From: An evidential reasoning based model for diagnosis of lymph node metastasis in gastric cancer
Model | Sensitivity | Specificity | AUC1 | P value (AUC compared with Radiologist) |
---|---|---|---|---|
ER based model | 0.8951 | 0.8 | 0.829 ± 0.037 | P < 0.001 |
ANN | 0.8453 | 0.6429 | 0.791 ± 0.041 | P < 0.001 |
SVM Linear | 0.8723 | 0.6765 | 0.78 ± 0.046 | P < 0.001 |
SVM Gaussion | 0.7657 | 0.6036 | 0.688 ± 0.059 | P < 0.001 |
SVM Ploynomial2 | 0.8611 | 0.6774 | 0.781 ± 0.048 | P < 0.001 |
SVM Ploynomial3 | 0.8662 | 0.6667 | 0.782 ± 0.048 | P < 0.001 |
SVM Ploynomial4 | 0.8633 | 0.6111 | 0.769 ± 0.049 | P < 0.001 |
Logistic Regression | 0.8552 | 0.6667 | 0.793 ± 0.039 | P < 0.001 |
Radiologist2 | 0.634 | 0.765 | 0.757 ± 0.042 |