fastml: Guarded Resampling Workflows for Safer Automated Machine Learning in R

Selcuk Korkmaz, Dincer Goksuluk, Eda Karaismailoglu

Preprocessing leakage arises when scaling, imputation, or other data-dependent transformations are estimated before resampling, inflating apparent performance while remaining hard…