Skip to main content
Fig. 4 | Journal of Biomedical Science

Fig. 4

From: Rapid identification of carbapenem-resistant Klebsiella pneumoniae based on matrix-assisted laser desorption ionization time-of-flight mass spectrometry and an artificial neural network model

Fig. 4

The area under the precision–recall curve (AUPRC) is used to assess the efficacy of machine learning models when the training or validation dataset is imbalanced. An AUPRC value of 0.90 is obtained in the external validation of the ANN model with an equal number of CSKP and CRKP isolates. This indicates that the model is robust despite the imbalanced distribution of the dataset

Back to article page