EMCluster-package |
EM Algorithm for Model-Based Clustering of Finite Mixture Gaussian Distribution |
.EMC |
EM Control Generator and Controller |
.EMC.Rnd |
EM Control Generator and Controller |
.EMC.Rndp |
EM Control Generator and Controller |
.EMControl |
EM Control Generator and Controller |
assign.class |
Assign Class Id |
class2Gamma |
Convert Matrices in Different Format |
da1 |
Dataset for demonstrations |
da2 |
Dataset for demonstrations |
da3 |
Dataset for demonstrations |
dlmvn |
Density of (Mixture) Multivariate Normal Distribution |
dmixmvn |
Density of (Mixture) Multivariate Normal Distribution |
dmvn |
Density of (Mixture) Multivariate Normal Distribution |
e.step |
Single E- and M-step |
em.aic |
Information Criteria for Model-Based Clustering |
em.bic |
Information Criteria for Model-Based Clustering |
em.clc |
Information Criteria for Model-Based Clustering |
em.EM |
Initialization and EM Algorithm |
em.ic |
Information Criteria for Model-Based Clustering |
em.icl |
Information Criteria for Model-Based Clustering |
em.icl.bic |
Information Criteria for Model-Based Clustering |
EMCluster |
EM Algorithm for Model-Based Clustering of Finite Mixture Gaussian Distribution |
emcluster |
EM Algorithm for model-based clustering |
emgroup |
Other Initializations |
emobj object |
EM Algorithm for model-based clustering |
emret class |
EM Algorithm for model-based clustering |
exhaust.EM |
Initialization and EM Algorithm |
Gamma2class |
Convert Matrices in Different Format |
init.EM |
Initialization and EM Algorithm |
logL |
Density of (Mixture) Multivariate Normal Distribution |
LTsigma2var |
Convert Matrices in Different Format |
LTSigma2variance |
Convert Matrices in Different Format |
m.step |
Single E- and M-step |
myiris |
Dataset for demonstrations |
plot2d |
Plot Two Dimensional Data with clusters |
plotem |
Plot Two Dimensional Data with clusters |
plotmd |
Plot Multivariate Data |
print.emret |
Functions for Printing or Summarizing Objects According to Classes |
rand.EM |
Initialization and EM Algorithm |
RRand |
Rand Index and Adjusted Rand Index |
shortemcluster |
EM Algorithm for model-based clustering |
simple.init |
EM Algorithm for model-based clustering |
starts.via.svd |
Other Initializations |
summary.emret |
Functions for Printing or Summarizing Objects According to Classes |
summary.svd |
Functions for Printing or Summarizing Objects According to Classes |
var2LTsigma |
Convert Matrices in Different Format |
variance2LTSigma |
Convert Matrices in Different Format |