A novel hyperparameter search approach for accuracy and simplicity in disease prediction risk scoring.
Yajun LuThanh DuongZhuqi MiaoThanh ThieuJivan LamichhaneAbdulaziz AhmedDursun DelenPublished in: J. Am. Medical Informatics Assoc. (2024)
Keyphrases
- prediction accuracy
- search algorithm
- improve the prediction accuracy
- exhaustive search
- search space
- high accuracy
- computational cost
- search strategy
- classification accuracy
- prediction model
- outbreak detection
- root mean square error
- risk assessment
- risk management
- computational complexity
- search strategies
- search methods
- prediction error
- gaussian processes
- support vector
- search efficiency
- high risk
- decision making
- search engine
- machine learning