Improving pixel-based classification of GRASS GIS with support vector machine.
Maris NartissRaitis MelniksPublished in: Trans. GIS (2023)
Keyphrases
- support vector machine
- classification method
- feature vectors
- support vector machine svm
- svm classifier
- svm classification
- support vector
- machine learning
- generalization ability
- classification algorithm
- classification accuracy
- decision boundary
- small sample
- feature selection
- geographic information systems
- pattern classification
- class labels
- automatic classification
- classification scheme
- knn
- feature space
- multi class
- high classification accuracy
- training set
- pattern recognition
- classification models
- training data
- feature extraction
- ensemble classifier
- structured output
- decision forest
- sequential minimal optimization
- data sets
- classification systems
- kernel methods
- remote sensing
- machine learning algorithms
- supervised learning
- high dimensional
- neural network