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. 2023 Mar 6;11(2):e04126-22. doi: 10.1128/spectrum.04126-22

TABLE 2.

Comparative analysis of the predictive capabilities of the two deep learning algorithms, CNN and CNN-attention, on SERS spectra data belonging to CSKP, CRKP, and PRKP

Algorithm ACC (%) Precision (%) Recall (%) F1 (%) 5-Fold CV (%) AUC (%)
CNN 98.23 97.76 97.87 97.62 96.89 97.70
CNN-attention 99.46 97.91 97.54 97.64 98.87 99.11