Re:Stop Explaining Black Box Models for High Stakes Decisions
by TeMPOraL on Friday November 01, 2019 @09:42AM
(#21418641)
Perhaps, but explainability is very helpful for predictability - it allows us to do better than just making statistical inferences from observed behaviour. Since ML models, unlike biology, are entirely our design, we have an opportunity to make them explainable and reap the benefits in terms of predictability.
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