A Guide to Solving Social Problems with Machine Learning
Harvard Business
DECEMBER 8, 2016
In bail, it turns out that different forms of crime are correlated enough so that an algorithm trained on just one type of crime winds up out-predicting judges on almost every measure of criminality we could construct, including violent crime. The point is that the outcome you select for your algorithm will define it.
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