Prediction of Antiviral peptides using transform evolutionary & SHAP analysis based descriptors by incorporation with ensemble learning strategy

Shahid Akbar, Farman Ali, Maqsood Hayat, Ashfaq Ahmad, Salman Khan, Sarah Gul

2022Chemometrics and Intelligent Laboratory Systems58 citationsDOI

Topics & Concepts

AdaBoostArtificial intelligenceComputer scienceMachine learningDiscriminative modelSupport vector machineClassifier (UML)Pattern recognition (psychology)Ensemble learningFeature (linguistics)PhilosophyLinguisticsAntimicrobial Peptides and Activitiesvaccines and immunoinformatics approachesHerpesvirus Infections and Treatments

Prediction of Antiviral peptides using transform evolutionary &amp; SHAP analysis based descriptors by incorporation with ensemble learning strategy

Topics & Concepts

Prediction of Antiviral peptides using transform evolutionary & SHAP analysis based descriptors by incorporation with ensemble learning strategy