Figure 2. How thresholds affect performance metrics.
A. A hypothetical experiment using a threshold to optimize the accuracy (89%). B. A hypothetical experiment using a threshold typical of a screen where the experiment focuses on capturing positives, but also captures a significant portion of negatives, labeled FP. C A hypothetical experiment where the dynamic range of the response variable is increased to separate positives and negatives.
