SOURCE RECORD / S0105

Leakage and the reproducibility crisis in ML-based science

Evidence B

Leakage and the reproducibility crisis in ML-based science

Authors or organization

Kapoor and Narayanan

Published date

2023

Source type

peer_reviewed_methods_paper

Technology route

machine learning

Function or setting

validation methodology

Rights status

metadata_only

Evidence summary

Evidence: Leakage taxonomy and reproducibility risk. Key figures: not_public. Limitations: Cross-domain methodology rather than BCI performance evidence.

DOI / 10.1016/j.patter.2023.100804 Original URL