Random forest of Classification and Regression Tree (CART) in the estimation of SWC based on meteorological inputs and hydrodynamics behind.
Tsung-Hsi WuPei-Yuan ChenChien-Chih ChenMeng-Ju ChungZheng-Kai YeMing-Hsu LiPublished in: APSIPA ASC (2023)
Keyphrases
- classification and regression trees
- random forests
- random forest
- decision trees
- ensemble methods
- feature set
- logistic regression
- ensemble learning
- regression problems
- neural network
- machine learning algorithms
- multi label
- genetic algorithm
- least squares
- maximum likelihood
- prior knowledge
- high dimensional
- feature selection
- factor analysis
- credit scoring