A Multi-Objective Evolutionary Algorithm to Build Knowledge Classification Rules with Specific Properties.
Adriano Donizete PilaRafael GiustiRonaldo C. PratiMaria Carolina MonardPublished in: HIS (2006)
Keyphrases
- classification rules
- predictive accuracy
- discovered knowledge
- human experts
- genetic programming
- decision trees
- knowledge base
- domain knowledge
- medical data sets
- rule sets
- association rules
- knowledge discovery
- nearest neighbor
- prior knowledge
- classification algorithm
- expert systems
- rule discovery
- genetic algorithm
- feature selection
- ant miner
- decision tree algorithm
- associative classification
- subgroup discovery
- decision making
- data analysis
- fuzzy rules
- evolutionary algorithm
- domain specific