Disease | Methods | ||||||||
---|---|---|---|---|---|---|---|---|---|
GCNGP | C-PUGP | DADA | HSSVM | GPEC | Arete | WCRSTAR | TLGP | GPrior | |
Pancreatitis | 93.65 | 87.58 | 85.19 | 79.24 | 66.86 | 72.39 | 81.10 | 90.01 | 86.25 |
Parkinson’s disease | 88.82 | 76.84 | 69.98 | 68.84 | 60.92 | 66.48 | 77.66 | 83.65 | 75.19 |
Celiac disease | 87.39 | 79.75 | 74.25 | 70.15 | 59.28 | 69.36 | 80.85 | 79.17 | 71.92 |
Atherosclerosis | 96.55 | 91.66 | 90.08 | 81.95 | 72.67 | 79.14 | 89.28 | 92.40 | 90.38 |
Esophageal cancer | 87.44 | 86.78 | 81.63 | 78.11 | 71.09 | 76.38 | 78.34 | 85.82 | 82.59 |
Crohn’s disease | 82.73 | 80.25 | 77.29 | 76.85 | 69.16 | 76.50 | 79.09 | 80.07 | 78.44 |
Breast cancer | 87.66 | 85.62 | 80.76 | 75.70 | 70.05 | 73.81 | 81.54 | 86.38 | 82.11 |
Alzheimer’s disease | 90.45 | 82.19 | 83.64 | 82.96 | 76.27 | 80.25 | 84.17 | 85.87 | 81.95 |
Ulcerative colitis | 79.36 | 78.46 | 77.96 | 71.27 | 69.91 | 72.74 | 75.52 | 77.98 | 75.16 |
Endometriosis | 96.05 | 90.44 | 88.32 | 85.50 | 70.85 | 81.65 | 87.76 | 91.16 | 89.18 |
Cirrhosis | 74.48 | 70.91 | 71.80 | 66.67 | 59.09 | 68.04 | 71.45 | 71.43 | 70.62 |
Myocardial infarction | 91.69 | 87.35 | 87.95 | 82.41 | 68.66 | 75.90 | 85.69 | 89.05 | 86.57 |
Tuberculosis | 95.35 | 91.80 | 89.15 | 80.29 | 71.18 | 79.82 | 90.13 | 92.34 | 90.48 |
Lymphoma | 92.81 | 88.39 | 85.78 | 82.33 | 73.06 | 82.66 | 89.92 | 89.15 | 86.39 |
Rheumatoid arthritis | 84.97 | 80.16 | 80.72 | 72.54 | 70.33 | 71.68 | 79.35 | 80.93 | 78.69 |
Asthma | 86.19 | 83.92 | 81.18 | 79.46 | 64.47 | 77.49 | 80.97 | 83.11 | 81.27 |
Average | 88.47 | 83.88 | 81.61 | 77.14 | 68.37 | 75.27 | 82.05 | 84.91 | 81.70 |