metaClustering_consensus {FlowSOM} | R Documentation

## MetaClustering

### Description

Cluster data using hierarchical consensus clustering with k clusters

### Usage

    metaClustering_consensus(data, k = 7, seed = NULL)

### Arguments

`data` | Matrix containing the data to cluster
`k` | Number of clusters
`seed` | Seed to pass to consensusClusterPlus

### Value

Numeric array indicating cluster for each datapoint

### See Also

`MetaClustering`

### Examples

       # Read from file, build self-organizing map and minimal spanning tree
       fileName <- system.file("extdata", "68983.fcs", package="FlowSOM")
       flowSOM.res <- ReadInput(fileName, compensate=TRUE,transform=TRUE,
                                scale=TRUE)
       flowSOM.res <- BuildSOM(flowSOM.res,colsToUse=c(9,12,14:18))
       flowSOM.res <- BuildMST(flowSOM.res)

       # Apply consensus metaclustering
       metacl <- metaClustering_consensus(flowSOM.res$map$codes,k=10)

[Package FlowSOM version 1.19.4 Index]