Table 9.
The results for face database (test #2, ORL).
| Trial | Images | Number of hidden layers and number of neurons | Persons per module |
Rec. rate |
Error | |
|---|---|---|---|---|---|---|
| Training | Testing | |||||
| 1 | 50% (2, 3, 4, 7, and 9) |
50% (1, 5, 6, 8 and, 10) |
5 (139, 149, 64, 49, 69) 5 (112, 89, 137, 112, 203) 5 (109, 141, 115, 142, 206) 5 (69, 183, 84, 33, 233) 5 (43, 127, 176, 236, 39) 5 (124, 192, 92, 92, 193) 5 (70, 188, 227, 165, 98) 5 (75, 79, 128, 171, 159) |
Module #1 (1 to 5) Module #2 (6 to 12) Module #3 (13 to 17) Module #4 (18 to 22) Module #5 (23 to 30) Module #6 (31 to 34) Module #7 (35 to 36) Module #8 (37 to 40) |
99% (198/200) |
0.0100 |
|
| ||||||
| 2 | 50% (1, 2, 4, 5, and 7) |
50% (3, 6, 8, 9 and, 10) |
5 (141, 99, 172, 88, 81) 4 (198, 101, 244, 148) 5 (159, 31, 175, 125, 168) 5 (31, 90, 125, 116, 111) 5 (102, 107, 110, 87, 21) 5 (113, 78, 55, 184, 209) 5 (248, 108, 150, 88, 40) 4 (119, 136, 90, 126) 3 (213, 71, 127) 4 (207, 131, 182, 48) |
Module #1 (1 to 7) Module #2 (8 to 12) Module #3 (13 to 15) Module #4 (16 to 18) Module #5 (19 to 21) Module #6 (22 to 23) Module #7 (24 to 30) Module #8 (31 to 33) Module #9 (34 to 38) Module #10 (39 to 40) |
98.50% (197/200) |
0.0150 |
|
| ||||||
| 3 | 50% (3, 5, 7, 8, and 10) |
50% (1, 2, 4, 6, and 9) |
4 (60, 37, 220, 169) 5 (84, 106, 155, 187, 182) 5 (33, 222, 144, 23, 123) 5 (199, 85, 38, 78, 103) 5 (63, 143, 89, 191, 93) 5 (122, 189, 135, 95, 181) 5 (91, 194, 227, 119, 130) 3 (188, 124, 238) 5 (44, 105, 217, 102, 199) 5 (114, 129, 24, 140, 208) |
Module #1 (1 to 2) Module #2 (3 to 7) Module #3 (8 to 10) Module #4 (11 to 16) Module #5 (17 to 21) Module #6 (22 to 23)Module #7 (24 to 27) Module #8 (28 to 31) Module #9 (32 to 35) Module #10 (36 to 40) |
98% (196/200) |
0.0200 |
|
| ||||||
| 4 | 50% (3, 4, 7, 9, and 10) |
50% (1, 2, 5, 6 and 8) |
5 (52, 173, 68, 176, 133) 5 (143, 202, 54, 67, 55) 5 (82, 142, 191, 47, 183) 5 (205, 115, 95, 143, 218)5 (95, 142, 73, 47, 117) 5 (182, 86, 87, 113, 102) 5 (40, 115, 98, 95, 120) 5 (196, 181, 82, 69, 154) 5 (97, 117, 142, 216, 65) 5 (153, 155, 91, 48, 124) |
Module #1 (1 to 3) Module #2 (4 to 6) Module #3 (7 to 9) Module #4 (10 to 13) Module #5 (14 to 15) Module #6 (16 to 22) Module #7 (23 to 27) Module #8 (28 to 31) Module #9 (32 to 35) Module #10 (36 to 40) |
99% (198/200) |
0.0100 |
|
| ||||||
| 5 | 50% (2, 3, 5, 8, and 9) |
50% (1, 4, 6, 7, and 10) |
5 (128, 150, 50, 26, 73) 5 (145, 149, 49, 69, 58) 5 (129, 58, 124, 86, 70) 5 (127, 69, 126, 139, 69) 5 (33, 174, 146, 137, 218) 5 (137, 95, 232, 187, 97) 5 (101, 104, 158, 66, 95) 5 (142, 207, 48, 140, 51) 5 (79, 157, 191, 129, 222) 5 (199, 102, 148, 103, 49) |
Module #1 (1 to 2) Module #2 (3 to 4) Module #3 (5 to 13) Module #4 (14 to 18) Module #5 (19 to 20) Module #6 (21 to 25) Module #7 (26 to 30) Module #8 (31 to 33) Module #9 (34 to 35) Module #10 (36 to 40) |
98% (196/200) |
0.0200 |