Classification of Laser Footprint Based on Random Forest in Mountainous Area Using GLAS Full-Waveform Features.
Xiangfeng LiuXiaodan LiuZhenhua WangGenghua HuangRong ShuPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2022)
Keyphrases
- random forest
- feature set
- feature reduction
- classification accuracy
- feature importance
- decision trees
- feature vectors
- fold cross validation
- feature extraction
- selected features
- random forests
- feature space
- feature selection
- classification models
- feature ranking
- cancer classification
- classification method
- ensemble classifier
- class labels
- extracted features
- svm classifier
- benchmark datasets
- multi label
- ensemble methods
- active learning
- machine learning algorithms
- image classification
- higher order
- support vector machine
- decision tree learning algorithms
- machine learning methods
- ensemble learning
- eeg signals
- training samples
- classification algorithm
- image segmentation