How Simple Can It Get? From Interpretable Equations to Readable Rules for Financial Decision Making

Adia Lumadjeng, Ilker Birbil, Erman Acar

In regulated domains such as finance, a model that cannot be explained cannot be deployed, yet many interpretable classifiers defeat their own purpose by producing formulas with do…