Evaluation of Random Subspace and Random Forest Regression Models Based on Genetic Fuzzy Systems.
Tadeusz LasotaZbigniew TelecBogdan TrawinskiGrzegorz TrawinskiPublished in: KES (2012)
Keyphrases
- random forest
- random subspace
- fuzzy systems
- regression model
- random forests
- decision trees
- fuzzy rules
- computational intelligence
- evolutionary computation
- ensemble methods
- neural network
- fuzzy model
- ensemble learning
- rule base
- soft computing
- model selection
- feature set
- genetic algorithm
- base classifiers
- artificial neural networks
- genetic programming
- computer vision
- image processing
- membership functions
- machine learning methods
- prediction accuracy
- rough sets
- evolutionary algorithm
- training set
- pattern recognition