synthetic_clusters.int: Synthetic Interval Clusters Dataset

In dataSDA: Datasets and Basic Statistics for Symbolic Data Analysis

Synthetic Interval Clusters Dataset

Description

Synthetic interval-valued dataset with 125 observations in 5 groups of 25 each, described by 6 interval-valued variables and a cluster label. Designed for benchmarking interval data clustering algorithms.

Usage

data(synthetic_clusters.int)

Format

A symbolic data frame (symbolic_tbl) with 125 observations and 7 variables:

• V1 through V6: Six interval-valued variables.

• class: Cluster membership (1–5, set-valued).

Metadata

Sample size (n)	125
Variables (p)	7
Subject area	Methodology
Symbolic format	Interval
Analytical tasks	Clustering

Source

Extracted from symbolicDA package (data_symbolic).

References

Dudek, A. and Pelka, M. (2022). symbolicDA: Analysis of Symbolic Data. R package.

Examples

data(synthetic_clusters.int)

dataSDA documentation built on June 12, 2026, 9:06 a.m.