Mapping Soil Properties in the Haihun River Sub-Watershed, Yangtze River Basin, China, by Integrating Machine Learning and Variable Selection.
Jun HuangJia LiuYingcong YeYameng JiangYuying LaiXianbing QinLin ZhangYefeng JiangPublished in: Sensors (2024)
Keyphrases
- variable selection
- machine learning
- soil erosion
- yangtze river
- model selection
- cross validation
- input variables
- water quality
- gene function prediction
- natural environment
- high dimensional
- feature selection
- learning algorithm
- stochastic search
- data mining
- group lasso
- linear models
- pattern recognition
- data sets
- decision trees
- neural network
- dimension reduction
- computer vision
- reinforcement learning
- statistical learning
- active learning
- data analysis
- number of input variables