Resumen
The use of this new regression method increases the available toolkit for system modeling and machine learning techniques. Their main advantages are simplicity and easy geometric meaning, allowing the treatment of a big class of modelling problems. The application to the study of a problem related with energy efficiency on buildings reviews a widely used dataset introducing some additional considerations that serve as a benchmark of the proposed methodology.