Aggregated Hold-Out

Guillaume Maillard, Sylvain Arlot, Matthieu Lerasle

Aggregated hold-out (Agghoo) is a method which averages learning rules selected by hold-out (that is, cross-validation with a single split). We provide the first theoretical guaran…