Understanding the Usability Challenges of Machine Learning In High-Stakes Decision Making.
Alexandra ZytekDongyu LiuRhema VaithianathanKalyan VeeramachaneniPublished in: CoRR (2021)
Keyphrases
- machine learning
- decision making
- data mining
- wide range
- decision makers
- learning problems
- learning tasks
- learning systems
- decision support system
- fundamental principles
- real world
- interface design
- lessons learned
- computational intelligence
- decision trees
- pattern recognition
- support vector machine
- knowledge management
- computer science
- explanation based learning
- machine learning approaches
- case study
- machine learning methods
- learning algorithm
- climate change
- computational tools
- computer vision
- multi criteria
- reinforcement learning
- statistical methods
- business intelligence
- information processing
- knowledge acquisition
- text classification
- natural language
- expert systems
- natural language processing
- supervised learning
- fuzzy logic