Table 6 Average AUPRC and AUROC ± standard deviation obtained per model across the validation set when requiring that predicted promoters have at least 10% sequence overlap with the actual promoters to be considered true positives
From: Promotech: a general tool for bacterial promoter recognition
Model | Mean AUPRC | Mean AUROC |
|---|---|---|
RF-HOT | 0.143 ± 0.104 | 0.823 ± 0.160 |
GRU-0 | 0.026 ± 0.016 | 0.687 ± 0.063 |
GRU-1 | 0.025 ± 0.017 | 0.675 ± 0.048 |
LSTM-3 | 0.034 ± 0.017 | 0.677 ± 0.019 |
LSTM-4 | 0.033 ± 0.023 | 0.631 ± 0.040 |