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. 2024 Mar 20;44(3):585–593. [Article in Chinese] doi: 10.12122/j.issn.1673-4254.2024.03.21

表 4.

不同特征融合方式的实验结果对比

Experimental results of different feature fusion methods

Models Methods Accuracy (%) Precision (%) Recall (%) F1-score (%)
cat: Using concatenation to fuse features. w_cat: Using weighted concatenation to fuse features. w_add: Using weighted addition to fuse features. w_mul: Using element-wise multiplication to fuse features.
OM&IM&TEM model cat 87.92±4.25 88.67±3.88 88.13±4.44 87.93±4.20
w_cat 88.34±2.12 88.73±2.40 88.27±2.23 88.13±2.08
w_add 88.34±2.83 89.13±2.22 88.40±3.07 88.13±2.75
w_mul 85.83±6.10 86.53±6.14 86.40±5.96 85.87±6.03