Clustering Techniques Selection for a Hybrid Regression Model: A Case Study Based on a Solar Thermal System.
María Teresa García-OrdásHéctor Alaiz-MoretónJosé Luís Casteleiro-RocaEsteban JoveJosé Alberto Benítez-AndradesIsaías García-RodríguezHéctor QuintiánJosé Luís Calvo-RollePublished in: CoRR (2024)
Keyphrases
- regression model
- prediction model
- cluster membership
- regression methods
- regression analysis
- clustering algorithm
- model selection
- explanatory variables
- linear regression model
- linear model
- multivariate regression
- clustering method
- infrared
- independent variables
- k means
- gaussian process
- prediction intervals
- response variable
- multiple linear regression
- logistic regression models
- kernel regression
- survival analysis
- support vector regression
- unsupervised learning
- cluster analysis
- generalized linear models
- clustering analysis
- high dimensional data
- regression method
- generalized linear
- machine learning