2 papers
stat.CO2026
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…
cs.LG2025
RGE-GCN: Recursive Gene Elimination with Graph Convolutional Networks for RNA-seq based Early Cancer Detection
Shreyas Shende, Varsha Narayanan, Vishal Fenn +5
Early detection of cancer plays a key role in improving survival rates, but identifying reliable biomarkers from RNA-seq data is still a major challenge. The data are high-dimensio…