consensus_matrix {SC3} | R Documentation |
Consensus matrix is calculated using the Cluster-based Similarity Partitioning Algorithm (CSPA). For each clustering solution a binary similarity matrix is constructed from the corresponding cell labels: if two cells belong to the same cluster, their similarity is 1, otherwise the similarity is 0. A consensus matrix is calculated by averaging all similarity matrices.
consensus_matrix(clusts)
clusts |
a matrix containing clustering solutions in columns |
consensus matrix