no code implementations • 23 Jan 2023 • Boštjan Vouk, Matej Guid, Marko Robnik-Šikonja
Feature construction can contribute to comprehensibility and performance of machine learning models.
no code implementations • 25 Jul 2015 • Azlan Iqbal, Matej Guid, Simon Colton, Jana Krivec, Shazril Azman, Boshra Haghighi
It uses selected attributes from objects in various domains (e. g. chess problems, classical music, renowned artworks) and recombines them in such a way as to generate new attributes that can then, in principle, be used to create novel objects of creative value to humans relating to any one of the source domains.