Interpretability of machine learning-based prediction models in healthcare.
Gregor StiglicPrimoz KocbekNino FijackoMarinka ZitnikKatrien VerbertLeona CilarPublished in: WIREs Data Mining Knowl. Discov. (2020)
Keyphrases
- machine learning
- prediction accuracy
- machine learning methods
- machine learning models
- machine learning algorithms
- probabilistic model
- pattern recognition
- predictive modeling
- prediction algorithm
- machine learning approaches
- statistical methods
- learning algorithm
- complex systems
- knowledge representation
- information technology
- model selection
- information systems
- artificial intelligence
- learning systems
- text classification
- feature selection
- inductive logic programming
- inductive learning
- classification models
- autoregressive
- predictive model
- computer science
- reinforcement learning
- neural network