Objective-Induced Bias and Search Dynamics in Multiobjective Unsupervised Feature Selection

Mathieu Cherpitel, Thomas Bäck, Martijn R. Tannemaat +1

Unsupervised feature selection is commonly formulated as a multiobjective optimisation problem that jointly optimises subset quality and subset size. Yet the behaviour of this form…