Table 1 Accuracy, F1 score and precision metrics of SVM analysis on serum and plasma spectra.
From: Serum and plasma as a good candidates of body fluids for detection lung cancer by FTIR liquid biopsy
Samples | Classification measurements | ||
|---|---|---|---|
Accuracy (%) | Precision (a.u.) | F1 Score (a.u.) | |
(a) 800–1800 cm− 1 | |||
Serum | 75 | 0.71 | 0.85 |
Plasma | 69 | 0.67 | 0.81 |
(b) 2800–3000 cm− 1 | |||
Serum | 69 | 0.67 | 0.81 |
Plasma | 69 | 0.69 | 0.81 |
