Prediction of estrogen receptor agonists and characterization of associated molecular descriptors by statistical learning methods

Physics & Astronomy

• estrogens 92%
• learning 59%
• characterization 30%
• predictions 29%
• cancer 6%
• osteoporosis 5%
• hormones 4%
• crystallography 3%
• set theory 3%
• drugs 3%
• safety 3%
• therapy 3%
• evaluation 2%
• x rays 1%

Chemical Compounds

• Estrogen Receptor Agonist 100%
• Estrogen 26%
• Binding Agent 13%
• Partial Agonist 6%
• Hormone 4%
• Structure-Activity Relationship 4%
• Safety 4%
• X-Ray Crystallography 4%
• Drug 2%

Engineering & Materials Science

• Estrogens 92%
• Binders 9%
• X ray crystallography 5%
• Hormones 4%
• Drug Discovery 4%
• Oncology 4%
• Decision trees 3%
• Support vector machines 2%
• Feature extraction 2%
• Neural networks 2%