A Novel SVM Network Using HOG Feature for Prohibition Traffic Sign Recognition

Table 6

The test result based on the data of GTSRB.

Class ID	Number of samples	Number of samples recognized	Correct rate	Final value of constraint parameter	Index of constraint parameter
00000	13	11	84.62%	0.9	1
00001	135	113	83.70%	4.1	2
00002	118	97	82.20%	3.0	3
00003	75	68	90.67%	1.0	4
00004	120	110	91.67%	8.6	5
00005	100	84	84.00%	8.3	6
00006	28	26	92.86%	0.6	7
00007	90	84	93.33%	4.3	8
00008	66	54	81.82%	5.3	9
00009	109	105	96.33%	0.8	10
00010	156	147	94.23%	4.3	11
00015	45	44	97.78%	0.2	12
00016	41	41	100.00%	0.2	13
00017	93	93	100.00%	0.2	14
00032	15	14	93.33%	2.1	15
00041	11	10	90.91%	1.3	16
00042	24	23	95.83%	0.5	17
Total	1239	1124	90.72%