Super learning: An application to the prediction of HIV-1 drug resistance

Mathematics

• Drug Resistance 100%
• Learning 59%
• Prediction 52%
• Susceptibility 41%
• Predict 30%
• Protease 26%
• Regression 24%
• Support Vector Regression 24%
• Decision tree 20%
• Inhibitor 20%
• Adaptive Algorithm 19%
• Cross-validation 18%
• Deletion 16%
• Mutation 16%
• Substitution 15%
• Neural Networks 15%
• Predictors 14%
• Vary 13%
• Angle 13%
• Logic 12%
• Simulation 10%
• Alternatives 10%
• Performance 9%

Medicine & Life Sciences

• Drug Resistance 59%
• HIV-1 56%
• Learning 47%
• Nelfinavir 32%
• Decision Trees 27%
• Support Vector Machine 26%
• Protease Inhibitors 22%
• Genotype 15%
• HIV 14%
• Databases 13%
• Mutation 12%