ModelTracker: Redesigning Performance Analysis Tools for Machine Learning.
Saleema AmershiMax ChickeringSteven Mark DruckerBongshin LeePatrice Y. SimardJina SuhPublished in: CHI (2015)
Keyphrases
- machine learning
- software tools
- learning systems
- learning algorithm
- inductive learning
- machine learning methods
- data mining
- statistical methods
- pattern recognition
- databases
- unsupervised learning
- learning tasks
- knowledge engineering
- active learning
- computer science
- artificial intelligence
- reverse engineering
- explanation based learning
- database
- learning methodologies
- user friendly
- machine learning algorithms
- knowledge acquisition
- supervised learning
- knowledge representation
- end users
- user interface
- decision making
- search engine