Comparing Rule-Based and Deep Learning Models for Patient Phenotyping.
Sebastian GehrmannFranck DernoncourtYeran LiEric T. CarlsonJoy T. WuJonathan WeltJohn Foote Jr.Edward T. MoseleyDavid W. GrantPatrick D. TylerLeo Anthony CeliPublished in: CoRR (2017)
Keyphrases
- learning models
- loss function
- learning algorithm
- learning tasks
- machine learning algorithms
- machine learning
- semi supervised learning
- classification models
- learning paradigms
- learning problems
- conditional random fields
- machine learning models
- sparse metric learning
- higher order
- pairwise
- reinforcement learning
- feature extraction
- genetic algorithm