Evolutionary Feature Construction Using Information Gain and Gini Index.
Mohammed Ahmed MuharramGeorge D. SmithPublished in: EuroGP (2004)
Keyphrases
- feature construction
- gini index
- information gain
- decision trees
- feature selection
- machine learning
- text categorization
- mutual information
- naive bayes
- genetic algorithm
- genetic programming
- decision rules
- training set
- reinforcement learning
- evolutionary algorithm
- multi class
- supervised learning
- text classification
- target concept
- misclassification error
- data sets