Super Learner for Survival Data Prediction

Mathematics

• Survival Data 100%
• Prediction 71%
• Ensemble 29%
• Proportional Hazards 24%
• Survival Analysis 22%
• Overfitting 13%
• Statistical Learning 13%
• Partial Likelihood 12%
• Cox Model 12%
• Performance 11%
• Learning Algorithm 11%
• Machine Learning 10%
• Scenarios 9%
• Covariates 8%
• Simulation Study 7%
• Simulation 6%
• Range of data 6%
• Framework 5%
• Model 3%

Business & Economics

• Prediction 73%
• Proportional Hazards 28%
• Survival Analysis 24%
• Cox Model 14%
• Statistical Learning 14%
• Overfitting 13%
• Machine Learning 13%
• Learning Algorithm 11%
• Risk Control 11%
• Covariates 10%
• Simulation Study 9%
• Performance 7%
• Simulation 6%
• Scenarios 6%

Medicine & Life Sciences

• Survival Analysis 17%
• Machine Learning 10%
• Proportional Hazards Models 7%
• Learning 6%
• Weights and Measures 5%