Deep neural network based histological scoring of lung fibrosis and inflammation in the mouse model system
Fig 8
Confusion matrix comparing the classifications of the inflammation score CNN vs the ground truth.
Classifications of the validation data (columns) are compared to the ground truth (rows). Numbers are classification probabilities, normalized to a row sum of one. The highest values are mostly on the diagonal (agreement of ground truth and prediction) or in an element next to the diagonal (a deviation with a neighboring class).