Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Performance evaluation of the CLAM and MIL models on validation and test sets.
| Model | Valid set | Test set | ||
|---|---|---|---|---|
| Accuracy (ACC) (%) | Area under the ROC curve (AUC) (%) |
ACC (%) |
AUC (%) |
|
| CLAM | 85.57 | 95.19 | 87.04 | 95.06 |
| MIL | 81.16 | 90.13 | 82.21 | 90.54 |
CLAM: constrained attention multiple instance learning; MIL: multiple instance learning.
