Description Usage Arguments Details Value Author(s) References Examples

`denpoints`

Estimates the densities values of a sample.

1 | ```
denpoints(x, k = 4)
``` |

`x` |
A distance matrix calculated on |

`k` |
The number of nearest neighbors to calculate local point density |

For a fixed `y`

, density of `y`

is defined as the sum of `distance(y,z)`

on all `z`

that are the k-nearest neighbors of `y`

`dpoints` |
A real vector containing the density values for each point |

Juan Domingo Gonzalez <juanrst@hotmail.com>

Hasan AM, et al. Robust partitional clustering by outlier and density insensitive seeding. Pattern Recognition Letters, 30(11), 994-1002, 2009.

1 2 3 4 5 6 7 8 9 10 11 |

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