Use Chou’s 5-steps rule to identify DNase I hypersensitive sites via dinucleotide property matrix and extreme gradient boosting
Shengli Zhang, Tian Xue
Topics & Concepts
BiologyComputational biologyClassifier (UML)Boosting (machine learning)Curse of dimensionalityBiological systemComputer scienceArtificial intelligenceData miningMachine Learning in BioinformaticsGenomics and Phylogenetic StudiesRNA and protein synthesis mechanisms