Description Usage Arguments Value Author(s) See Also Examples
Full covariance Gaussian mixture modelling based on the nethet package. The wrapper performs multiple restarts in case true labels are provided (in order to optimise cluster assignments w.r.t. the Rand index).
1 2 | GMMwrapper(xx, k, criterion = "mmdl", true_labels = NULL,
verbose = FALSE)
|
xx |
The data matrix (n x p). |
k |
The number of clusters. |
criterion |
Optimisation criterion ( |
true_labels |
Vector of true cluster assignments (when provided, it is used to compute the Rand index). |
verbose |
Logical, when true: print progress information. |
model_fit |
Model fit (output of |
aRI |
Adjusted Rand index (when |
Bernd Taschler: bernd.taschler@dzne.de
MCAPfit
,
OptDimClusterStability
,
ClusterStability
1 2 | ## standard Normal 100x5 matrix, 2 clusters:
GMMwrapper(xx = matrix(rnorm(500),100), k = 2)
|
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