essReference {intrinsicDimension} | R Documentation |
Reference values for the ESS dimension estimation method
essReference(ver, d, maxdim, mindim=1)
ver |
Possible values: |
d |
For |
maxdim |
The largest dimension for which reference values should be computed. |
mindim |
The smallest dimension for which reference values should be computed. |
The ESS reference values are used by the ESS algorithm (essLocalDimEst) to compute the final dimension estimate.
A vector of length maxdim-(mindim-1), where each slot represents the reference value.
Kerstin Johnsson, Lund University
Johnsson, K., Soneson, C., & Fontes, M. (2015). Low Bias Local Intrinsic Dimension Estimation from Expected Simplex Skewness. IEEE Trans. Pattern Anal. Mach. Intell., 37(1), 196-202.
essReference('a', 3, maxdim=500)
essReference('b', 1, maxdim=30, mindim=3)