E-DBPP: Enhanced DNA-Binding Protein Prediction Using an MLP Ensemble with Optimized Embeddings
Abstract
This repository contains the datasets, processed embeddings (ESM2 and FastText), trained models, and all scripts used in the study “E-DBPP: Enhanced DNA-Binding Protein Prediction Using an MLP Ensemble with Optimized Embeddings.” These resources enable full reproducibility of data preprocessing, model training, performance evaluation, visualization, and interpretability (LIME and SHAP).
Fields of Study & Subjects
Machine Learning in Bioinformatics
Protein Structure and Dynamics
Genomics and Chromatin Dynamics
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 28 January 2026