Jul 2026
Feature Bagging Provides Stability
This work introduces feature instability (FI), the feature-axis analogue of instance instability (II), which measures sensitivity to removing a single feature, and shows that FI captures generalization-relevant information complementary to II.
Yuheng Ma, Qiang Sun
· arXiv.org · 0 citations