iDRBP-EL: identifying DNA- and RNA- binding proteins based on hierarchical ensemble learning


The datasets used in this study were constructed by Zhang et al [1], which can be downloaded from the following links:

Benchmark dataset

TEST474 independent dataset

PDB255 independent dataset

The new DNA- and RNA binding dataset tested in this study:

New independent dataset

The stand-alone package of iDRBP-EL:

Stand-alone package


[1] Zhang J, Chen Q, Liu B. iDRBP_MMC: Identifying DNA-Binding Proteins and RNA-Binding Proteins Based on Multi-Label Learning Model and Motif-Based Convolutional Neural Network, Journal of Molecular Biology 2020;432:5860-5875.


Bin Liu
School of Computer Science and Technology, Beijing Institute of Technology, China.


Copyright@ By Liu Lab, Beijing Institute of Technology.