Description Usage Arguments Details Value Author(s) References Examples

View source: R/consensus_evaluate.R

Compute the compactness validity index for a clustering result.

1 |

`data` |
a dataset with rows as observations, columns as variables |

`labels` |
a vector of cluster labels from a clustering result |

This index is agnostic to any reference clustering results, calculating cluster performance on the basis of compactness and separability. Smaller values indicate a better clustering structure.

the compactness score

Derek Chiu

MATLAB function `valid_compactness`

by Simon Garrett in
LinkCluE

1 2 3 4 5 6 |

```
[1] 24.13164
```

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