Predicted vs Actual Plots

• Predicted vs Actual Plot: Scatter of model predictions vs observed values
• 45° line = perfect match of prediction and actual (very rare!)
• Near line = predictions close to true values (high accuracy)
• Far off line = larger errors, indicators performing less well
• Can reveals patterns of bias: e.g. consistent under-prediction or over-prediction

Example body fat prediction model