mog_em.h File Reference

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Classes
class	MoGEM
	A Gaussian mixture model class. More...
Variables
const fx_module_doc	mog_em_doc
const fx_entry_doc	mog_em_entries []

---

Detailed Description

Author:

Parikshit Ram (pram@cc.gatech.edu)

Defines a Gaussian Mixture model and estimates the parameters of the model

Definition in file mog_em.h.

---

Variable Documentation

const fx_module_doc mog_em_doc

Initial value:

 {
  mog_em_entries, NULL,
  " This program defines a Gaussian mixture model"
  " and estimates the parameters using maximum"
  " likelihood via the EM algorithm.\n"
}

Definition at line 60 of file mog_em.h.

const fx_entry_doc mog_em_entries[]

Initial value:

 {
  {"K", FX_PARAM, FX_INT, NULL,
   " The number of Gaussians in the mixture model."
   " (defaults to 1)\n"},
  {"D", FX_RESERVED, FX_INT, NULL,
   " The number of dimensions of the data on which the"
   " the mixture model is to be fit.\n"},
  {"model_init", FX_TIMER, FX_CUSTOM, NULL,
   " The time required to initialize the mixture model.\n"},
  {"EM", FX_TIMER, FX_CUSTOM, NULL,
   " The time required for the EM algorithm to obtain"
   " the parameter values.\n"},
  FX_ENTRY_DOC_DONE
}

Definition at line 45 of file mog_em.h.