How to easily check if your ML model is fair?
We live in a world that is getting more divided each day. In some parts of the world, the differences and inequalities between races, ethnicities, and sometimes sexes are aggravating. The data we use for modeling is in the major part a reflection of the world it derives from. And the world can be biased, so data and therefore model will likely reflect that. We propose a way in which ML engineers can easily check if their model is biased.
Nov-9-2020, 01:11:21 GMT
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