Development and Evaluation of Machine Learning-Based High-Cost Prediction Model Using Health Check-Up Data by the National Health Insurance Service of Korea

Computer Science

• Prediction Model 100%
• Supervised Learning 100%
• Extreme Gradient Boosting 100%
• Machine Learning 100%
• Learning System 100%
• Social Security 100%
• Random Decision Forest 50%
• Machine Learning Algorithm 50%
• Medical Treatment 50%
• Experimental Result 50%
• Learning Algorithm 50%
• Predictive Model 50%
• Logistic Regression Model 50%
• Explanatory Power 50%

Economics, Econometrics and Finance

• Expenditure 100%
• National Health Insurance 100%
• Insurance 100%
• Machine Learning 100%
• Logit Model 20%
• Socioeconomic Studies 20%

Mathematics

• Logistic Regression Model 100%
• Predictive Model 100%
• Explanatory Power 100%
• Medical Treatment 100%