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. 2023 Jan 4;12(2):211. doi: 10.3390/cells12020211

Table 2.

The comparison of CNN models.

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%