E-DBPP: Enhanced DNA-Binding Protein Prediction Using an MLP Ensemble with Optimized Embeddings

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Authors: Raghad Alharbi
Cited by: 0

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