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. 2020 Jul 31;8(7):e17638. doi: 10.2196/17638

Table 3.

The effect of the attention mechanism on performance.

Attention mechanism Precision (%) Recall (%) F-measure (%)
Without attention 55.1 71.3 62.2
Additive attention 55.9 70.3 62.3
General attention 55.3 71.8 62.5
Scaled dot-product attention 54.9 73.3 62.8
Multihead attention 56.3 72.7 63.5