On the Use of Default Parameter Settings in the Empirical Evaluation of Classification Algorithms

Anthony Bagnall, Gavin C. Cawley

We demonstrate that, for a range of state-of-the-art machine learning algorithms, the differences in generalisation performance obtained using default parameter settings and using…