Lsun3D: Lsun3D inspired by FCPS

Description Usage Details References Examples

Description

clearly defined clusters, different variances

Usage

1
data("Lsun3D")

Details

Size n=404, Dimensions d=3

Dataset defined discontinuites, where the clusters have different variances. Three main Clusters, and four Outliers (in Cluster 4), see [Thrun, 2018]

References

[Thrun, 2018] Thrun, M. C.: Projection Based Clustering through Self-Organization and Swarm Intelligence, doctoral dissertation 2017, Springer, ISBN: 978-3-658-20540-9, Heidelberg, 2018.

Examples

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data(Lsun3D)
str(Lsun3D)
Cls=Lsun3D$Cls
Data=Lsun3D$Data

DataVisualizations documentation built on Jan. 16, 2021, 5:45 p.m.