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methods to find optimal number of clusters #42

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@alvchiu

Is there a way to find the optimal number of clusters to use for raster map?

I considered calculating the silhouette score since the required inputs would be model.Usv (data points) and model.embedding_clust( (labels), however using the method on the dataset in rastermap_largescale.ipynb yielded a silhouette score close to 0.

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