FeedbackLogs: Recording and Incorporating Stakeholder Feedback into Machine Learning Pipelines.
Matthew BarkerEmma KallinaDhananjay AshokKatherine M. CollinsAshley CasovanAdrian WellerAmeet TalwalkarValerie ChenUmang BhattPublished in: CoRR (2023)
Keyphrases
- machine learning
- machine learning methods
- decision trees
- machine learning algorithms
- pattern recognition
- learning systems
- data mining
- information systems
- machine learning and data mining
- support vector machine
- inductive logic programming
- relevance feedback
- information extraction
- data analysis
- computational biology
- inductive learning
- computer science
- text classification
- knowledge acquisition
- learning problems
- support vector
- feature selection
- learning algorithm
- kernel methods
- feedback information
- feedback mechanisms
- machine learning approaches
- learning tasks
- model selection
- computational intelligence
- natural language processing
- supervised learning
- semi supervised
- knowledge discovery
- active learning
- computer vision