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by reinkaos 1927 days ago
I don't think "black-box" algorithms are the problem per se. In this case the system was doomed from the get-go by using biased and flawed input attributes.

What I find very problematic in the use of automated systems for fraud detection is taking the system decision as final and not offering an easy and clear way of appealing decisions.