eLife Assessment
This valuable work presents an interpretable protein-DNA Energy Associative (IDEA) model for predicting binding sites and affinities of DNA-binding proteins. The study provides a detailed description of the method, making it reproducible. However, the generalizability of the prediction model presents certain concerns, and the supporting evidence appears incomplete. Nonetheless, with a thorough re-examination of the training and testing procedures, this model can be widely applicable for predicting genome-wide protein-DNA binding sites.