Table 7.

Classification results from leave-one-out cross-validation on urine samples from patients with bladder cancer and patients with haematuria and or prostatic symptoms. LDA = linear discriminant analysis; and SVM-P = support vector machine.

Linear discriminant analysis (LDA)
	Bladder cancer	Control
Bladder cancer	23	1	Sensitivity =	95.8%
Control	1	72	Specificity =	98.6%
Support vector machine polynomial (SVM-P)
	Bladder cancer	Control
Bladder cancer	23	1	Sensitivity =	95.8%
Control	0	73	Specificity =	100.0%