Generalized and Heuristic-Free Feature Construction for Improved Accuracy.
Wei FanErheng ZhongJing PengOlivier VerscheureKun ZhangJiangtao RenRong YanQiang YangPublished in: SDM (2010)
Keyphrases
- improved accuracy
- feature construction
- genetic programming
- machine learning
- decision trees
- data representation
- concept learning
- greedy search
- prediction accuracy
- supervised learning
- rule learning
- feature selection
- optimal solution
- target concept
- simulated annealing
- search algorithm
- dimension reduction
- decision rules