Evolutionary response surfaces for classification: an interpretable model

摘要

Response surfaces are powerful tools for both classification and regression because they are able to model many different phenomena and construct complex boundaries between classes. With very simple expressions, response surfaces are able to accurately solve difficult problems. Thus, the interpretability of the results is very interesting from the point of view of the expert, which is provided by a classification model from which useful information may be inferred.