normals5 {clusterability} | R Documentation |

## 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

[Package

*clusterability*version 0.1.1.0 Index]