Uncertainty Bounds for Multivariate Machine Learning Predictions on High-Strain Brittle Fracture.
Cristina Garcia-CardonaM. Giselle Fernández-GodinoDaniel O'MalleyTanmoy BhattacharyaPublished in: CoRR (2020)
Keyphrases
- machine learning
- upper bound
- machine learning methods
- data mining
- explanation based learning
- learning systems
- machine learning algorithms
- handling uncertainty
- worst case
- wide range
- regression model
- statistical methods
- prediction intervals
- confidence intervals
- inductive learning
- conditional probabilities
- learning tasks
- learning algorithm
- pattern recognition
- lower bound
- decision trees
- learning problems
- error bounds
- text classification
- computational intelligence
- data sets
- vc dimension
- support vector machine
- active learning