Hyperparameters for functional cluster algorithms.
Objects from the Class
Objects can be created by calls of the form new("funcyCtrl"). In addition, named lists can be
coerced to funcyCtrl objects, names are completed if unique (see examples).
Slots
Objects of class funcyCtrl have the following slots:
baseType:
Type of basis functions, one of "eigenbasis", "splines",
"exponential",
"fourier" or
"power".
dimBase:
Dimension of the basis functions.
flexDim:
If TRUE, dimension can vary between
clusters (if supported by the algorithm). dimBase is therefore the
maximum dimension.
init:
Algorithm for initial clustering, one of
"kmeans", "random" or "hclust".
nrep:
Number of replications for initial clustering.
seed:
Seed number.
thd:
Threshold if fpca was integrated into method.
redDim:
Reduced dimension if coefficients are additionally projected onto lower subspace.
Objects of class funcyCtrlMbc inherit from
funcyCtrl and have the following additional slots: