Sources of Uncertainty in Machine Learning - A Statisticians' View.
Cornelia GruberPatrick Oliver SchenkMalte SchierholzFrauke KreuterGöran KauermannPublished in: CoRR (2023)
Keyphrases
- machine learning
- machine learning algorithms
- handling uncertainty
- data mining
- machine learning approaches
- learning algorithm
- machine learning methods
- multiple views
- information sources
- pattern recognition
- natural language processing
- model selection
- explanation based learning
- uncertain data
- data sources
- artificial intelligence
- computer vision
- learning tasks
- databases
- supervised machine learning
- real world
- information retrieval
- computational biology
- incomplete information
- data analysis
- learning systems
- reinforcement learning
- database
- knowledge base
- statistical methods
- decision trees
- inductive learning
- text classification
- computational intelligence
- decision theory
- expected utility
- possibility theory
- uncertain information
- computer science
- knowledge discovery