Table 2:
Percent accuracy by disease for each model.Boldface indicates the model(s) with the highest score in the category.
| Accuracy (%) | |||
|---|---|---|---|
| Disease | GCN (n=30) | DNN (n=30) | RF (n=20) |
| Healthy | 91 ± 1 | 87 ± 1 | 99 ± 0 |
| Colorectal Cancer (CRC) | 36 ± 2 | 35 ± 2 | 19 ± 2 |
| Type 2 Diabetes (T2D) | 39 ± 3 | 40 ± 3 | 08 ± 1 |
| Rheumatoid Arthritis (RA) | 73 ± 4 | 79 ± 2 | 80 ± 3 |
| Hypertension | 56 ± 3 | 55 ± 3 | 56 ± 3 |
| Inflammatory Bowel Disease (IBD) | 40 ± 3 | 40 ± 3 | 07 ± 1 |
| Adenoma | 15 ± 2 | 13 ± 2 | 04 ± 1 |
| Otitis | 12 ± 3 | 13 ± 2 | 00 ± 0 |
| Hepatitis B Virus (HBV) | 62 ± 3 | 59 ± 3 | 80 ± 4 |
| Fatty Liver | 32 ± 4 | 22 ± 2 | 02 ± 1 |
| Psoriasis | 67 ± 4 | 63 ± 4 | 51 ± 5 |
| Type 1 Diabetes (T1D) | 37 ± 7 | 41 ± 7 | 25 ± 6 |
| Metabolic Syndrome | 52 ± 6 | 50 ± 4 | 08 ± 3 |
| Impaired Glucose Tolerance (IGT) | 12 ± 3 | 18 ± 3 | 00 ± 0 |
| Periodontitis | 93 ± 2 | 93 ± 3 | 93 ± 3 |
| Atopic Dermatitis (AD) | 80 ± 6 | 78 ± 6 | 82 ± 6 |
| C dificile infection (CDI) | 67 ± 7 | 53 ± 5 | 54 ± 9 |
| Infectious Gastroenteritis | 08 ± 4 | 09 ± 5 | 01 ± 2 |
| Bronchitis | 02 ± 3 | 05 ± 4 | 0 ± 0 |
| Average | 46 ± 27 | 45 ± 12 | 35 ± 14 |