d_min = ceil(4 ln n / (eps^2/2 - eps^3/3)). Independent of the
original dimensionality, and loose in practice.
Usage
morie_geron_johnson_lindenstrauss(n, eps)
Arguments
- n
Number of points (>= 2).
- eps
Distortion in (0, 1).
Value
List with d_min, d_min_exact, eps, n_points,
estimate, n.
Examples
morie_geron_johnson_lindenstrauss(n = 5L, eps = 0.5)
#> $d_min
#> [1] 78
#>
#> $d_min_exact
#> [1] 77.25302
#>
#> $eps
#> [1] 0.5
#>
#> $n_points
#> [1] 5
#>
#> $estimate
#> [1] 78
#>
#> $n
#> [1] 5
#>
#> $method
#> [1] "Johnson-Lindenstrauss minimum dimension"
#>
