Table 3 Comparison between CAPCBAM Model and basic transfer learning Models.
From: Revolutionizing Alzheimer’s disease detection with a cutting-edge CAPCBAM deep learning framework
Alzheimer’s Dataset | |||||
|---|---|---|---|---|---|
Accuracy (%) | F1Score (%) | AUC (%) | Precision (%) | Recall (%) | |
Xception | 93.35 | 93.25 | 96.28 | 94.18 | 94.18 |
InceptionV3 | 95.31 | 95.17 | 96.35 | 93.18 | 93.18 |
DenseNet121 | 96.33 | 96.5 | 96.15 | 96.13 | 96.13 |
ResNet50 | 89.22 | 90.31 | 92. 19 | 89.18 | 89.14 |
VGG16 | 78.18 | 78.55 | 84.19 | 72.15 | 72.17 |
CAPCBAM | 99.95 | 99.92 | 99 | 99.8 | 99.8 |
