Investigation of a Data Split Strategy Involving the Time Axis in Adverse Event Prediction Using Machine Learning

Katsuhisa Morita, Tadahaya Mizuno, Hiroyuki Kusuhara

Adverse events are a serious issue in drug development and many prediction methods using machine learning have been developed. The random split cross-validation is the de facto sta…