DSCoV Workshop: Dimensionality reduction, visualization, and clustering of genomic data
Data Science Institute, Brown University · 52:57 · Watch on YouTube
Dimensionality reduction is a choice about which property of the same data to keep: PCA keeps global variance and interpretable linear distances, t-SNE and UMAP keep local neighborhoods at the cost of tearing long-ran...