Table 1.
Performance of the CNN1 model in different validation and test dataset.
Validation dataset | Independent test dataset | External validation dataset | P-value | |
---|---|---|---|---|
Precision | 0.933 (0.928, 0.938) | 0.898 (0.895, 0.901) | 0.968 (0.966, 0.970) | <0.001 |
Recall | 0.934 (0.933, 0.939) | 0.836 (0.832, 0.840) | 0.965 (0.963, 0.967) | <0.01 |
F1-score | 0.933 (0.928, 0.938) | 0.856 (0.853, 0.859) | 0.965 (0.963, 0.967) | 0.001 |
Accuracy | 0.934 (0.929, 0.939) | 0.836 (0.832, 0.840) | 0.965 (0.963, 0.967) | <0.01 |
Positive predictive value | 0.869 (0.859, 0.880) | 0.771 (0.761, 0.780) | 0.923 (0.915, 0.930) | <0.01 |
Negative predictive value | 0.975 (0.971, 0.979) | 0.956 (0.954, 0.958) | 0.973 (0.971, 0.975) | <0.001 |
95% confidence intervals are included in brackets.