Efficacious Discriminant Analysis (Classifier) Measures for End Users

Table 5

and satisfy the four criteria and measurement theory criteria.

Criterion	Summary statistic
			TAR			MCC	IC	DOR	AUC
(1) Category impact	Yes	Yes	No	Not	No	No	No	No	No
(2) pdf sensitivity	Yes	Yes	Yes	Yes	Yes	Yes	Yes	Yes	No
(3) Perspective	Yes	Yes	No	No	No	No	No	Yes	No
(4) Relevance	Yes	Yes	No	No	No	No	No	No	No
Meaningful zero	Yes	Yes	No	No	Yes	Yes	Yes	No	No
Standard sequence	Yes	Yes	No	No	No	No	No	Yes	No