Worse than Random: The Importance of a Baseline for Unsupervised Feature Selection

Muhammad Rajabinasab, Michael E. Houle, Oussama Chelly +1

Many novel unsupervised feature selection methods are proposed each year, yet their empirical evaluation is limited to supervised and unsupervised evaluation metrics computed on se…