Last data update: 2014.03.03
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R: Class '"funcyOut"'
funcyOut-class | R Documentation |
Class "funcyOut"
Description
List entry of funcyOutList for an object created by calls to the function funcit .
Slots
control :Object of class funcyCtrl .
methodName :Name of the method.
kOut :Number of output clusters (can be smaller than
k, if method did not find k clusters).
dimBaseOut :Output dimensions of the basis functions
(only relevant if flexDim in funcyCtrl is TRUE ).
time :Vector of measurement time points.
cluster :Vector of cluster outcomes.
centers :Matrix of center functions with centers
stored in columns.
props :Vector of cluster proportions.
dist2centers :Distance to the centers. Matrix of
dimension nr_curves x nr_clusters.
cldist :Matrix of dimension nr_curves x 2. Distances
to closest and second closest cluster center.
calcTime :Calculation time, object of class "proc_time" .
plotParams :Plot parameters, only relevant for call to
plot .
correctCl :Numeric, Rand index if correct clusters
were given as input.
Objects of class funcyOut-iterSubspace inherit from
funcyOut and have the following additional slots:
groupDimBase :Cluster specific dimensions.
prms :List of model specific parameters.
nrIter :Number of iterations.
Object of class funcyOut-Mbc inherit from
funcyOut-iterSubspace and can have the following additional
slots:
probs :Class probabilities for each curve, matrix of
dimension nr_curves x nr_clusters.
AIC :AIC.
BIC :BIC.
loglik :Log-likelihood.
Objects of class funcyOutMbc-fclust inherit from
funcyOut-Mbc and can have the following additional slots:
fit :Output needed for the method specific plots.
Objects of class funcyOutMbc-fscm inherit from
funcyOut-Mbc and can have the following additional slots:
trends :Cluster trends.
location :Location matrix of the curves.
Author(s)
Christina Yassouridis
See Also
funcyOutList
Results
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