There has been a increasing trend in healthcare and criminal justice to leverage machine learning (ML) for high-stakes prediction applications that deeply impact human lives… The lack of transparency and accountability of predictive models can have (and has already had) severe consequences… — Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead