Efficacious Discriminant Analysis (Classifier) Measures for End Users

Figure 2

In contrast to shows that , sensitivity, and expected impact can vary considerably. -score does not reveal this information.

(a) Varying does impact the F-score. However, are essentially the same

(b) is tunable to the end user’s situation. End users can readily identify , sensitivity, and the expected impact the classifier will have on their problem. In some cases, the end user could experience a negative result. This is reflected in ; F-score cannot show this information