Classification on Breast Cancer (AUC, Sensitivity, Specificity, Balanced Accuracy)
99.9AUCRaman
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| RamanConfiguration=Raman, n=175, ncancer=98, ncontrol=772026.05 | 99.9 | 96.9 | 96.1 | 96.5 | |
| FTIR + RamanConfiguration=FTIR + Raman, n=167, ncancer=98, ncontrol=692026.05 | 99.7 | 98 | 96.9 | 97.5 | |
| Raman + EEMConfiguration=Raman + EEM, n=169, ncancer=97, ncontrol=722026.05 | 99.7 | 97.8 | 94.6 | 96.2 | |
| FTIR + Raman + EEMConfiguration=FTIR + Raman + EEM, n=166, ncancer=97, ncontrol=692026.05 | 99.7 | 99 | 92.6 | 95.8 | |
| FTIR + EEMConfiguration=FTIR + EEM, n=175, ncancer=98, ncontrol=772026.05 | 98.8 | 97 | 92.3 | 94.7 | |
| EEMConfiguration=EEM, n=178, ncancer=98, ncontrol=802026.05 | 98.2 | 96 | 90 | 93 | |
| FTIRConfiguration=FTIR, n=200, ncancer=100, ncontrol=1002026.05 | 97.9 | 94 | 90.9 | 92.4 |