表 6. Comparison of classification accuracy.
分类准确率对比
| 实验 | 模型 | ||
| PCA + SVM | 2DCNN | 2DCNN +
Ensemble |
|
| AD vs. HC | 0.76 ± 0.11 | 0.77 ± 0.07 | 0.81 ± 0.03 |
| MCIc vs. HC | 0.72 ± 0.12 | 0.74 ± 0.07 | 0.79 ± 0.04 |
| MCIc vs. MCInc | 0.66 ± 0.16 | 0.55 ± 0.09 | 0.62 ± 0.06 |
分类准确率对比
| 实验 | 模型 | ||
| PCA + SVM | 2DCNN | 2DCNN +
Ensemble |
|
| AD vs. HC | 0.76 ± 0.11 | 0.77 ± 0.07 | 0.81 ± 0.03 |
| MCIc vs. HC | 0.72 ± 0.12 | 0.74 ± 0.07 | 0.79 ± 0.04 |
| MCIc vs. MCInc | 0.66 ± 0.16 | 0.55 ± 0.09 | 0.62 ± 0.06 |