Litcius/Paper detail

TargetCPP: accurate prediction of cell-penetrating peptides from optimized multi-scale features using gradient boost decision tree

Muhammad Arif, Saeed Ahmad, Farman Ali, Fang Ge, Min Li, Dong‐Jun Yu

2020Journal of Computer-Aided Molecular Design80 citationsDOI

Topics & Concepts

Pseudo amino acid compositionComputer scienceFeature selectionDecision treeArtificial intelligenceScale (ratio)Machine learningIdentification (biology)Feature (linguistics)Data miningPeptideChemistryBiologyLinguisticsPhilosophyBotanyBiochemistryPhysicsQuantum mechanicsDipeptideAntimicrobial Peptides and ActivitiesMachine Learning in BioinformaticsRNA Interference and Gene Delivery