To further aid in the visualization of the similarities between fingerprints, we constructed a Minimum Spanning Tree (MST) from the correlation matrix (Figure ). The Minimum Spanning Tree was performed by calculating the Pearson correlation distance from the correlation matrix (Figure ), as = 1 -𝐂 , where 𝐂 is the correlation matrix with all positive values.