"funcyOut"List entry of funcyOutList for an object created by calls to the function funcit.
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.
Christina Yassouridis and Dominik Ernst and Friedrich Leisch. Generalization, Combination and Extension of Functional Clustering Algorithms: The R Package funcy. Journal of Statistical Software. 85 (9). 1--25. 2018