Accuracy on a Hold-out Set: The Red Herring of Data Mining
Ulf Johansson, Tuve Löfström, Lars Niklasson · 2006
Abstract: When performing predictive modeling, the overall goal is to generate models likely to have high accuracy when applied to novel data. A technique commonly used to maximize generalization a ...