Housing price forecasting based on genetic algorithm and support vector machine.
Jirong GuMingcang ZhuLiuguangyan JiangPublished in: Expert Syst. Appl. (2011)
Keyphrases
- genetic algorithm
- support vector machine
- svm classifier
- crude oil
- multi class
- binary decision tree
- fitness function
- real estate
- multi objective
- machine learning
- support vector machine svm
- optimization method
- training data
- simulated annealing
- parameter optimization
- feature selection
- small sample
- genetic algorithm ga
- hyperplane
- k nearest neighbor
- optimal parameters
- support vector
- evolutionary algorithm
- multi objective optimization
- kernel methods
- svm classification
- ant colony optimization
- metaheuristic
- kernel function
- particle swarm optimization
- genetic programming
- multi population
- feature vectors
- high classification accuracy
- oil field
- classification algorithm
- neural network
- decision boundary
- generalization ability
- classification method
- short term
- feature space
- semi supervised
- artificial neural networks