Interpretable Patient Mortality Prediction with Multi-value Rule Sets.
Tong WangVeerajalandhar AllareddySankeerth RampaVeerasathpurush AllareddyPublished in: CoRR (2018)
Keyphrases
- rule sets
- classification rules
- predictive accuracy
- prediction accuracy
- decision rules
- rule learning
- error rate
- medical data sets
- rule generation
- decision trees
- intensive care
- fuzzy rules
- rule induction
- rough set theory
- association rules
- acute myocardial infarction
- membership functions
- prognostic models
- clustering algorithm
- feature selection
- data mining algorithms
- genetic programming
- rough sets
- medical data
- clinical data
- nearest neighbor
- artificial intelligence
- machine learning
- data mining