Efficacious Discriminant Analysis (Classifier) Measures for End Users

Table 3

None of the summary statistics considered satisfy all four criteria.

	Summary statistic
	TAR	-score	Youden	MCC	IC	DOR	AUC
Criterion  : category impacts	No	Partial	No	No	No	No	No
Criterion  : pdf sensitivity	Yes	Yes	Yes	Yes	Yes	Yes	No
Criterion  : perspective	No	No	No	No	No	Yes	No
Criterion  : relevance	No	No	No	No	No	No	No
Meaningful zero	No	No	Yes	Yes	Yes	No	No
Standard sequence	No	No	No	No	No	Yes	No