Machine learning study of classifiers trained with biophysiochemical properties of amino acids to predict fibril forming peptide motifs

Medicine & Life Sciences

• Machine Learning 82%
• Amino Acids 51%
• Peptides 46%
• Amyloid 46%
• Decision Trees 30%
• Support Vector Machine 29%
• Forests 28%
• Computer Simulation 23%
• Proteomics 22%
• Pharmaceutical Preparations 10%
• Proteins 8%

Chemical Compounds

• Classifier 100%
• Peptide 42%
• Acid 25%
• Drug 6%
• Reduction 5%
• Protein 5%