Model Review: A PROMISEing Opportunity
Tim Menzies · 2023
To make models more understandable and correctable, I propose that the PROMISE community pivots to the problem of model review. Over the years, there have been many reports that very simple mod- els can perform exceptionally well. Yet, where are the researchers asking “say, does that mean that we could make software analytics simpler and more comprehensible?” This is an important question, since humans often have difficulty accurately assessing complex models (leading to unreliable and sometimes dangerous results).