What is the distribution of the number of unique original items in a bootstrap sample?

Alex F. Mendelson, Maria A. Zuluaga, Brian F. Hutton +1

Sampling with replacement occurs in many settings in machine learning, notably in the bagging ensemble technique and the .632+ validation scheme. The number of unique original item…