A new label-free evaluation framework ranks feature selection methods by the optimal transport distance between the selected feature subset and the first principal components of the full data.
Biological Cybernetics59(4-5), 291–294 (1988)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Towards Truly Unsupervised Evaluation of Feature Selection
A new label-free evaluation framework ranks feature selection methods by the optimal transport distance between the selected feature subset and the first principal components of the full data.