Proofs and Derivations—Part II
This chapter contains sections titled: C.1 VC and PAC Generalization Error Bounds, C.2 Bound on the Growth Function, C.3 Luckiness Bound, C.4 Empirical VC Dimension Luckiness, C.5 Bound on the Fat Shattering Dimension, C.6 Margin Distribution Bound, C.7 The Quantifier Reversal Lemma, C.8 A PAC-Bayesian Marin Bound, C.9 Algorithmic Stability Bounds