Rule Quality Measures Settings in Classification, Regression and Survival Rule Induction - an Empirical Approach.
Lukasz WróbelMarek SikoraMarcin MichalakPublished in: Fundam. Informaticae (2016)
Keyphrases
- rule induction
- quality measures
- classification rules
- decision rules
- rule sets
- decision trees
- instance based learning
- rule induction algorithm
- rough sets
- knowledge discovery in databases
- rough set theory
- medical databases
- data mining
- classification accuracy
- databases
- feature selection
- training set
- text classification
- genetic programming
- regression model
- active learning
- classification algorithm
- feature space
- preprocessing
- classification models
- pattern recognition
- support vector
- learning algorithm
- machine learning
- knowledge discovery