A Stacking Ensemble Machine Learning Strategy for COVID-19 Seroprevalence Estimations in the USA Based on Genetic Programming.
Gontzal SagastabeitiaJosu DoncelAntonio Fernández AntaJosé AguilarJuan Marcos RamirezPublished in: CEC (2024)
Keyphrases
- learning strategies
- genetic programming
- ensemble learning
- regression problems
- base classifiers
- fitness function
- active learning
- evolutionary computation
- symbolic regression
- gene expression programming
- online learning
- ensemble methods
- grammar guided genetic programming
- evolutionary algorithm
- genetic algorithm
- model averaging
- financial forecasting
- learning capabilities
- training set
- neural network
- computer based instruction
- classifier ensemble
- professional development
- ensemble classifier
- human learning
- combining multiple
- combining classifiers
- training data
- data sets
- feature selection
- college students
- majority voting
- cooperative learning
- random forest