Counterfactual explanation of machine learning survival models.
Maxim S. KovalevLev V. UtkinPublished in: CoRR (2020)
Keyphrases
- machine learning
- machine learning methods
- model selection
- statistical models
- machine learning approaches
- neural network
- statistical methods
- machine learning algorithms
- explanation based learning
- classification models
- data analysis
- inductive learning
- survival analysis
- learning models
- predictive modeling
- learning tasks
- real time
- generating explanations
- statistical model
- regression model
- knowledge acquisition
- support vector machine
- knowledge discovery
- active learning
- prior knowledge
- decision trees
- artificial intelligence