Assessment of different classification algorithms for burnt land discrimination.
Olivier ZammitXavier DescombesJosiane ZerubiaPublished in: IGARSS (2007)
Keyphrases
- benchmark datasets
- pattern recognition
- theoretical analysis
- significant improvement
- machine learning algorithms
- classification algorithm
- support vector machine
- classification accuracy
- classification method
- worst case
- feature vectors
- support vector
- feature selection
- machine learning methods
- automatic classification
- svm classifier
- classification scheme
- orders of magnitude
- supervised classification
- computational cost
- preprocessing
- computational complexity
- support vector machine svm
- image classification
- decision rules
- supervised learning
- high dimensional
- times faster
- genetic algorithm
- classification systems
- binary classification problems