funcyOut-class: Class '"funcyOut"'

In funcy: Functional Clustering Algorithms

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

References

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

See Also

funcyOutList

funcy documentation built on May 2, 2019, 9:22 a.m.