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. 2021 Aug 7:1–33. Online ahead of print. doi: 10.1007/s13369-021-05880-5

Table10.

Comparative analysis of the classification results of the best performing 7 models during experiment 16

Experiment-16 Metric-1 Metric-2 Metric-3
Image nets F1 AUC Accuracy
DenseNet53 + MobileNetv2 + ResNet-101 + NASNetLarge + Xception + GoogLeNet 0.9156 0.9063 0.9074
LSTMCNN 0.8765 0.91368 0.8936
ResNet-101V2 0.9111 0.8993 0.9054
U-Net(Glaucoma) 0.8623 0.8836 0.8845
COVID research paper 0.9012 0.90014 0.8856
NasNetLarge 0.8745 0.91141 0.8763
Self-Made Model 0.9123 0.91256 0.8934