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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
  1. The numbers in bold indicate the model with the highest performance