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A schematic diagram of the split-sample cross-validation method in sPCA. X is the data matrix. Each subject is randomly assigned to one fold, X(f) denotes the data from the subjects assigned in f-fold data and X(f) denotes the data with X(f) excluded. The “+” superscript indicates the Moore-Penrose pseudoinverse.
