Hypothesis Margin-Based Ensemble Method for the Classification of Noisy Remote Sensing Data.
Wei FengXinting GaoSamia BoukirZhiwei XieYinghui QuanWenjiang HuangMengdao XingPublished in: IEEE Trans. Geosci. Remote. Sens. (2023)
Keyphrases
- ensemble methods
- remote sensing data
- decision trees
- machine learning methods
- generalization ability
- benchmark datasets
- multispectral
- classifier ensemble
- prediction accuracy
- ensemble learning
- remote sensing
- classification accuracy
- support vector machine svm
- random forest
- ensemble classifier
- image classification
- multi class
- pattern recognition
- support vector
- support vector machine
- supervised classification
- classification algorithm
- feature extraction
- machine learning
- feature selection
- multilabel classification
- remotely sensed data
- base classifiers
- cross validation
- class labels
- image processing
- classification models
- hyperspectral images
- unsupervised learning
- supervised learning
- feature space