A robust soft margin SVM classifier based on spectral/spatial fusion: enhancement of urban classification in Riyadh, Saudi Arabia.
Selim HemissiMagdy Shayboub A. MahmoudPublished in: IPAC (2015)
Keyphrases
- soft margin
- support vector
- support vector machine
- generalization ability
- support vector machine svm
- svm classifier
- saudi arabia
- parameter selection
- large margin classifiers
- classification accuracy
- classification algorithm
- feature selection
- pattern recognition
- multi class
- machine learning
- linearly separable
- class conditional
- generalization error
- cross validation
- feature space
- learning algorithm
- machine learning methods
- linear classifiers
- support vectors
- feature vectors
- kernel methods
- model selection
- boosting algorithms
- svm classification
- image classification
- knn