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Ten quick tips for effective dimensionality reduction

Fig 8

Unstable eigenvalues.

When subsequent eigenvalues have close-to-equal values, PCA representation is unstable. PCA, principal component analysis.

doi: https://doi.org/10.1371/journal.pcbi.1006907.g008