Comparison group | Prediction model | Training dataset | Test dataset | |||||
---|---|---|---|---|---|---|---|---|
SE | SP | AUC (95% CI)* | SE | SP | AUC (95% CI)* | |||
LUSC | C1 vs C2 and C3 | RF | 1 | 1 | 1 | 0.72 | 0.96 | 0.84 (0.76–0.92) |
SVM | 0.93 | 0.90 | 0.93 (0.89–0.98) | 0.75 | 0.96 | 0.85 (0.77–0.93) | ||
C3 vs C1 and C2 | RF | 1 | 1 | 1 | 0.69 | 0.86 | 0.77 (0.68–0.86) | |
SVM | 0.88 | 0.96 | 0.92 (0.87–0.97) | 0.81 | 0.89 | 0.85 (0.78–0.93) | ||
LUAD | C1 vs C2 | RF | 1 | 1 | 1 | 0.86 | 0.80 | 0.83 (0.76–0.89) |
SVM | 0.90 | 0.89 | 0.90 (0.85–0.94) | 0.81 | 0.85 | 0.83 (0.77–0.89) |