A Critique of Chernoff Faces
What is even more problematic, however, is that there is a strong hierarchy in which features we look at, and how we identify people. There are features that are clearly much more important (eyes, lips) than others (overall shape). Thus, representing data through these visual features means that some data will be much more visible than others.
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