drcme.post_gmm_merging.order_new_labels

drcme.post_gmm_merging.order_new_labels(new_labels, tau_merged, data)

Reorder cluster labels by similarity of centroids

Parameters

• new_labels (array) – Cluster labels for samples

• tau_merged (array) – Cluster membership probability matrix to be reordered

• data (array) – Data matrix

Returns

• new_labels_reorder (list) – Cluster labels for samples after labels have been reordered

• tau_merged (array) – Cluster membership probability matrix following new cluster order

• new_labels_reorder_dict (dict) – Mapping from previous labels (keys) to newly orderered labels (values)

• leaves (array) – Original labels as leaves of hierarchical clustering of centroids