# Function to Generate Data According to the Supcluster Model

### Description

Generates cluster data according to the used for supervised clustering

### Usage

1 2 | ```
generate.cluster.data(ratio,npats=80,clusts=c(12,8,12,12,6),
sig=1,gamma=1,beta=c(-5,-2.5,0,2.5,5))
``` |

### Arguments

`ratio` |
The ratio |

`npats` |
Number of observations in the data set. |

`clusts` |
The cluster identity of the features |

`sig` |
The error variance of the features. |

`gamma` |
The error variance of the outcome. |

`beta` |
The value of the regression coefficients |

### Value

A data frame which is `npats`

times `ngens+1`

the last column is the outcome.

### Author(s)

David A. Schoenfeld

### See Also

`supcluster`