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. 2023 Jul 26;13(15):2489. doi: 10.3390/diagnostics13152489

Table 6.

Results of ensemble deep learning models with multiclass imbalanced dataset.

Model Accuracy Precision Recall F1 Score AUC
EfficientNet-B2+DenseNet-121 92.82 94.29 93.76 91.52 99.38
VGG-16+DenseNet-121 91.52 95.21 92.43 92.11 98.96
EfficientNet-B2+Xception 90.45 92.61 87.80 90.40 98.80
Xception+DenseNet-121 89.29 85.83 88.90 90.87 98.28
VGG-16+EfficientNet-B2 95.00 95.23 93.34 96.13 99.41