GuideR: a guided separate-and-conquer rule learning in classification, regression, and survival settings.
Marek SikoraLukasz WróbelAdam GudysPublished in: CoRR (2018)
Keyphrases
- rule learning
- rule discovery
- rule sets
- subgroup discovery
- decision rules
- inductive logic programming
- decision trees
- learning scheme
- support vector
- rule learner
- inductive learning
- classification rules
- regression model
- model selection
- support vector machine
- classification accuracy
- relational learning
- machine learning
- learning classifier systems
- training set
- feature selection
- background knowledge
- classification algorithm
- text classification
- supervised learning
- knowledge discovery
- hill climbing
- pattern recognition