B5_data: B5 Artificial Dataset

In BayesCVI: Bayesian Cluster Validity Index

B5 Artificial Dataset

Description

A 2-dimensional dataset from Wiroonsri and Preedasawakul (2024) generated from 7 different Gaussian and 2 Uniform distributions labeled as 1-9.

Usage

B5_data

Format

A data frame with 1820 data points and 3 variables

x

Numeric values generated from Gaussian and Uniform distributions

y

Numeric values generated from Gaussian and Uniform distributions

label

Categorical labels 1,2,3,4,5,6,7,8,9

Author(s)

Nathakhun Wiroonsri and Onthada Preedasawakul

References

O. Preedasawakul, and N. Wiroonsri, A Bayesian Cluster Validity Index, Computational Statistics & Data Analysis, 202, 108053, 2025. \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1016/j.csda.2024.108053")}

See Also

B4_data, B6_data, B_WP.IDX, B_Wvalid, B_XB.IDX

BayesCVI documentation built on Sept. 11, 2024, 8:28 p.m.