Table 2.
Input | CNN Model | Classification | Accuracy |
---|---|---|---|
0 to 1 | Single tensor | fully connected layers | 94.4% |
0 to 1 | multi-slice tensors | fully connected layers | 96.5% |
0 to 1 | multi-slice tensors | SVM | 89.7% |
0 to 1 | multi-slice tensors | PCA + SVM | 97.3% |
0 to 1 | multi-slice tensors | LDA + SVM | 53.9% |
−1 to 1 | multi-slice tensors | fully connected layers | 97.2% |
−1 to 1 | multi-slice tensors | PCA + SVM | 97.8% |