. 2015 Jul 3;29(1):104–114. doi: 10.1007/s10278-015-9807-3

Table 1.

Classification performance for Fixed- and Ground Truth-Size ROIs from MIAS Database

Sr. no.	Size of ROI	AD	Non-AD	Kernel	Confusion matrix		Sensitivity (%)	Specificity (%)	Accuracy (%)	A _z	F-score	Y index
1	Fixed size	13	36	Linear	11(TP)	16(FP)	84.61	55.55	63.26	0.77	0.55	0.40
1	Fixed size	13	36	Linear	02(FN)	20(TN)	84.61	55.55	63.26	0.77	0.55	0.40
2	Fixed size	13	36	RBF	12(TP)	14(FP)	92.30	61.11	69.38	0.91	0.61	0.53
2	Fixed size	13	36	RBF	01(FN)	22(TN)	92.30	61.11	69.38	0.91	0.61	0.53
3	Fixed size	13	36	Polynomial	12(TP)	11(FP)	92.30	69.44	75.51	0.87	0.67	0.61
3	Fixed size	13	36	Polynomial	01(FN)	25(TN)	92.30	69.44	75.51	0.87	0.67	0.61
4	Ground Truth	07	36	Linear	05(TP)	01(FP)	71.42	97.22	93.02	0.95	0.76	0.68
4	Ground Truth	07	36	Linear	02(FN)	35(TN)	71.42	97.22	93.02	0.95	0.76	0.68
5	Ground truth	07	36	RBF	06(TP)	01(FP)	85.71	97.22	95.34	0.98	0.85	0.82
5	Ground truth	07	36	RBF	01 FN)	35(TN)	85.71	97.22	95.34	0.98	0.85	0.82
6	Ground truth	07	36	Polynomial	06(TP)	01(FP)	85.71	97.22	95.34	0.98	0.85	0.82
6	Ground truth	07	36	Polynomial	01(FN)	35(TN)	85.71	97.22	95.34	0.98	0.85	0.82