mdnpost

Purpose

Computes the posterior probability for each MDN mixture component.

Synopsis

post = mdnpost(mixparams, t)
[post, a] = mdnpost(mixparams, t)

Description

post = mdnpost(mixparams, t) computes the posterior probability p(j|t) of each data vector in t under the Gaussian mixture model represented by the corresponding entries in mixparams. Each row of t represents a single vector.

[post, a] = mdnpost(mixparams, t) also computes the activations a (i.e. the probability p(t|j) of the data conditioned on each component density) for a Gaussian mixture model.

See Also

mdngrad, mdnprob
Pages: Index

Copyright (c) Ian T Nabney (1996-9)

David J Evans (1998)