 Rademacher symmetrization inequality

For an i.i.d. sample and an integrable function class $\mathcal{F}$,Introduce an independent ghost sample, replace each expectation by its ghost-sample average using Jensen inequality, and then multiply each paired difference by an independent Rademacher sign. Splitting the resulting supremum into its two sample contributions gives the factor two.