Aminah Sirajuddin

Comparative Performance of Modern Regression Techniques for Predictive Modelling of High-Dimensional Clinical Data in e-Health Systems

This paper examined the relative performance of traditional and modern regression methods when used in high-dimensional data where there are many features and the predictive signal is weak. Their main aim was to do a rational comparison of the linear, regularised, ensemble, and deep learning regression models on a sing...