run

Import in python using from mcot.core._scripts.parcel.cluster import run

mcot.core._scripts.parcel.cluster.run(surface, features, metric='spearman', method='spectral', n_clusters=10)

Clusters the surface based on the provided features

Parameters:

• surface – anatomical surface with N vertices
• features – (M, N) array of surface features
• metric – which metric to use for the similarity between neighbouring vertices
• method – clustering method (‘spectral’, ‘affinity’, or ‘DBSCAN’)
• n_clusters – number of clusters

Returns:

(N, ) integer array of labels