DiffusionMap-class: Diffusion Map dimensionality reduction on dataset

Description Slots

Description

Performed as designed by Florian Buettner

Slots

numberConverged

The number of converged eigenvalues and eigenvectors when using "rARPACK"

numberIterations

The number of iterations to achieve convergence in "rARPACK".

sigmas

Value of sigma used for the Gaussian

nn

Number of nearest neighours used

usedARPACK

Logical indicating whether rARPACK was used for eigen deconstruction

gaussian

Post applying Gaussian kernel.

markov

Gaussian with rows normalised giving stochastic transition matrix.

H

H matrix.

d2

Squared ditance matrix.

distfun

Function used to calculate distances.


wjawaid/bglab documentation built on May 4, 2019, 6:33 a.m.