Teaching Uncertainty Quantification in Machine Learning through Use Cases.
Matias Valdenegro-ToroPublished in: Teaching ML (2021)
Keyphrases
- machine learning
- learning systems
- e learning
- human learning
- computer vision
- handling uncertainty
- text mining
- learning algorithm
- active learning
- computer science
- pattern recognition
- statistical methods
- feature selection
- decision theory
- explanation based learning
- problem based learning
- educational technology
- uncertain data
- learning process
- case base
- machine learning methods
- online learning
- text classification
- support vector machine
- distance education
- computational intelligence
- supervised learning
- information extraction
- web based learning
- hybrid learning
- teaching methods
- reinforcement learning
- knowledge representation