From 303f0799a670a394874624777cdfeea5e2763653 Mon Sep 17 00:00:00 2001 From: Felipe Urrutia <74210202+furrutiav@users.noreply.github.com> Date: Wed, 6 Sep 2023 15:39:33 -0300 Subject: [PATCH] Update compas_demo.html Add surname "disparity" to disparities calculated and Remove misspelling errors. --- docs/examples/compas_demo.html | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/docs/examples/compas_demo.html b/docs/examples/compas_demo.html index 16263565..8beeaf0e 100644 --- a/docs/examples/compas_demo.html +++ b/docs/examples/compas_demo.html @@ -1544,8 +1544,8 @@

Aequitas Bias() ClassBias() class includes two additional get disparity functions: ``get_disparity_major_group()`` and ``get_disparity_min_metric()``, which automate base group selection based on sample majority (across each attribute) and minimum value for each calculated bias metric, respectively.

The ``get_disparity_predefined_groups()`` allows user to define a base group for each attribute, as illustrated below.

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Disparities Calculated Calcuated:

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Disparities Calculated:

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Disparities Calculated Calcuated:

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The Aequitas Effect

True Positive Rate Disparity

‘tpr_disprity’

True Negative Rate

True Negative Rate Disparity

‘tnr_disparity’

False Omission Rate

False Omission Rate Disparity

‘for_disparity’

False Discovery Rate

False Discovery Rate Disparity

‘fdr_disparity’

False Positive Rate

False Positive Rate Disparity

‘fpr_disparity’

False NegativeRate

False NegativeRate Disparity

‘fnr_disparity’

Negative Predictive Value

Negative Predictive Value Disparity

‘npv_disparity’

Precision Disparity