Insurance Risk Prediction Using Machine Learning

Computer Science

• XGBoost 100%
• Machine Learning 100%
• Learning System 100%
• Random Decision Forest 60%
• Decision Tree 60%
• SHapley Additive exPlanation 40%
• Deep Neural Network 20%
• Interpretability 20%
• Machine Learning Technique 20%
• Validation Set 20%
• Historical Data 20%
• Supervised Learning 20%
• Random Forest Classifier 20%
• Predictive Analytics 20%
• Decision-Making 20%
• Operational Efficiency 20%
• Neural Network 20%
• Validation Dataset 20%
• Logistic Regression 20%
• Model Prediction 20%
• Comparative Analysis 20%
• Deep Learning Method 20%

Economics, Econometrics and Finance

• Machine Learning 100%
• Insurance Company 50%
• Financial Institution 25%
• Life Insurance 25%
• Logit Model 25%
• Shapley Value 25%

Chemical Engineering

• Learning System 100%
• Supervised Learning 25%
• Neural Network 25%
• Deep Learning Method 25%
• Deep Neural Network 25%