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Subtyping - Coggle Diagram
Subtyping
What unsupervised algorithms to use?
K-means
DBSCAN/OPICT
How to evaluate performance?
Internal
Silhouette width
Dunn index
External
Rand index
Relative
Varies number of cluster number
What feature to use?
Single-View
Behavioural data
Genetic data
Imaging data
Mutiple-view
CCA
PLS
Fusion
What space to perform clustering?
Orignal data space
Low-dimentional space
How to show the cluster makes sense and is replicated?
