Debarati Bhaumik

An Audit Framework for Technical Assessment of Binary Classifiers

2022 · arXiv (Cornell University)

Multilevel models using logistic regression (MLogRM) and random forest models (RFM) are increasingly deployed in industry for the purpose of binary classification. The European Commission's proposed Artificial Intelligence Act (AIA) necessitates, under certain conditions, that …