Estimating the effective dimension of large biological datasets using Fisher separability analysis

Luca Albergante, Jonathan Bac, Andrei Zinovyev

Modern large-scale datasets are frequently said to be high-dimensional. However, their data point clouds frequently possess structures, significantly decreasing their intrinsic dim…