Improving Allergenic Protein Prediction Using Physicochemical Features on Non-Redundant Sequences

Engineering & Materials Science

• Allergens 100%
• Vaccines 84%
• Proteins 56%
• Redundancy 51%
• Allergies 46%
• Physicochemical properties 39%
• Bioinformatics 33%
• Learning algorithms 25%
• Machine learning 22%
• Experiments 10%

Mathematics

• Protein 64%
• Vaccine 52%
• Prediction 49%
• Redundancy 45%
• Performance 36%
• Immunotherapy 31%
• Bioinformatics 25%
• Learning Algorithm 24%
• Machine Learning 22%
• Experiment 15%
• Design 12%