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. 2022 Sep 6;22:234. doi: 10.1186/s12911-022-01977-5

Table 8.

Performance comparison of downstream layers

Layer architecture Accuracy Precision Recall F1-score
CLS token layer *0.858 **(0.016) 0.823 (0.026) 0.835 (0.015) 0.827 (0.017)
Two-token layer 0.867 (0.014) 0.840 (0.018) 0.847 (0.011) 0.842 (0.013)
Three-token layer 0.861 (0.013) 0.835 (0.027) 0.842 (0.009) 0.836 (0.016)

The best scores are in bold

*Mean

**Standard deviation