Fig. 2. DeepBreath confusion matrices for multi-class predictions.

A confusion matrix was computed for every CV model on the corresponding test fold. a The internal confusion matrix was then obtained by taking the average of these intermediate confusion matrices. b The external confusion matrix is computed on the aggregated patient predictions (ensemble output). The rows are normalized to add up to 1.