From: Using gene expression data to identify certain gastro-intestinal diseases
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 |