Beyond Black-Boxing: Building Intuitions of Complex Machine Learning Ideas Through Interactives and Levels of Abstraction.
Brian BrollShuchi GroverDerek BabbPublished in: ICER (2) (2022)
Keyphrases
- levels of abstraction
- machine learning
- abstraction levels
- machine learning algorithms
- learning algorithm
- database
- complex systems
- pattern recognition
- information extraction
- real world
- search engine
- knowledge representation
- data mining
- data sets
- evolutionary algorithm
- semi supervised learning
- computer science
- learning tasks
- computational biology
- supervised machine learning
- unsupervised learning
- digital images
- active learning
- natural language
- website
- artificial intelligence
- information retrieval
- databases
- real time