Multi-objective Feature Attribution Explanation For Explainable Machine Learning.
Ziming WangChangwu HuangYun LiXin YaoPublished in: ACM Trans. Evol. Learn. Optim. (2024)
Keyphrases
- multi objective
- machine learning
- optimization algorithm
- multi objective optimization
- evolutionary algorithm
- explanation based learning
- multiobjective optimization
- objective function
- computational intelligence
- data mining
- machine learning methods
- multi objective evolutionary
- multi objective optimization problems
- nsga ii
- inductive logic programming
- particle swarm optimization
- feature vectors
- decision trees
- inductive learning
- pareto optimal
- feature selection
- multiple objectives
- pattern recognition
- learning tasks
- learning systems
- machine learning algorithms
- trade off
- optimization problems
- computer science
- knowledge representation
- reinforcement learning
- expert systems
- machine learning approaches
- feature set
- artificial intelligence
- bi objective
- genetic algorithm
- neural network