Table 3 Comparison of two pre-trained models using Longformer and BERT
From: iProL: identifying DNA promoters from sequence information based on Longformer pre-trained model
Model | Sn(%) | Sp(%) | Acc(%) | MCC | AUC |
|---|---|---|---|---|---|
BERT, 1-mer | 79.51 | 90.27 | 84.89 | 0.7021 | 0.9164 |
Longformer, 1-mer | 83.97 | 87.26 | 85.62 | 0.7130 | 0.9207 |
Longformer, 2-mer (iProL) | 84.62 | 86.61 | 85.62 | 0.7130 | 0.9211 |