The interpretability and scalability of linguistic-rule-based systems for solving regression problems.
Van Thong HoangCat Ho NguyenDuc Du NguyenDinh Phong PhamVan Long NguyenPublished in: Int. J. Approx. Reason. (2022)
Keyphrases
- rule based systems
- regression problems
- rule base
- linear regression
- genetic programming
- cross validation
- expert systems
- knowledge representation
- input space
- high dimensional data
- random forests
- hyperparameters
- knowledge based systems
- fuzzy rules
- data sets
- neural network
- learning machines
- model selection
- fuzzy logic
- evolutionary algorithm
- support vector
- decision trees
- knowledge base
- class labels
- prediction accuracy
- k nearest neighbor
- support vector machine