“…Revealing of the molecular mechanism remains a key focus of ML-based bioinformatic studies with many interesting papers in this collection. Paul et al collectively applied both XGBoost and Shapley values to offer an effective prediction of bacterial promoter with enhanced interpretability. Xin et al employed a domain-based attention mechanism to identify DNA N4-methylcytosine sites.…”