Ensemble learning and graph topological indices for predicting physical properties of mental disorder drugs

Keyphrases

• Boiling Point 33%
• Degree-based Index 33%
• Degree-based Topological Indices 33%
• Ensemble Learning 100%
• Ensemble Machine Learning 33%
• Ensemble Methods 66%
• Gradient Boosting Machine 66%
• Machine Learning Models 33%
• Molar Polarizability 33%
• Molar Refraction 33%
• Molar Volume 33%
• Nearest Neighbor Index 66%
• Neighborhood Degree 66%
• Performance Efficiency 33%
• Physical Properties 100%
• Physical Property Prediction 33%
• Polar Surface Area 33%
• Predictor Variables 33%
• QSPR Analysis 33%
• Randić Index 66%
• Random Forest Regression 66%
• Small Dataset 66%
• Sum-connectivity Index 33%
• Supervised Machine Learning 66%
• Support Vector Regression 66%
• Surface Tension 33%
• Third Zagreb Index 33%
• Topological Indices 100%
• Vaporization Enthalpy 33%
• Variable Properties 33%

Computer Science

• Average Performance 33%
• Connectivity Index 33%
• Ensemble Learning 100%
• Ensemble Method 66%
• Gradient Boosting 66%
• Individual Model 33%
• Machine Learning Algorithm 33%
• Machine Learning Model 66%
• Machine Learning Technique 33%
• Mental Disorder 100%
• Predictor Variable 33%
• Random Decision Forest 66%
• Support Vector Machine 66%
• Support Vector Regression 66%

Medicine and Dentistry

• Base 33%
• Machine Learning Algorithm 33%
• Neurodevelopmental Disorder 100%
• Polar Surface Area 33%