Bartlett, Peter; Boucheron, Stéphane; Lugosi, Gábor
(2000-10-01)
We study model selection strategies based on penalized empirical
loss minimization. We point out a tight relationship between
error estimation and data-based complexity penalization: any
good error estimate may be ...