Unified modeling based on SVM and SVR for prediction of forest area ratio by human population density and relief energy.
Ryuei NishiiShojiro TanakaPublished in: IGARSS (2015)
Keyphrases
- support vector
- support vector machine svm
- support vector machine
- support vector regression
- prediction accuracy
- kernel function
- predictive modeling
- multi class
- generalization ability
- hyperplane
- energy minimization
- support vector classification
- extreme learning machine
- optimal parameters
- multi class classification
- prediction model
- machine learning
- classification algorithm
- svm classifier
- training set
- feature selection
- radial basis function
- support vectors
- energy consumption
- prediction algorithm
- feature vectors
- least squares support vector machine
- models built
- training set size