Figure 5From: Statistical learning techniques applied to epidemiology: a simulated case-control comparison study with logistic regressionEmpirical conditional probability function estimation. This figure demonstrates the numerical estimate of Pr(class = 1|z), where z is the statistical learning method output score using both risk factors and Pr denotes probability. The predictive capacity of the SL method is indicated by the rapid approach to Pr = 1 with increasing z (z ≈ 0.82).Back to article page