Mapping Forest Aboveground Biomass with MODIS and Fengyun-3C VIRR Imageries in Yunnan Province, Southwest China Using Linear Regression, K-Nearest Neighbor and Random Forest.
Huafang ChenZhihao QinDe-Li ZhaiGuanglong OuXiong LiGaojuan ZhaoJinlong FanChunliang ZhaoHui XuPublished in: Remote. Sens. (2022)
Keyphrases
- random forest
- linear regression
- k nearest neighbor
- knn
- nearest neighbor
- least squares
- random forests
- decision trees
- regression problems
- text categorization
- multi label
- feature set
- support vector machine
- ensemble methods
- classification algorithm
- neural network
- text classification
- support vector machine svm
- input space
- k nearest neighbour
- feature selection
- information retrieval
- rotation forest
- ensemble classifier
- nearest neighbour
- base classifiers
- benchmark datasets
- training set