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Description of the manifold data generation process. Figure E.7a shows how each triplet is constructed in a manner to provide an interaction that simultaneously involves 3 variables and does not decompose into their pairwise interactions. A scatter plot of a 3 triplet dataset can reveal some structure, but correlation matrix (Figure E.7c) remains completely insensitive.
