How is the Performance of a Neural Network Ensemble influenced by Over-fitting and Ensemble Size - A Numerical Investigation
The goal of this investigation is to study the performance of two different aspects of neural network ensembles: one ensemble contains over-trained networks and the other very many members. The over-training of the networks within the first ensemble is achieved with a larger number of hidden neurons than the approximation task in question would require. The result of the investigation is that over