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Scatter plot of SBP within our sample and predicted SBP of the XGBoost algorithm. Actual SBP of each subject within our sample plot along the y-axis and predicted SBP from our model across the x-axis (in mmHg). The colour gradient of each point denotes the density of participants within a particular region of the plot.
