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Table 2 Performance (mean accuracy, sensitivity, specificity and MCC with standard deviations) of classification models

From: Towards the use of diffuse reflectance spectroscopy for real-time in vivo detection of breast cancer during surgery

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)