---
name: "mlpack_kmeans"
section: "3"
platform: "linux"
package: "mlpack-doc"
version: "1.0.10-1"
release: "Debian 8 (Jessie)"
platforms: ["linux"]
url: "https://new.carta.tech/mlpack_kmeans/3"
---

# mlpack\_kmeans(3)

K-Means clustering.

## NAME

mlpack::kmeans -

K-Means clustering.

## SYNOPSIS

### Classes

class **AllowEmptyClusters**\
 *Policy which allows K-Means to create empty clusters without any error being reported.*  class **KMeans**\
 *This class implements K-Means clustering.*  class **MaxVarianceNewCluster**\
 *When an empty cluster is detected, this class takes the point furthest from the centroid of the cluster with maximum variance as a new cluster.*  class **RandomPartition**\
 *A very simple partitioner which partitions the data randomly into the number of desired clusters.*  class **RefinedStart**\
 *A refined approach for choosing initial points for k-means clustering.*

## Detailed Description

K-Means clustering.

## Author

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