Beware Those Predictive Models

Predictive algorhythms are getting more and more accurate. “No-one can argue with statistically based procedures for making complex decisions under conditions of uncertainty, so long as successes and failures are aggregated across cases and the cost of errors is low. But if one is interested in individual cases or if the cost of decision errors is high, then these techniques are problematic.”