Towards Truly Unsupervised Evaluation of Feature Selection -- Extended Version
A critical discussion on the established allegedly unsupervised evaluation techniques is provided, and light is shed on the reasons why they are not truly unsupervised but, at best, supervised evaluation under an unsupervised downstream task.
Hafiz Saud Arshad, Muhammad Rajabinasab, Arthur Zimek
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