A dynamic hierarchical feature selection method for object-based classification of wetlands.
Sahel MahdaviBahram SalehiMeisam AmaniJean GrangerBrian BriscoWeimin HuangPublished in: IGARSS (2017)
Keyphrases
- feature selection
- classification method
- support vector machine svm
- classification accuracy
- preprocessing
- feature selection and classification
- pattern classification
- machine learning methods
- pairwise
- feature set
- support vector machine
- data pre processing
- feature extraction
- machine learning
- accuracy rate
- classification algorithm
- method for feature selection
- model selection
- feature space
- classification scheme
- support vector
- discriminative features
- classification rate
- multi class
- training samples
- feature weighting
- detection method
- probabilistic model
- active learning
- classification models
- mutual information
- decision rules
- feature ranking
- informative features
- class separability
- pattern recognition
- clustering method
- data sets