Encapsulated models for reasoning and decision support
Ivana Cace, John‐Jules Ch. Meyer, Carla Pieterman, Gerlof Dirk Valk · GI-Jahrestagung · 2013
We show and discuss the benefits of incorporating a domain model as part of a classifier: it guards against over-fitting, helps ensure the classifier is appropriate for the problem at hand and adds to classification explainability.