Interpreting Black Box Models via Hypothesis Testing

Collin Burns, Jesse Thomason, Wesley Tansey

In science and medicine, model interpretations may be reported as discoveries of natural phenomena or used to guide patient treatments. In such high-stakes tasks, false discoveries…