SurvSHAP(t): Time-dependent explanations of machine learning survival models.
Mateusz KrzyzinskiMikolaj SpytekHubert BanieckiPrzemyslaw BiecekPublished in: CoRR (2022)
Keyphrases
- machine learning
- machine learning algorithms
- autoregressive
- mathematical models
- statistical models
- explanatory power
- learning tasks
- learning systems
- parameter estimation
- model selection
- knowledge discovery
- pattern recognition
- decision trees
- information systems
- neural network
- real time
- knowledge acquisition
- natural language
- transfer learning
- machine learning methods
- statistical methods
- parametric models
- survival analysis
- database