dssg / aequitas

Bias Auditing & Fair ML Toolkit
http://www.datasciencepublicpolicy.org/aequitas/
MIT License
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Enhance summary visual to use more than color #194

Open diehlbw opened 1 month ago

diehlbw commented 1 month ago

The summary visualization (such as Audit.summary_plot()) could have increased accessibility if it did not rely solely on color to convey a test's result.

Instead of having circles of for all result types: image

It would be useful to additionally indicate the state with something like shape, for example a mock using squares and triangles: image