Enhancing Prediction, Explainability, Inference and Robustness of Decision Trees via Symbolic Regression-Discovered Splits.
Kei Sen FongMehul MotaniPublished in: GECCO Companion (2024)
Keyphrases
- symbolic regression
- decision trees
- genetic programming
- grammatical evolution
- parameter optimization
- prediction accuracy
- gene expression programming
- evolutionary computation
- software package
- evolutionary algorithm
- prediction model
- bayesian inference
- bayesian networks
- naive bayes
- probabilistic model
- concept drift
- training data
- neural network