Uncertainty quantification for probabilistic machine learning in earth observation using conformal prediction.
Geethen SinghGlenn R. MoncrieffZander S. VenterKerry Cawse-NicholsonJasper A. SlingsbyTamara B. RobinsonPublished in: CoRR (2024)
Keyphrases
- conformal prediction
- machine learning
- earth observation
- confidence levels
- remote sensing
- satellite data
- ridge regression
- remote sensing data
- sensor data
- computer vision
- machine learning methods
- learning algorithm
- decision trees
- data center
- data mining
- k nearest neighbour
- active learning
- supervised classification
- remote sensing images
- data access
- statistical methods
- multispectral
- data analysis
- neural network