Modeling urban regions: Comparing random forest and support vector machines for cellular automata.
Andreas RienowAhmed M. MustafaLeonie KrelausClaudia LindnerPublished in: Trans. GIS (2021)
Keyphrases
- cellular automata
- random forest
- support vector
- random forests
- decision trees
- cellular automaton
- cellular automata model
- feature set
- lattice gas
- ensemble methods
- discrete dynamical systems
- logistic regression
- support vector machine
- ensemble learning
- multi label
- pattern formation
- traffic flow
- generalization ability
- pedestrian dynamics
- chaotic dynamics
- benchmark datasets