normals5 {clusterability}

Data generated from a mixture of three multivariate Normal distributions, 3 dimensions. A dataset containing 150 observations generated from a mixture of three multivariate Normal distributions. 50 observations come from a distribution with mean vector (1, 3, 3), 50 observations come from a distribution with mean vector (4, 6, 0), and 50 observations come from a distribution with mean vector (2, 8, -3). For each distribution, the variables each have unit variance and are uncorrelated. The dataset is clusterable.

Description

Remove the cluster variable before using the dataset in any tests.

Usage

normals5

Format

A data frame with 150 rows and 4 variables:

x

x variable

y

y variable

z

z variable

cluster

Distribution from which the observation was sampled