Using J-Pruning to Reduce Overfitting of Classification Rules in Noisy Domains.
Max BramerPublished in: DEXA (2002)
Keyphrases
- classification rules
- decision trees
- predictive accuracy
- induction algorithms
- association rules
- genetic programming
- rule sets
- unseen data
- human experts
- subgroup discovery
- medical data sets
- search space
- decision tree algorithm
- classification algorithm
- associative classification
- rule discovery
- ant miner
- cross validation
- fuzzy rules
- data sets
- rough sets
- small number
- pairwise
- decision making
- action rules
- real world
- classification accuracy
- active learning
- training set
- preprocessing
- data mining
- neural network