Feature Selection Method Based on High-Resolution Remote Sensing Images and the Effect of Sensitive Features on Classification Accuracy.
Yi ZhouRui ZhangShixin WangFutao WangPublished in: Sensors (2018)
Keyphrases
- classification accuracy
- feature set
- feature selection
- feature subset
- selected features
- feature space
- classification method
- feature extraction
- informative features
- extracted features
- cross validation
- segmentation method
- clustering method
- model selection
- mutual information
- feature weighting
- feature reduction
- training set
- redundant features
- machine learning
- feature ranking
- irrelevant features
- data sets
- achieve high classification accuracy
- support vector machine svm
- face recognition
- feature vectors
- significant improvement
- detection method
- knn
- bayesian classifier
- input features
- instance selection
- support vector machine
- accurate classification
- text classification
- feature generation
- image retrieval
- high dimensional
- unsupervised feature selection
- support vector
- pointwise mutual information