Group Bias and the Complexity/Accuracy Tradeoff in Machine Learning-Based Trauma Triage Models.
Katherine L. PhillipsKatherine E. BrownSteve TalbertDouglas A. TalbertPublished in: FLAIRS (2023)
Keyphrases
- machine learning
- computational complexity
- computational cost
- high accuracy
- statistical models
- data mining
- artificial intelligence
- highly accurate
- complex systems
- machine learning algorithms
- classification accuracy
- learning models
- probabilistic model
- active learning
- machine learning methods
- prediction accuracy
- statistical methods
- variance reduction
- machine learning models
- model selection
- natural language processing
- prior knowledge
- natural language
- decision trees
- learning algorithm
- information retrieval