Development of a web-enabled SVR-based machine learning platform and its application on modeling transgene expression activity of aminoglycoside-derived polycations

Medicine & Life Sciences

• Cheminformatics 81%
• polycations 73%
• Distance Education 70%
• Machine Learning 56%
• Aminoglycosides 55%
• Transgenes 50%
• Online Systems 36%
• Quantitative Structure-Activity Relationship 34%
• Informatics 31%
• Public Sector 29%
• Least-Squares Analysis 27%
• Polymers 22%
• Software 18%
• Anti-Bacterial Agents 16%
• Equipment and Supplies 14%

Engineering & Materials Science

• Aminoglycosides 100%
• Support vector regression 58%
• Machine learning 36%
• Antibiotics 14%
• Informatics 11%
• Open source software 11%
• Learning systems 10%
• User interfaces 8%
• Learning algorithms 8%
• Feature extraction 7%
• Polymers 7%

Chemical Compounds

• Aminoglycoside Antibiotic Agent 69%
• QSPR Study 63%
• Polycationic Polymer 57%
• Application 15%