Browsing by Author "O'Neill, MIchael"

Now showing items 1-1 of 1

A preliminary investigation of overfitting in evolutionary driven model induction : implications for financial modelling

Tuite, Cliodhna ; Agapitos, Alexandros ; O'Neill, MIchael ; Brabazon, Anthony (Springer, 2011-04)

This paper investigates the effects of early stopping as a method to counteract overfitting in evolutionary data modelling using Genetic Programming. Early stopping has been proposed as a method to avoid model overtraining, ...

Now showing items 1-1 of 1

My Account