Modeling population distribution: A visual and quantitative analysis of gradient boosting and deep learning models for multi-output spatial disaggregation.
Marina GeorgatiJoão MonteiroBruno MartinsCarsten KeßlerHenning Sten HansenPublished in: Trans. GIS (2024)
Keyphrases
- quantitative analysis
- learning models
- gradient boosting
- loss function
- learning algorithm
- qualitative and quantitative analysis
- semi supervised learning
- machine learning
- learning tasks
- pairwise
- learning problems
- classification models
- conditional random fields
- machine learning algorithms
- text classification
- support vector machine
- learning process
- object recognition
- decision trees
- genetic algorithm