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. 2024 Mar 8;14:5753. doi: 10.1038/s41598-024-56323-8

Table 4.

Analysis of models for different parameters after applying RMSprop.

Models Precision Recall F1 score
VGG19 0.99 1.00 1.00
Inception V3 0.99 1.00 1.00
EfficientNet B3 0.99 0.99 0.99
ResNet152 V2 0.99 0.99 0.99
ResNet50 V2 0.98 1.00 0.99
MobileNet V2 0.98 0.99 0.98
Xception 0.94 0.96 0.95
DenseNet 169 0.99 1.00 0.99
EfficientNet B0 0.99 1.00 0.99
InceptionResNetV2 0.99 0.99 0.99