Refinement and selection heuristics in subgroup discovery and classification rule learning.
Anita ValmarskaNada LavracJohannes FürnkranzMarko Robnik-SikonjaPublished in: Expert Syst. Appl. (2017)
Keyphrases
- rule learning
- subgroup discovery
- rule discovery
- classification rules
- decision rules
- rule sets
- pattern mining
- pattern discovery
- inductive logic programming
- rule learner
- data mining tasks
- inductive learning
- data mining
- interesting patterns
- preprocessing
- actionable knowledge
- databases
- multi dimensional
- classification accuracy
- relational learning
- training set
- machine learning