scheme_sub_hc {bootcluster} | R Documentation |
Subsampling-based Hierarchical Clustering
Description
Subsampling-based Hierarchical Clustering
Usage
scheme_sub_hc(
df,
nk,
B = 20,
cut_ratio = 0.5,
hc.method = "ward.D",
dist_method = "euclidean"
)
Arguments
df |
data.frame or matrix of the dataset |
nk |
number of clusters |
B |
number of bootstrap samples |
cut_ratio |
ratio for subsampling (default: 0.5) |
hc.method |
hierarchical clustering method (default: "ward.D") |
dist_method |
distance method (default: "euclidean") |
Value
List containing clustering results and stability measures
[Package bootcluster version 0.4.1 Index]