Towards Application of One-Class Classification Methods to Medical Data

Table 3

For Statlog (heart) data set and using the typicality approach, false and true positive, and negative values, for a fixed False Alarm Rate equal to 0.1.

Target class	Classified as	Tested classes
		Absence	Presence
Absence	Target	135/150	41/120
	Nontarget	15/150	79/120
Target class	Classified as	Tested classes
		Presence	Absence
Presence	Target	110/120	68/150
	Nontarget	10/120	82/150