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  Indian J Med Microbiol
 

Figure 4: Correlation between internal validation accuracy (based on the held back 20% of the images from Dataset A and its subsets) and external validation accuracy (based on Dataset B) with regression line for (a) ResNet50, (b) AlexNet, and (c) SqueezeNet. ResNet50 showed the strongest correlation (R2 = 0.3) between the internal and external validation test set accuracies for their respective models. Both ResNet50 and AlexNet showed a similar slope

Figure 4: Correlation between internal validation accuracy (based on the held back 20% of the images from Dataset A and its subsets) and external validation accuracy (based on Dataset B) with regression line for (a) ResNet50, (b) AlexNet, and (c) SqueezeNet. ResNet50 showed the strongest correlation (<i>R</i><sup>2</sup> = 0.3) between the internal and external validation test set accuracies for their respective models. Both ResNet50 and AlexNet showed a similar slope