Litcius/Paper detail

Improving protein-protein interactions prediction accuracy using XGBoost feature selection and stacked ensemble classifier

Cheng Chen, Qingmei Zhang, Bin Yu, Zhaomin Yu, Patrick J. Lawrence, Qin Ma, Yan Zhang

2020Computers in Biology and Medicine242 citationsDOI

Topics & Concepts

Random forestComputer scienceArtificial intelligenceClassifier (UML)Feature selectionMachine learningPseudo amino acid compositionCross-validationMatthews correlation coefficientPattern recognition (psychology)ENCODESupport vector machineAmino acidBiochemistryDipeptideGeneChemistryMachine Learning in BioinformaticsComputational Drug Discovery MethodsBioinformatics and Genomic Networks
Improving protein-protein interactions prediction accuracy using XGBoost feature selection and stacked ensemble classifier | Litcius