holisticai.bias.plots.success_rate_curves

holisticai.bias.plots.success_rate_curves(p_attr, y_pred, groups=None, x_axis='score', ax=None, size=None, title=None)

Success Rate Curve

Description

This function plots the success rate vs threshold curve for each group.

Parameters

p_attrarray-like

Protected attribute vector

y_predarray-like

Predictions vector (regression)

groups (optional)list

The groups we are considering

x_axis (optional)‘score’ or ‘quantile’

Indicates whether the x axis is the scores or data quantiles

ax (optional)matplotlib axes

Pre-existing axes for the plot

size (optional)(int, int)

Size of the figure

title (optional)str

Title of the figure

Returns

matplotlib ax