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 |