Tag: instance learning

MIL – Multiple Instance Learning for Protein-DNA Interaction Modeling

MIL

:: DESCRIPTION

MIL(multiple-instance learning) is a novel algorithm, which breaks each DNA sequence into multiple overlapping subsequences and models each subsequence separately, therefore implicitly takes into consideration binding site locations, resulting in both higher accuracy and better interpretability of the models.

::DEVELOPER

Jianhua Ruan

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Windows/Linux/MacOsX
  •  MatLab

:: DOWNLOAD

MIL

:: MORE INFORMATION

Citation

Computational modeling of in vivo and in vitro protein-DNA interactions by multiple instance learning.
Gao Z, Ruan J.
Bioinformatics. 2017 Jul 15;33(14):2097-2105. doi: 10.1093/bioinformatics/btx115.