Effect of selection of molecular descriptors on the prediction of blood-brain barrier penetrating and nonpenetrating agents by statistical learning methods

Engineering & Materials Science

• Blood-Brain Barrier 100%
• Neurology 15%
• Feature extraction 6%
• Drug Delivery Systems 6%
• Logistic regression 4%
• Computational methods 4%
• Decision trees 4%
• Brain 3%
• Support vector machines 3%
• Neural networks 2%

Social Sciences

• learning method 55%
• brain 48%
• drug 11%
• neural network 4%
• logistics 3%
• regression 2%

Chemical Compounds

• Drug 30%
• Disorder 12%