Machine learning model combined with CEEMDAN algorithm for monthly precipitation prediction.
Ziyi ShenWen-chao BanPublished in: Earth Sci. Informatics (2023)
Keyphrases
- machine learning
- theoretical analysis
- mathematical model
- cost function
- objective function
- probabilistic model
- parameter estimation
- final result
- learning algorithm
- recognition algorithm
- optimization model
- detection algorithm
- tree structure
- prediction model
- optimization algorithm
- algorithm employs
- energy function
- kalman filter
- estimation algorithm
- bayesian framework
- prediction error
- optimization method
- computational cost
- classification algorithm
- selection algorithm
- predictive model
- prediction algorithm
- fusion model
- prediction accuracy
- em algorithm
- input data
- simulated annealing
- dynamic programming
- matching algorithm
- closed form
- support vector machine svm
- expectation maximization
- probability distribution
- filtering algorithm
- k means
- search space
- preprocessing
- bayesian networks
- similarity measure