Land cover change assessment using decision trees, support vector machines and maximum likelihood classification algorithms.
John Richard OtukeiThomas BlaschkePublished in: Int. J. Appl. Earth Obs. Geoinformation (2010)
Keyphrases
- decision trees
- support vector
- maximum likelihood
- machine learning algorithms
- decision tree algorithms
- nearest neighbour
- classification algorithm
- feature selection
- classification accuracy
- learning algorithm
- decision tree algorithm
- generalization ability
- large margin classifiers
- decision rules
- cross validation
- support vector machine
- training set
- pattern recognition
- model selection
- unsupervised learning
- feature set
- long term
- feature vectors
- data streams
- computer vision
- machine learning