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

Keyphrases

• Ensemble Learning 100%
• Random Forest Regression 66%
• Supervised Machine Learning 66%
• Gradient Boosting Regression 66%
• Ensemble Methods 66%
• Randić Index 66%
• Boiling Point 33%
• Ensemble Machine Learning 33%
• Third Zagreb Index 33%
• Physical Property Prediction 33%
• Variable Properties 33%
• Molar Volume 33%
• Molar Refraction 33%
• Vaporization Enthalpy 33%
• Sum-connectivity Index 33%
• Machine Learning Models 33%
• Polar Surface Area 33%
• Degree-based Index 33%
• Molar Polarizability 33%

Computer Science

• Support Vector Regression 100%
• Gradient Boosting 100%
• Random Decision Forest 100%
• Ensemble Learning 100%
• Ensemble Method 100%
• Individual Model 50%
• Machine Learning Algorithm 50%
• Average Performance 50%
• Machine Learning Technique 50%
• Connectivity Index 50%