GolfBall: GolfBall introduced in [Ultsch, 2005]

In FCPS: Fundamental Clustering Problems Suite

GolfBall introduced in [Ultsch, 2005]

Description

No clusters at all. Detailed description of dataset and its clustering challenge is provided in [Thrun/Ultsch, 2020].

Usage

data("GolfBall")

Details

Size 4002, Dimensions 3, stored in GolfBall$Data

Classes 1, stored in GolfBall$Cls

References

[Ultsch, 2005] Ultsch, A.: Clustering wih SOM: U* C, Proc. Proceedings of the 5th Workshop on Self-Organizing Maps, Vol. 2, pp. 75-82, 2005.

[Thrun/Ultsch, 2020] Thrun, M. C., & Ultsch, A.: Clustering Benchmark Datasets Exploiting the Fundamental Clustering Problems, Data in Brief, Vol. 30(C), pp. 105501, \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1016/j.dib.2020.105501")}, 2020.

Examples

data(GolfBall)
str(GolfBall)

FCPS documentation built on Oct. 19, 2023, 5:06 p.m.