Worse than Random: The Importance of a Baseline for Unsupervised Feature Selection -- Extended Version.

arXiv:2605.22973v3 Announce Type: replace-cross Abstract: Many novel unsupervised feature selection methods are proposed each year, yet their empirical evaluation is limited to supervised and unsupervised evaluation metrics computed on selected datasets, along