Table 11.
The results for iris database.
| Trial | Images | Number of hidden layers and number of neurons | Persons per module | Rec. rate |
Error | |
|---|---|---|---|---|---|---|
| Training | Testing | |||||
| 1 | 79% (1, 2, 3, 5, 6, 8, 10, 11, 12, 13, and 14) |
21% (4, 7, and 9) |
5 (133, 205, 93, 203, 184) 4 (112, 198, 134, 97) 5 (39, 159, 68, 76, 119) 2 (158, 148) 5 (183, 139, 135, 51, 72) 4 (224, 168, 148, 195) 5 (152, 170, 65, 47, 55) 5 (114, 218, 162, 85, 107) 3 (86, 205, 172) |
Module #1 (1 to 15) Module #2 (16 to 22) Module #3 (23 to 34) Module #4 (35 to 45) Module #5 (46 to 47) Module #6 (48 to 49) Module #7 (50 to 64) Module #8 (65 to 74) Module #9 (75 to 77) |
99.57% (230/231) |
0.0043 |
|
| ||||||
| 2 | 75% (2, 3, 4, 5, 6, 8, 9, 10, 12, 13, and 14) |
25% (1, 7, and 11) |
5 (97, 66, 149, 117, 144) 5 (69, 210, 77, 70, 203) 4 (159, 102, 153, 152) 5 (35, 171, 134, 124, 101) 3 (167, 166, 169) 5 (198, 64, 80, 176, 131) 3 (81, 80, 227) 4 (106, 114, 89, 148) |
Module #1 (1 to 4) Module #2 (5 to 15) Module #3 (16 to 23) Module #4 (24 to 31) Module #5 (32 to 46) Module #6 (47 to 58) Module #7 (59 to 62) Module #8 (63 to 77) |
100% (231/231) |
0 |
|
| ||||||
| 6 | 76% (1, 2, 3, 4, 5, 6, 8, 9, 12, 13 and, 14) |
24% (7, 10, and 11) |
4 (73, 210, 138, 49) 5 (119, 161, 63, 96, 112) 3 (180, 135, 77) 5 (124, 164, 177, 216, 94) 5 (129, 123, 215, 88, 100) 5 (65, 89, 69, 144, 80) 5 (67, 110, 112, 200, 134) 3 (86, 72, 160) |
Module #1 (1 to 3) Module #2 (4 to 13) Module #3 (14 to 30) Module #4 (31 to 40) Module #5 (41 to 51) Module #6 (52 to 60) Module #7 (61 to 65) Module #8 (66 to 77) |
99.57% (230/231) |
0.0043 |
|
| ||||||
| 7 | 78% (1, 2, 3, 4, 5, 6, 7, 8, 10, 11, and 13) |
22% (9, 12, and 14) |
5 (168, 99, 94, 156, 175) 4 (90, 122, 124, 122) 5 (129, 32, 159, 174, 50) 4 (218, 93, 237, 71) 5 (117, 36, 167, 143, 52) 5 (135, 60, 226, 140, 112) 5 (169, 117, 95, 36, 96) 5 (97, 71, 225, 147, 176) 3 (162, 170, 139) |
Module #1 (1 to 4) Module #2 (5 to 16) Module #3 (17 to 20) Module #4 (21 to 37) Module #5 (38 to 46) Module #6 (47 to 51) Module #7 (52 to 71) Module #8 (72 to 73) Module #9 (74 to 77) |
99.57% (230/231) |
0.0043 |
|
| ||||||
| 11 | 78% (1, 2, 3, 4, 5, 6, 7, 8, 10, 13, and 14) |
22% (9, 11, and 12) |
5 (86, 162, 217, 168, 168) 4 (167, 189, 62, 193) 5 (115, 53, 154, 105, 79) 3 (62, 89, 134, 87)4 (119, 142, 105, 204) 3 (128, 115, 175, 127)5 (147, 197, 61, 110, 217) 3 (142, 164, 96, 141) 5 (140, 104, 57, 108, 122) |
Module #1 (1 to 4) Module #2 (5 to 8) Module #3 (9 to 16) Module #4 (17 to 32) Module #5 (33 to 39) Module #6 (40 to 46) Module #7 (47 to 57) Module #8 (58 to 68) Module #9 (69 to 77) |
100% (231/231) |
0 |