Plot minimum number of dimensions needed to retain distance between samples

https://en.wikipedia.org/wiki/Johnson–Lindenstrauss_lemma

Usage

PlotJohnsonLindenstraussMinDim(list_eps, min_cells = 10, max_cells = 1e+06)

Arguments

list_eps

List of eps to plot for

Details

(1 - eps) ||u - v||^2 < ||p(u) - p(v)||^2 < (1 + eps) ||u - v||^2