splitClusters {MetaNeighbor} | R Documentation |
This function computes hierarchical clustering to group similar clusters, interpreting the AUROC matrix as a similarity matrix, then uses a standard tree cutting algorithm to obtain groups of similar clusters. Note that the cluster hierarchy corresponds exactly to the dendrogram shown when using the plotHeatmap function.
splitClusters(mn_scores, k)
mn_scores |
A symmetric AUROC matrix as generated by MetaNeighborUS. |
k |
The number of desired cluster sets. |
A list of cluster sets, each cluster set is a character vector containg cluster labels.