GRASP uses Shapley values and group L21 regularization to identify fewer, less redundant, and more stable features for medical predictions while matching or exceeding the accuracy of prior methods.
An exhaustive variable selection study for linear mod- els of soundscape emotions: Rankings and gibbs analy- sis
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
GRASP: group-Shapley feature selection for patients
GRASP uses Shapley values and group L21 regularization to identify fewer, less redundant, and more stable features for medical predictions while matching or exceeding the accuracy of prior methods.