Enhanced Generalized Regression Neural Network With Backward Sequential Feature Selection for Machine-Learning-Driven Soil Moisture Estimation: A Case Study Over the Qinghai-Tibet Plateau.
Ling ZhangZhaohui XueHuan LiuHao LiPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2023)
Keyphrases
- machine learning
- feature selection
- soil moisture
- generalized regression neural network
- text classification
- support vector machine
- artificial neural networks
- feature set
- classification accuracy
- support vector
- model selection
- artificial intelligence
- feature subset
- feature selection algorithms
- synthetic aperture radar
- learning algorithm
- feature space
- pattern recognition
- mutual information
- image data
- multiscale
- k nearest neighbor
- parameter estimation
- hyperspectral images