Geographically weighted regression with the integration of machine learning for spatial prediction.
Wentao YangMin DengJianbo TangLiang LuoPublished in: J. Geogr. Syst. (2023)
Keyphrases
- machine learning
- conformal prediction
- prediction accuracy
- regression model
- survival analysis
- classification and regression problems
- model selection
- linear regression model
- regression algorithm
- prediction model
- spatial and temporal
- spatial information
- spatio temporal
- regression problems
- support vector machine
- learning algorithm
- multiple linear regression
- inductive logic programming
- predictive modeling
- prediction algorithm
- k nearest neighbour
- decision trees
- data mining
- linear regression
- feature selection
- confidence levels
- target variable
- pattern recognition
- ridge regression
- natural language processing
- information extraction
- predictive clustering trees
- spatial data
- mercer kernels
- reinforcement learning
- active learning
- least squares
- computational intelligence
- text classification
- distributed data
- weighted graph
- support vector regression
- geographic information systems
- knowledge acquisition
- inductive learning
- spatial databases
- learning tasks