Fig. 12From: Which data subset should be augmented for deep learning? a simulation study using urothelial cell carcinoma histopathology imagesSensitivity and specificity versus mean training time. Scatter plots between sensitivity (above) and specificity (below) on one hand and the logarithmic transformation of the mean training time on the other hand, stratified by network. Augment-first models and non-augmented test set results were excluded. Blue solid lines are fitted regression lines. Blue dashed curves are the 95% confidence bands of the forecast (which include the prediction uncertainty of both the mean and the residual). Pearson’s product-moment correlation coefficient (r) and its p value are shown for each plotBack to article page