Binary Classification Strategies for Mapping Urban Land Cover with Ensemble Classifiers.
Jonathan Cheung-Wai ChanLuca DemarchiTim Van de VoordeFrank CantersPublished in: IGARSS (3) (2008)
Keyphrases
- binary classification
- land cover
- ensemble classifier
- ensemble methods
- support vector machine
- multi class
- urban areas
- change detection
- base classifiers
- support vector
- remote sensing
- cost sensitive
- prediction accuracy
- satellite images
- remote sensing images
- ensemble learning
- concept drift
- multi label
- geographic information systems
- class imbalance
- decision trees
- machine learning methods
- generalization error
- benchmark datasets
- feature selection
- data streams
- machine learning
- high resolution
- similarity measure
- fusion method
- upper bound
- knn