methods / Theoretical / Analytical / MST-based intrinsic dimension estimator
MST-based intrinsic dimension estimator
Estimates a representation manifold's intrinsic dimension from the growth rate of the total length of a minimum spanning tree over sampled points, as a function of sample size — an alternative to nearest-neighbor-ratio estimators like TwoNN that uses global tree structure rather than only first/second nearest-neighbor distances.