TABLE 2. Performance Measures Included Three-Class Classification Accuracy (ACC), AUC for Problem 1 (P1) of Abnormal Versus Normal Cases, Problem 2 (P2) of Cancer Versus TB Cases and Problem 3 (P3) of Non-Cancer Versus Cancer Cases From Different Methods.
method | ACC | AUC P1 | AUC P2 | AUC P3 |
FT all layers | 0.74 | 0.98 | 0.73 | 0.85 |
FT FC layers | 0.70 | 0.97 | 0.68 | 0.83 |
SFT all layers | 0.82 | 0.99 | 0.77 | 0.87 |