Identification of small molecule aggregators from large compound libraries by support vector machines

Mathematics

• Support Vector Machine 100%
• Screening 88%
• Molecules 77%
• Hits 61%
• Cross-validation 59%
• False 52%
• Fold 48%
• High-throughput Screening 46%
• Model Identification 37%
• Feature Selection 35%
• Rendering 32%
• Machine Learning 29%
• Training 28%
• Protein 27%
• Computational Methods 27%
• Aggregation 26%
• Profile 22%
• Performance 15%

Chemical Compounds

• High Throughput Screening 85%
• Protein 33%
• Molecule 27%