A Statistical Approach to Estimating Sample Size of Machine Learning Models

Dat Phan-Trong, Sunil Gupta, Svetha Venkatesh

Sample size determination for machine learning (ML) prediction models is challenging because conventional power analysis typically requires the predictor-outcome relationship and e…