calculate_stability_measures {bootcluster} | R Documentation |
Calculate Stability Measures for a Clustering Method
Description
Calculate Stability Measures for a Clustering Method
Usage
calculate_stability_measures(
x,
k,
scheme,
B = 100,
n_ref = 3,
hc.method = "ward.D",
dist_method = "euclidean"
)
Arguments
x |
Input data matrix |
k |
Number of clusters |
scheme |
Clustering scheme ("kmeans", "hc", or "spectral") |
B |
Number of bootstrap samples |
n_ref |
Number of reference distributions |
hc.method |
Hierarchical clustering method |
dist_method |
Distance method |
Value
List containing stability measures and clustering results
[Package bootcluster version 0.4.2 Index]