Table 3.
Precision | Recall | F1-Score | |||||||
---|---|---|---|---|---|---|---|---|---|
NC | MCI | AD | NC | MCI | AD | NC | MCI | AD | |
63 features | 92.9% | 86.5% | 97.9% | 91.2% | 96.5% | 74.1% | 92.0% | 91.2% | 84.4% |
29 features | 89.2% | 84.9% | 94.9% | 89.1% | 93.4% | 73.3% | 89.1% | 88.9% | 82.5% |
22 features | 88.3% | 83.9% | 93.9% | 87.9% | 93.3% | 70.5% | 88.0% | 88.3% | 80.3% |
NC (normal controls), MCI (mild cognitive impairment), and AD (Alzheimer’s disease).