Machine learning for sub-population assessment: evaluating the C-section rate of different physician practices.
Rich CaruanaRadu Stefan NiculescuR. Bharat RaoCynthia SimmsPublished in: AMIA (2002)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- machine learning algorithms
- case study
- computational intelligence
- information extraction
- data sets
- learning tasks
- text mining
- natural language processing
- supervised learning
- feature selection
- computer vision
- learning algorithm
- inductive logic programming
- active learning
- knowledge representation
- support vector machine
- decision trees
- assessment process
- decision support system
- inductive learning
- medical diagnosis
- mutation rate
- management practices
- learning problems
- computer science
- reinforcement learning
- knowledge base
- artificial intelligence
- genetic algorithm
- data mining