Table 1. Classification results of ex-vivo colorectal cancer tissue, using DRS spectra acquired with the side-firing optical probe, in case all features were used as input and in case only the most important features were selected using MRMR analysis.
Features |
||
---|---|---|
All | MRMR | |
| ||
(n = 1201) | (n = 90) | |
Sensitivity | 0.88 | 0.92 |
Specificity | 0.94 | 0.96 |
Accuracy | 0.88 | 0.92 |
AUC | 0.94 | 0.95 |
MCC | 0.82 | 0.88 |