Extended Data Fig. 8: Effect of noise and data size on regression model performance.
From: Personalized lab test models to quantify disease potentials in healthy individuals
a) Shown is the r2 values for regression models, with variable degrees of noise, predicting lab test values two years forward in time for patients in different ages (X axis, female/male panels) using single time point single lab models (top) and mutli-lab single time point models (bottom). b) Similar to a, with variable data size used for model training, comparing all healthy, 50% down sampling of data and 10% down sampling of data.
