A Comparison Study on Rule Extraction from Neural Network Ensembles, Boosted Shallow Trees, and SVMs.
Guido BolognaYoichi HayashiPublished in: Appl. Comput. Intell. Soft Comput. (2018)
Keyphrases
- rule extraction
- neural network ensembles
- neural network
- feature selection
- support vector
- rough sets
- black box
- classification rules
- decision trees
- rough set theory
- fuzzy rules
- association rules
- trained neural networks
- linguistic rules
- support vector machine svm
- decision rules
- support vector machine
- software effort
- rule sets
- kernel function
- feature space
- machine learning
- knn
- rule induction
- rough fuzzy
- data sets
- classification algorithm
- feature vectors
- expert systems
- training data
- databases