Multi-objective Symbolic Regression to Generate Data-driven, Non-fixed Structure and Intelligible Mortality Predictors using EHR: Binary Classification Methodology and Comparison with State-of-the-art.
Davide FerrariVeronica GuidettiVasa CurcinYanzhong WangPublished in: AMIA (2022)
Keyphrases
- binary classification
- multi objective
- symbolic regression
- genetic programming
- multi class
- support vector
- learning problems
- cost sensitive
- evolutionary algorithm
- generalization error
- support vector machine
- multi class classification
- optimization algorithm
- ensemble methods
- prediction accuracy
- class imbalance
- multi label
- neural network
- training data
- evolutionary computation
- model selection
- nearest neighbor
- multi label classification