Information entropy-based differential evolution with extremely randomized trees and LightGBM for protein structural class prediction
Yu Zhang, Shangce Gao, Pengxing Cai, Zhenyu Lei, Yirui Wang
Topics & Concepts
Protein tertiary structureComputer scienceProtein structure predictionArtificial intelligenceFeature selectionRobustness (evolution)Decision treeProtein foldingData miningProtein structureMachine learningProtein sequencingProtein secondary structureDifferential evolutionConformational entropyPeptide sequenceBiologyChemistryMoleculeGeneBiochemistryOrganic chemistryMachine Learning in BioinformaticsProtein Structure and DynamicsRNA and protein synthesis mechanisms