Exact Finite-Sample Variance Decomposition of Subagging: A Spectral Filtering Perspective

Ye Su, Mingrui Ye, Yining Wang +2

Standard resampling ratios (e.g., $\hat{I}\pm \approx 0.632$) are widely used as default baselines in ensemble learning for three decades. However, how these ratios interact with a base lea…