Out-of-distribution Reject Option Method for Dataset Shift Problem in Early Disease Onset Prediction

Taisei Tosaki, Eiichiro Uchino, Ryosuke Kojima +9

Machine learning is increasingly used to predict lifestyle-related disease onset using health and medical data. However, its predictive accuracy for use is often hindered by datase…