MParzenTrain: Training MParzen model

In rudazhang/plmr: Probabilistic Learning on Manifolds in R

Description

Modified to inlcude the point under consideration and center the local data matrix, instead of center at the point.

Usage

MParzenTrain(X, d, k)

Arguments

X	Matrix of training data, l-by-n.
d	Dimension of manifold.
k	Number of nearest neighbors to use in local covariance analysis.

Value

A list of a (d, l) matrix 'sdev' and an (n, d, l) array 'tangent'. Top d standard deviations and directions of local covariance structure at each point.

References

@Vincent2002

rudazhang/plmr documentation built on Aug. 30, 2021, 5:43 p.m.