Configure the Bias Audit

Select attributes to audit and a method for determining the reference groups.

1. Select method for determining reference group:

Reference groups are used to calculate relative disparities in our Bias Audit. For example, you might select Male as the reference group for Gender. Biasfix will then use Male as the baseline to calculate any biases for other groups in the attribute Gender (for Female and Other for example).

Custom group (Select your own)

Majority group (Automatically select the largest group for every attribute)

Automatically select group with the lowest bias metric for every attribute


2. Select protected attributes that need to be audited for bias.

Attribute Reference Group
  race
  sex
  age_cat