Table 3 Diagnostic performance of the multimodal model in different age groups in the whole dataset.These performances are obtained by calculating the diagnostic result for each fold during evaluation stage.
From: Multimodal-based auxiliary diagnosis for pediatric community acquired pneumonia
Age (Year) | Accuracy | Precision | Recall | F1-Score | Cases |
|---|---|---|---|---|---|
0 | 0.902 | 0.911 | 0.953 | 0.931 | 61 |
1 | 0.941 | 0.931 | 0.947 | 0.939 | 119 |
2 | 0.922 | 0.930 | 0.959 | 0.941 | 141 |
3 | 0.915 | 0.906 | 0.960 | 0.933 | 164 |
4 | 0.956 | 0.971 | 0.952 | 0.962 | 181 |
5 | 0.968 | 0.962 | 0.974 | 0.968 | 158 |
6 | 0.935 | 0.904 | 0.977 | 0.939 | 170 |
7 | 0.912 | 0.930 | 0.899 | 0.914 | 171 |
8 | 0.944 | 0.931 | 0.947 | 0.939 | 125 |
9 | 0.971 | 0.923 | 0.970 | 0.946 | 105 |
10 | 0.986 | 0.956 | 0.968 | 0.962 | 69 |
11 | 0.942 | 1.000 | 0.800 | 0.889 | 52 |
12 | 1.000 | 1.000 | 1.000 | 1.000 | 39 |
13 | 1.000 | 1.000 | 1.000 | 1.000 | 35 |
