Exploring the Impact of Dataset Statistical Effect Size on Model Performance and Data Sample Size Sufficiency
arXiv:2501.02673v4 Announce Type: replace
Abstract: Having a sufficient quantity of quality data is a critical enabler of training effective machine learning models. Being able to effectively determine the adequacy of a dataset prior to training and e…