funcyOutList: Class '"funcyOutList"'

In funcy: Functional Clustering Algorithms

Description

Return object, created by calls of the function funcit.

Slots

call:

Method call of funcit.

models:

List of all funcyOut-objects.

data:

Input data.

timeNr:

Number of time points.

reg:

Regular or irregular data (see formatFuncy).

k:

Number of clusters.

methodName:

Method names.

allClusters:

Matrix of all cluster results. Result for each method in column.

randIndex:

Matrix of Rand indices showing the similarity between the methods. If true cluster membership was given, correct classification on diagonal.

votedCluster:

Cluster, which majority of methods voted for.

accordance:

Percentage of methods voting for the voted Cluster.

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

funcyOut

Examples

set.seed(2808)
ds <- sampleFuncy(obsNr=30, k=4, timeNr=7)
data <- Data(ds)
clusters <- Cluster(ds)

res <- funcit(data=data, clusters=clusters, seed=2808,
              methods=c(1,2,3,5,6,7), k=4, parallel=TRUE)
class(res)
summary(res)

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