On a public chest X-ray dataset, VGG19 is reported to outperform SVM, XGBoost, MLP, and ResNet50 in accuracy, AUC, F1, and recall, but without a reproducible evaluation protocol.
Pneumonia classification using deep learning VGG19 model,
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Deep Learning in Image Classification: Evaluating VGG19's Performance on Complex Visual Data
On a public chest X-ray dataset, VGG19 is reported to outperform SVM, XGBoost, MLP, and ResNet50 in accuracy, AUC, F1, and recall, but without a reproducible evaluation protocol.