Table 2 Performance (mean accuracy, sensitivity, specificity and MCC with standard deviations) of classification models
Type of data used as input for the model | Mean accuracy (std) | Mean sensitivity (std) | Mean specificity (std) | Mean MCC (std) |
|---|---|---|---|---|
Fit parameters | ||||
 F/W-ratio and collagen | 0.85 (0.16) | 0.72 (0.33) | 0.99 (0.03) | 0.74 (0.30) |
 F/W-ratio | 0.85 (0.16) | 0.71 (0.34) | 0.99 (0.04) | 0.72 (0.31) |
Full spectrum | 0.92 (0.06) | 0.94 (0.10) | 0.89 (0.11) | 0.84 (0.12) |
Selected wavelengths | 0.93 (0.06) | 0.95 (0.07) | 0.91 (0.14) | 0.87 (0.11) |