An Information-Theoretic Approach to the Pre-pruning of Classification Rules.
Max BramerPublished in: Intelligent Information Processing (2002)
Keyphrases
- classification rules
- genetic programming
- predictive accuracy
- decision trees
- rule sets
- nearest neighbor
- association rules
- classification algorithm
- associative classification
- search space
- subgroup discovery
- ant miner
- fuzzy rules
- decision tree algorithm
- rule discovery
- medical data sets
- human experts
- pruning strategy
- artificial intelligence
- training data
- associative classifiers
- knn
- prior knowledge