65. Evidence and recursive continuation

A self-improvement procedure has an unusual incentive to find weaknesses in its own measurements. It searches repeatedly, retains favorable results, and changes the way later candidates are generated. A validation number can therefore become part of the training information even when it is never called a training label. This is a central issue in adaptive data analysis [13].