Multi-Objective Optimization of Performance and Interpretability of Tabular Supervised Machine Learning Models.
Lennart SchneiderBernd BischlJanek ThomasPublished in: GECCO (2023)
Keyphrases
- multi objective optimization
- machine learning models
- multi objective
- evolutionary algorithm
- machine learning algorithms
- spam filtering
- machine learning
- machine learning approaches
- learning algorithm
- genetic algorithm
- multi objective optimization problems
- predictive model
- differential evolution
- multi objective genetic algorithm
- multiple objectives
- unsupervised learning
- prediction accuracy
- bi objective
- nsga ii
- multi objective genetic algorithms
- learning models
- supervised learning
- semi supervised
- multi objective evolutionary algorithms
- pareto optimal
- multiobjective optimization
- particle swarm optimization
- optimization algorithm
- data mining methods
- optimization problems
- multi criteria
- machine learning methods
- artificial neural networks
- objective function
- feature selection