Feature Selection for Descriptor Based Classification Models. 1. Theory and GA-SEC Algorithm.
Jörg K. WegnerHolger FröhlichAndreas ZellPublished in: J. Chem. Inf. Model. (2004)
Keyphrases
- classification models
- feature selection
- learning algorithm
- simulated annealing
- objective function
- search space
- genetic algorithm
- selection algorithm
- machine learning
- support vector machine svm
- feature subset
- optimization method
- ant colony optimization
- optimization algorithm
- evolutionary algorithm
- training data
- feature set
- genetic algorithm ga
- data streams
- hybrid algorithm
- similarity measure
- feature ranking
- decision tree algorithm
- models built