Cross-validation improved by aggregation: Agghoo

Guillaume Maillard, Sylvain Arlot, Matthieu Lerasle

Cross-validation is widely used for selecting among a family of learning rules. This paper studies a related method, called aggregated hold-out (Agghoo), which mixes cross-validati…