Can Data Augmentation Change the Best-Performing Classifier? Evidence From a Machine Learning Study on Sarcopenia
Introduction One of the M-Brain project's aims is to identify biomarkers that can distinguish between healthy and pathological ageing. The choice of classifier can have a significant impact on predictive performance due to the challenges posed by limited sample size, class imbalance and heterogeneous features. Using d...