Table 5.

Accuracy of NBI-Net models with softmax and linear SVM

Model	Softmax	Linear SVM	Classifier boosting
NBI-Net	90.03	90.93	0.90
NBI-Net Aug	92.31	92.74	0.43

CNN = NBI-Net with softmax

CNN-SVM = NBI-Net with linear SVM

Aug (Augmentation) is optional for both CNN and CNN-SVM

The top results have been styled with bold and italic