Table 3.
Overall accuracy in total, training and validation sets by SVM #2 method
|
TOTAL SET |
TRAINING SET |
VALIDATION SET |
|||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Tc* | Ti† | TOTAL‡ | %I§ | Tc | Ti | TOTAL | %I | Tc | Ti | TOTAL | %I |
| 80% IBS-C (RBF kernel) | |||||||||||
| 152 |
8 |
160 |
5 |
124 |
3 |
127 |
2 |
28 |
4 |
33 |
12 |
| 80% IBD-C (RBF kernel) | |||||||||||
| 207 |
2 |
209 |
1 |
160 |
0 |
166 |
0 |
41 |
2 |
43 |
4 |
| 80% IBD-IBS (RBF kernel) | |||||||||||
| 139 |
4 |
143 |
3 |
111 |
1 |
113 |
1 |
27 |
3 |
30 |
10 |
| 60% CD-UC (RBF kernel) | |||||||||||
| 77 |
7 |
85 |
9 |
47 |
4 |
51 |
8 |
31 |
3 |
34 |
11 |
| 60% IBS-C (polynomial) | |||||||||||
| 150 |
10 |
160 |
6 |
91 |
4 |
95 |
4 |
59 |
6 |
65 |
9 |
| 60% IBD-C (polynomial) | |||||||||||
| 195 |
14 |
209 |
7 |
88 |
7 |
95 |
7 |
107 |
7 |
114 |
6 |
| 60% IBD-IBS (polynomial) | |||||||||||
| 124 |
19 |
143 |
13 |
78 |
8 |
85 |
8 |
46 |
11 |
58 |
19 |
| 60% CD-UC (polynomial) | |||||||||||
| 76 | 9 | 85 | 10 | 47 | 4 | 50 | 8 | 30 | 5 | 35 | 14 |
*Tc, total number correct in designated set.
†Ti, total number incorrect in designated set.
‡Total, total number of cases and controls analyzed in designated set.
§% I, incorrect percentage of case:control calls in designated set.