Evaluating aleatoric and epistemic uncertainties of time series deep learning models for soil moisture predictions.
Kuai FangChaopeng ShenDaniel KiferPublished in: CoRR (2019)
Keyphrases
- learning models
- soil moisture
- machine learning
- semi supervised learning
- loss function
- learning algorithm
- learning tasks
- machine learning algorithms
- learning problems
- conditional random fields
- classification models
- synthetic aperture radar
- information retrieval
- supervised learning
- text categorization
- semi supervised
- active learning
- learning experience
- feature vectors
- decision trees