An Algorithm for Generating Individualized Treatment Decision Trees and Random Forests

Mathematics

• Random Forest 92%
• Decision tree 81%
• Reward 27%
• Tree Algorithms 22%
• Diabetes 21%
• Decision Rules 19%
• Medicine 17%
• Randomized Controlled Trial 11%
• Interaction 11%
• Interpretability 10%
• Support Vector Machine 9%
• Statistical Software 9%
• Healthcare 9%
• Judgment 9%
• Recommendations 8%
• Dimensionality 8%
• Ensemble 7%
• Statistical method 7%
• Maximise 7%
• Covariates 6%
• High-dimensional 6%
• Subgroup 5%
• Simulation 5%
• Performance 4%
• Estimate 3%
• Model 2%

Business & Economics

• Decision Tree 100%
• Reward 23%
• Diabetes 19%
• Decision Rules 16%
• Medicine 15%
• Support Vector Machine 13%
• Randomized Controlled Trial 11%
• Dimensionality 8%
• Cohort 8%
• Interaction 8%
• Covariates 8%
• Statistical Methods 7%
• Physicians 5%
• Simulation 5%
• Healthcare 5%
• Software 5%
• Performance 3%