fastml: Guarded Resampling Workflows for Safer Automated Machine Learning in R
arXiv:2604.05225v1 Announce Type: cross
Abstract: Preprocessing leakage arises when scaling, imputation, or other data-dependent transformations are estimated before resampling, inflating apparent performance while remaining hard to detect. We present…