JohnsonLindenstraussMinDim: 'johnson_loindenstrauss_min_dim' estimated the minimal size...

Description Usage Arguments Value

Description

johnson_loindenstrauss_min_dim estimated the minimal size of the random subspace to guarantee a bounded distortion introduced by the random projection.

Usage

1
JohnsonLindenstraussMinDim(n_samples, eps = 0.1)

Arguments

n_samples

is the size of the subspace

eps

the epsilon error which is acceptable.

Value

the conservative estiamtion of the minimal size of the random subspace give eps.


chappers/randomProjection documentation built on May 13, 2019, 3:30 p.m.