Prediction of Postpartum Depression Using Multilayer Perceptrons and Pruning

Abstract

The use of these models in a decision support system can be clinically evaluated in future work. The analysis of the models by pruning leads to a qualitative interpretation of the influence of each variable in the interest of clinical protocols.