 doi={10.1201/9780429298899}, isbn={978-0429298899} } +@article{castelnovo_2022, + title={A clarification of the nuances in the fairness metrics landscape}, + author={Castelnovo, Alessandro and Crupi, Riccardo and Greco, Greta and Regoli, Daniele and Penco, Ilaria Giuseppina and Cosentini, Andrea Claudio}, + journal={Scientific Reports}, + volume={12}, + number={1}, + pages={4209}, + year={2022}, + publisher={Nature Publishing Group UK London}, + doi={10.1038/s41598-022-07939-1} +} +@article{hardt_2016, + title={Equality of opportunity in supervised learning}, + author={Hardt, Moritz and Price, Eric and Srebro, Nati}, + journal={Advances in neural information processing systems}, + volume={29}, + year={2016}, + doi={10.48550/arXiv.1610.02413} +} +@inproceedings{verma_2018, + title={Fairness definitions explained}, + author={Verma, Sahil and Rubin, Julia}, + booktitle={Proceedings of the international workshop on software fairness}, + pages={1--7}, + year={2018}, + doi={10.1145/3194770.3194776} +}