Integrating a Forward Feature Selection algorithm, Random Forest, and Cellular Automata to extrapolate urban growth in the Tehran-Karaj Region of Iran.
Hossein Shafizadeh-MoghadamMasoud MinaeiRobert Gilmore Pontius Jr.Ali AsghariHashem DadashpoorPublished in: Comput. Environ. Urban Syst. (2021)
Keyphrases
- random forest
- cellular automata model
- cellular automata
- feature selection algorithms
- urban growth
- feature set
- selected features
- feature selection
- decision trees
- ensemble methods
- cellular automaton
- feature subset
- data sets
- feature space
- feature vectors
- feature extraction
- classification accuracy
- selection algorithm
- multi label
- machine learning
- base classifiers
- learning models
- kernel function
- text categorization
- multi class
- knn
- search space