normals1 {clusterability}

Data generated from a single multivariate Normal distribution, 2 dimensions.

Description

A dataset containing 150 observations generated from a multivariate Normal distribution. The distribution has mean vector (0, 4), each variable has unit variance, and the variables are uncorrelated. This dataset is not clusterable.

Usage

normals1

Format

A data frame with 150 rows and 3 variables:

x

x variable

y

y variable

cluster

Distribution from which the observation was sampled

Details

The cluster variable is 1 for all observations because all were sampled from the same distribution. Remove the variable before using the dataset in any tests.