spectralClustering

A function to perform spectral clustering

spectralClustering(affinity, K = 20, delta = 1e-05)

Arguments

affinity	An affinity matrix
K	number of clusters
delta	delta

Value

A list indicates the spectral clustering results

Examples

data(sce_control_subset, package = "CiteFuse")
sce_control_subset <- CiteFuse(sce_control_subset)
#> Calculating affinity matrix 
#> Performing SNF  
SNF_W <- S4Vectors::metadata(sce_control_subset)[["SNF_W"]]
SNF_W_clust <- spectralClustering(SNF_W, K = 5)
#> Computing Spectral Clustering