A Novel Phenology Based Feature Subset Selection Technique Using Random Forest for Multitemporal PolSAR Crop Classification.
Siddharth HariharanDipankar MandalSiddhesh TirodkarVineet KumarAvik BhattacharyaJuan Manuel López-SánchezPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2018)
Keyphrases
- feature subset selection
- random forest
- selected features
- feature set
- feature ranking
- decision trees
- feature selection
- feature subset
- random forests
- classification accuracy
- ensemble classifier
- fold cross validation
- selection algorithm
- pattern classification
- ensemble methods
- support vector machine
- feature extraction
- multispectral
- change detection
- multi label
- text classification
- pattern recognition
- classification models
- base classifiers
- support vector machine svm
- model selection
- active learning
- feature space
- data streams
- support vector
- decision tree learning algorithms