Fig 6. Phase II network performance metrics.

(A) Representative examples of single-cell images for each classifier category, the input for Phase II. (B) (i) Training and validation history of the loss function for the Phase II network. The solid curve corresponds to the average loss over 5 folds, while the same colored light band denotes the spread (standard deviation) in the loss over these folds. Training history is shown in red and validation in blue (purple indicates overlap). (ii) Final 5-fold averaged performance metric values for both training and validation reached by our Phase II network at the end of training over 30 epochs. Uncertainties indicate spread around the mean of each metric over the 5 folds.