Pre-registration for Predictive Modeling

Computer Science

• Machine Learning 100%
• Best Practice 50%
• Scientific Application 50%
• Reproducibility 50%
• Decision-Making 50%
• Potential Benefit 50%
• Generalizability 50%

Keyphrases

• Predictive Modeling 100%
• Preregistration 100%
• Potential Gains 16%
• Contextual Factors 16%
• Machine Learning 16%
• Biased Estimation 16%
• Scientific Applications 16%
• Test Use 16%
• Data Dependency 16%
• Machine Learning Tasks 16%
• Registration Practices 16%
• Explanatory Modeling 16%

Psychology

• Predictive Modeling 100%
• Decision Making 16%
• Qualitative Study 16%