Supersparse linear integer models for optimized medical scoring systems.
Berk UstunCynthia RudinPublished in: Mach. Learn. (2016)
Keyphrases
- complex systems
- physical systems
- mathematical models
- abstraction levels
- learning systems
- management system
- nonlinear models
- model selection
- computational models
- data sets
- accurate models
- linear models
- statistical models
- medical decision support
- integer variables
- biological systems
- medical diagnosis
- closed form
- experimental data
- intelligent systems
- distributed systems
- probabilistic model
- expert systems
- artificial intelligence
- information retrieval