Intersection-Validation: A Method for Evaluating Structure Learning without Ground Truth

Jussi Viinikka, Ralf Eggeling, Mikko Koivisto

Abstract: To compare learning algorithms that differ by the adopted statistical paradigm, model class, or search heuristic, it is common to evaluate the performance on training data of varying size. Measurin...