Fair Machine Learning with Structured and Unstructured Features: A Case Study in Mortality Prediction.
Hanyang ChenZhouting ZhaoTin Lok James NgPublished in: AICS (2023)
Keyphrases
- machine learning
- structured data
- decision trees
- image features
- feature engineering
- pattern recognition
- low level
- feature set
- classification accuracy
- unstructured data
- feature extraction
- machine learning models
- support vector
- machine learning approaches
- active learning
- semi structured
- case study
- co occurrence
- knowledge acquisition
- machine learning algorithms
- prediction accuracy
- artificial intelligence
- machine learning methods
- knowledge representation
- information extraction
- feature space
- video sequences
- feature selection
- learning algorithm