Machine Learning Capability: A standardized metric using case difficulty with applications to individualized deployment of supervised machine learning

Adrienne Kline, Joon Lee

Model evaluation is a critical component in supervised machine learning classification analyses. Traditional metrics do not currently incorporate case difficulty. This renders the…