Classifying High-Dimensional Patterns Using a Fuzzy Logic Discriminant Network

Table 4

Validation patterns (𝐗^𝑉) confusion matrices for benchmark classifiers using averaged features.

No. Features	Desired versus Predicted	SVM			LDA
		Normal	Abnormal	𝑃𝑂	Normal	Abnormal	𝑃𝑂
4255	Normal	33	16	0.64	30	19	0.60
	Abnormal	9	12		9	12
851	Normal	35	14	0.70	35	14	0.71
	Abnormal	7	14		7	14
185	Normal	38	11	0.77	37	12	0.74
	Abnormal	5	16		6	15
115	Normal	37	12	0.76	37	12	0.73
	Abnormal	5	16		7	14
37	Normal	35	14	0.70	36	13	0.69
	Abnormal	7	14		9	12
23	Normal	35	14	0.70	35	14	0.71
	Abnormal	7	14		7	14
5	Normal	30	19	0.60	30	19	0.60
	Abnormal	9	12		9	12