Table 3 Ablation experiment results on the benchmark datasets
From: CL-ACP: a parallel combination of CNN and LSTM anticancer peptide recognition model
Component |  LSTM | √ | √ | √ | √ | √ |
 CNN |  | √ | √ | √ | √ | |
 Multi-SA (skip-connection) |  |  | √ |  | √ | |
 Structure information |  |  |  | √ | √ | |
 Multi-SA(cascade) |  |  |  | √ |  | |
ACP736 | Â Acc (%) | 78.94 | 82.88 | 83.55 | 83.55 | 83.83 |
 Sens (%) | 78.66 | 80.06 | 82.26 | 83.20 | 82.93 | |
 Spec (%) | 79.21 | 80.62 | 82.82 | 83.94 | 84.76 | |
 Prec (%) | 80.04 | 82.12 | 84.00 | 84.54 | 85.15 | |
 Mcc (%) | 58.12 | 65.84 | 67.37 | 67.27 | 67.86 | |
 AUC | 0.862 | 0.897 | 0.904 | 0.900 | 0.909 | |
ACP240 | Â Acc (%) | 83.33 | 85.66 | 86.25 | 85.83 | 87.92 |
 Sens (%) | 88.43 | 89.93 | 90.00 | 86.89 | 90.74 | |
 Spec (%) | 77.55 | 81.00 | 82.05 | 84.74 | 84.76 | |
 Prec (%) | 82.77 | 84.01 | 86.34 | 87.86 | 88.41 | |
 Mcc (%) | 67.83 | 73.03 | 73.18 | 72.23 | 76.56 | |
 AUC | 0.867 | 0.915 | 0.920 | 0.914 | 0.935 |